Preliminary Conference Agenda

Session Overview
 
Date: Tuesday, 02/Apr/2019
7:30am - 8:30amBreakfast (meal provided by the conference)
Chesapeake/General Vessey Ballroom 
7:30am - 5:00pmRegistration desk open
 
8:30am - 10:00amBrewster Kahle: Opening our Libraries: Millions of Books Online through Controlled Digital Lending
 
10:00am - 10:30amBreak
 
10:30am - 12:00pmPapers 13: Social-Media Text Mining and Sentiment Analysis
Session Chair: Peter Organisciak, University of Denver
2110/2111/2112 
 

Impact of Reddit Discussions on Use or Abandonment of Wearables

R. Garg, J. Kim

Syracuse University, United States of America

Discussion platform, Reddit, is the third most visited website in the US. People can post their questions on this platform to get varying opinions from fellow users, which in turn might also influence their behavior and choices. Wearables are becoming widely adopted, yet challenges persist in their effective long term use because of technical and device related, or personal issues. Therefore, by employing sentiment analysis, this paper aims to analyze how decisions of use or abandonment of wearables are influenced by discussions on Reddit. The results are based on the analysis of 6680 posts and their associated 50,867 comments posted between December 2015 - December 2017 on the subreddit (user created groups) on android wear. Our results show that sentiment of the discussion is majorly dictated by the sentiment of the post itself, and people decide to continue using their devices when fellow Redditors offer them workarounds, or the discussion receives majority of positive or fact-driven neutral comments.



Spatiotemporal Analysis on Sentiments and Retweet Patterns of Tweets for Disasters

S. Chen, J. Mao, G. Li

Wuhan University, China, People's Republic of

Twitter provides an important channel for public to share feelings, attitudes and concerns about disasters. In this study, we aim to explore how spatiotemporal factors affect people's sentiment in disaster situations and how the area type, time stage and sentiment of the tweets affect the extent and speed of tweets' diffusion. After analyzing 531,912 geo-tagged tweets about Hurricane Harvey, we found that on-site tweets are more positive than off-site tweets across the time; neutral tweets spread broader and faster than tweets with sentiment propensity; on-site tweets and tweets posted at early stages tend to be more popular. These findings could enable authorities and response organizations to better comprehend people's feelings and behaviors in social media and their changes over time and space. In future, we will analyze the influence of the interactions among sentiment, location and time to retweet behaviors.



Analyzing sentiment and themes in fitness influencers’ Twitter dialogue

B. E. Auxier, C. Buntain, J. Golbeck

University of Maryland College Park, United States of America

Social media allows anyone to distribute content and build an audience. Natural language processing, sentiment analysis, and psycholinguistic text analysis have proven to be powerful tools for characterizing and classifying social media text. Furthermore, the combination text and sentiment analysis have allowed researchers to identify influencers both by their structural roles and the content they produce. In this paper, we investigate fitness-oriented social media influencers. This research set out to understand how fitness influencers (N=92) on Twitter speak to their audiences through the-matic and sentiment analysis of their tweets (N=273,868). Findings suggest sentiment and topics discussed vary between male and female health and fitness influencers on the platform. The analysis also determined no senti-ment differences between self-identified fitness trainers/coaches and influ-encers who do not identify as such. The results have implications for per-sonalization and recommendation algorithms that operate in this space.



Political Popularity Analysis in Social Media

A. Karami, A. Elkouri

University of South Carolina, United States of America

Popularity is a critical success factor for a politician and her/his party to win in elections and implement their plans. Finding the reasons behind the popularity can provide a stable political movement. This research attempts to measure popularity in Twitter using a mixed method. In recent years, Twitter data has provided an excellent opportunity for exploring public opinions by analyzing a large number of tweets. This study has collected and examined 4.5 million tweets related to a US politician, Senator Bernie Sanders. This study investigated eight economic reasons behind the senator's popularity in Twitter. This research has benefits for politicians, informatics experts, and policymakers to explore public opinion. The collected data will also be available for further investigation.

 
10:30am - 12:00pmPapers 14: Data and Information in the Public Sphere
Session Chair: Heather Moulaison, University of Missouri
2100/2101/2102 
 

Connecting Users, Data and Utilization: A Demand-side Analysis of Open Government Data

D. Wang1,2, D. Richards2, C. Chen1

1Wuhan University, China, People's Republic of; 2Macquarie University, Sydney, NSW, Australia

Open government data (OGD) could bring various aspects of benefits through transparency and access. Thus, governments have proposed policies and practices to disclose more data to the public. However, studies have shown the utilization of OGD instead of disclosure as a key problem. Although citizens are recognized as a key participant in the utilization process of OGD from demand-side, few studies have revealed the possible relationship among OGD users, their demands of data and utilization. Therefore, our study carried out a survey on a Chinese population to analyse the possible relationship between these three. Results show citizens’ limited awareness of OGD and portals, and their different demands of OGD subjects due to different socio-demographic characteristics. Daily life and anticorruption were the two main types of OGD utilization by citizens. Their types of usage are affected by their education and knowledge of OGD. Different types of utilization could lead to different demands for OGD subjects. We suggest governments to improve citizens’ awareness of their efforts to provide OGD, and deliver more data in the subject categories that are in greater need by citizens. Further studies need to be carried out on citizens’ motivation of OGD utilization.



“Just my intuition”: Awareness of versus Acting on Political News Misinformation

Y. M. Kow1, Y. Kou2, X. Zhu1, W. H. Sy1

1School of Creative Media, City University of Hong Kong, Hong Kong S.A.R. (China); 2Florida State University

Citizens are becoming increasingly aware of the prevalence of misinformation, disinformation, and rumors, especially on political topics. But currently, the litera-ture lacks clarity on how citizens are dealing with this issue. And information sci-ence and HCI researchers propose design solutions such as diverse information platforms assuming that citizens - with more information at hand - will be able to rationalize political misinformation on their own. In this paper, we conducted semi-structured interviews with 21 Hong Kong residents. Our findings point out that while most of our participants were aware of misinformation, they mostly did not act on them. This suggests that while it is important for designers to further develop information rich news representations, researchers also need to develop alternative solutions such as news literacy education as long term remedies.



Public-Private Partnerships in Data Services: Learning From Genealogy

K. Shankar1, K. Eschenfelder2, L. Buchholz2, C. Cullen1

1School of Information and Communications Studies, University College Dublin, Ireland.; 2Information School, University of Wisconsin-Madison, United States of America

As one strategy for expanding access to archival data, libraries and data archives are increasingly entering into Public-Private Partnerships (PPP) with commercial entities. In exchange for access to publicly held sources of information of interest to genealogists, com-mercial companies are providing financial resources for digitization and access. This paper reviews recent literature on these public-private partnerships, considers challenges and long-term implications of these relationships in data services by reviewing issues experienced in the including tensions with institutional missions, access differentiation, exclusivity agreements and nondisclosure agreements and marginalization of services financed by public data.

 
10:30am - 12:00pmPapers 15: Engaging with Multi-Media Content
Session Chair: Guo Freeman, Clemson University
0105 
 

"Looking for an amazing game I can relax and sink hours into...": A Study of Relevance Aspects in Video Game Discovery

T. Bogers1, M. Gäde2, M. Koolen3, V. Petras2, M. Skov4

1Aalborg University Copenhagen, Denmark; 2Humboldt-Universität zu Berlin, Germany; 3Royal Netherlands Academy of Arts and Sciences – Humanities Cluster, Amsterdam; 4Aalborg University, Denmark

With the rapid growth of the video game industry over the past decade, there has been a commensurate increase in research activity focused on a variety of aspects of video games. How people discover the video games they want to play and how they articulate these information needs is still largely unknown, however. A better understanding of video game-related information needs and what makes a game relevant to a user could aid in the design of more effective, domain-specific search engines. In this paper we take a first step towards such domain-specific understanding. We present an analysis of a random sample of 521 complex game requests posted on Reddit. A coding scheme was developed that captures the 41 different aspects of relevance and information needs expressed in these requests. We find that game requests contain an average of close to 5 different relevance aspects. Several of these relevance aspects are geared specifically to video games, while others are more general.



Moving Beyond Text: How Teens Evaluate Video-Based High Stakes Health Information via Social Media

K. M Booth1, E. M Trauth2

1University of Pittsburgh, United States of America; 2The Pennsylvania State University, United States of America

This paper qualitatively examines how teenagers in the US evaluate high stakes health information via social media. Through 30 semi-structured interviews with teens ages 13-18, we explore how teens interact with and make decisions about the quality of video-based exercise and nutrition content. Participants indicated that they are wary of advertisements and language that encourages extreme weight loss, yet prefer video content that is “fun” and engaging. Additionally, participants reported having explicit and implicit criteria for evaluating videos with health content that includes both graphic and content quality.



Engagement With Personal Music Collections

S. J. Cunningham

Waikato University, New Zealand

Over the past three decades, everyday music listening practices have transitioned from physical music media (vinyl, CDROM) to personally held digital (MP3, MPEG) to cloud-based streaming services (Spotify, Pandora). The impact of these media changes on personal attachment to music and on the concept of a personal music collection have been surprisingly neglected by the academic research community. This paper reflects on a series of studies on personal music collections / consumption in [Country X] dating back to 2002, focusing on the shifting concept of what constitutes a personal music collection and on the individual’s sense of engagement with that collection.

 
10:30am - 12:00pmSIE 6: Making Core Memory
0101 
 

Making Core Memory

S. Shorey, D. Rosner

The computers for the Apollo moon missions stored information in core memory ropes—threaded wires passed through or around magnetized metal rings. NASA engineers nicknamed this hardware “LOL memory” for the “little old ladies” who carefully wove the wires around the ferrite cores by hand. The proposed session uses this moment of engineering history to examine the embodied, gendered forms of knowledge that contribute to information technology innovation. We do this in an interventionist project of collaborative inquiry that materializes the work of core memory weaving. Participants receive a “patch kit” that contains a simple chipboard matrix, beads and yarn (in place of cores and wires). The completed patches are attached to a quilt that then shares historical audio about the core rope created for Apollo Guidance Computer. Core rope memory transformed software into hardware. When digital information is made material, it helps us to see the hands that bring technology into being.

 
10:30am - 12:00pmSIE 7: Domain-centric and cross-disciplinary educational opportunities in iSchools
Patuxent Room 
 

Domain-centric and cross-disciplinary educational opportunities in iSchools

B. Badurina, J. Mostafa, K. Golub, E. Liddy, A. Doracic, G. Marchionini, V. Singh, E. Salvatori

Information schools and programs have always had, broadly speaking, a focus on specialized information services, going back many years (e.g., art librarianship, music librarianship, health librarianship). Nowadays, partly due to the rapid advances of information technologies the core information needs and practices in many disciplines are also changing quickly. It is not uncommon to find among iSchools, tracks, certificates, and degrees being offered that are domain-centric (e.g., health informatics, digital humanities). Furthermore, Digital Humanities provide the potential to bring together ‘old’, well-established departments such as archaeology, linguistics, history, religion, ethnology and others to develop new programs and new educational profiles. Such offerings are becoming increasingly common in iSchools. Hence it will be highly useful to create an interactive session which allows seasoned academics, researchers, and professionals to discuss, share, and learn about approaches for integrating domain-centric educational opportunities into core educational programs of iSchools.

 
10:30am - 12:00pmSIE 8: Going Forward: Positioning Library and Information Science Graduate Programs for 21st Century Practice
Chasen Family Room 
 

Going Forward: Positioning Library and Information Science Graduate Programs for 21st Century Practice

A. E. Sands

Building on the challenges and opportunities identified in a recent meeting and report, the Institute of Museum and Library Services seeks to engage iSchool participants in tangible steps toward further developing a diverse workforce of librarians. Rather than seeing one another as competitors in the recruitment of iSchool students, this session will bring together participants from across library and information science programs to identify concrete actions aimed at addressing the grand challenge of diversifying the field. Participants are encouraged to brainstorm priorities, build relationships with other attendees, and develop actions plans for the future.

 
10:30am - 12:00pmBlue Sky Paper 2
Session Chair: John King, University of Michigan
1105 
 

Troubled Worlds: Bringing Bodies and the Environment into Computing Research, Practice, and Pedagogy

M. Finn, D. Rosner

University of Washington, United States of America

This blue sky proposal argues that next-generation students, educators, and scholars of computing technology have a critical opportunity to remake the information field by bringing bodies into current conversations on the ecological limits of computing. Building on a vi- brant and growing body of literature on computing ethics, we outline a three-part framework of infrastructure, governance, and intervention. With this framework, we call on information scholars to examine and extend the intertwining logics of social and environmental impact through computing.



Human Security Informatics: A Human-centered Approach to Tackling Information and Recordkeeping Issues Integral to Societal Grand Challenges

A. J. Gilliland, K. Carbone

University of California, Los Angeles, United States of America

Emanating out of ongoing research in archival and recordkeeping studies, this paper proposes Human Security Informatics (HSI) as a new human- and humanitarian-centered rubric and approach under which concerted research, development and educational efforts by the iSchool community, and the different fields and interests it encompasses, could be brought to bear to resolve or mitigate information, data and records-related challenges that are integral to and pervasive in societal grand challenges and wicked problems. The HSI ap-proach is distinctive and provocative for several reasons: it puts humanitarian ethics and a participatory ethos at is core; it surfaces aspects of information in-frastructure, particularly those relating to recordkeeping, transparency and ac-countability that often go unrecognized and unacknowledged as components of these intractable problems; and it places the expertise and scope of iSchools in conversation with each other and with many other fields, institutions and gov-ernments that are on the frontlines of addressing these problems fully demon-strating the intellectual power and societal potential of the iSchools.

 
12:00pm - 1:30pmLunch break (meal provided by the conference)
Chesapeake/General Vessey Ballroom 
1:30pm - 3:00pmPapers 16: Understanding Online Behaviors and Experiences
Session Chair: Isa Jahnke, University of Missouri
2110/2111/2112 
 

What prompts users to click on news headlines? A clickstream data analysis of the effects of news recency and popularity

T. Jiang1,2, Q. Guo1, Y. Xu1, Y. Zhao1, S. Fu1

1School of Information Management, Wuhan University, China; 2Center for Studies of Information Resources, Wuhan University, China

A new headline nowadays has to compete for readers’ attention and some-times it needs to entice readers to click and read the news article. The peripheral indicators of news headlines would provide visual suggestions for user to decide on which news to read and which to ignore. This study focused on the recency and popularity indicators of online news. For the purpose of revealing the relationships between news recency/popularity and users’ clicking behavior, a 2-month server log file containing 39,990,200 click-stream records from an institutional news site was analyzed in combination with the news recency and popularity information crawled from its homepage. It was found that more recent or more popular news headlines received more clicks. The results have important implications for news providers in creating effective news headlines and in publishing and disseminating news more responsibly. The introduction of unobtrusive clickstream data to user behavior analysis is a major methodological contribution.



Effects of the User-Need State for Online Shopping: Analyzing Search Patterns

H.-K. Yu, I.-C. Wu

National Taiwan Normal University, Taiwan

With the fast growth of e-commerce and the emerging trend of “New Re-tail”—that is, online and offline integration—the important research issues are how to know the best ways to collect and analyze users’ search behaviors online for a streamlined shopping process, and how to set marketing strategies. Accordingly, we proposed a search pattern analytical method to analyze users’ search behavior in the entire shopping process on the target website from the perspective of the users’ need states. We have focused on the recommendation functions (RFs) and the search functions on Taobao.com to evaluate the effectiveness of each RF to support the online shopping process in different user-need states, namely in a goal-oriented or an exploratory-based approach to online shopping. We first adopted zero-order state transition matrices and then used lag sequential analysis (LSA) to derive the significant repeating search patterns. The results show that the goal-oriented shoppers tend to search directly, whereas exploratory shoppers tend to explore the categories of products as their initial RFs. In addition, goal-oriented users have much more simple search paths compared to the exploratory-based users when engaged in online shopping. Furthermore, based on the results of the LSA, there are two typical search patterns for goal-oriented users and one search pattern for the exploratory ones. Interestingly, the results reveal that exploratory-based users are easily stimulated by context even if they have moved to specific stores. The aim of this research is to summarize users’ search paths and patterns with different need states on the website.



How Users Gaze and Experience on Digital Humanities Platform?: A Model of Usability Evaluation

D. Wu, S. Xu

Wuhan University, China, People's Republic of

Digital humanities platform has been developing rapidly. Using eye-tracking in usability evaluation can make a difference in user experience. In this pa-per we propose a gaze-experience model for usability evaluation on digital humanities platform, and select the “Digital Dunhuang” platform as the case study. A user experiment was carried out to verify the application value of the model through a large amount of eye-tracking and user experience data collection and analysis. We found that the features of eye-tracking (such as fixation and saccade) and those of user experience (such as satisfaction, effi-ciency and effectiveness) had correlations. Implications were also put for-ward to improve the usability of digital humanities platform and can be ex-tended to similar platforms.

 
1:30pm - 3:00pmPapers 17: Algorithms at Work
Session Chair: Monica Grace Maceli, Pratt Institute
2100/2101/2102 
 

Context-aware Coproduction: Implications for Recommendation Algorithms

J. Chen1, A. Doryab2, B. Hanrahan1, A. Yousfi3, J. Beck1, X. Wang1, V. Bellotti4, A. Dey5, J. Carroll1

1Information Sciences and Technology, Pennsylvania State University, University Park, Pennsylvania, United States; 2Human Computer Interaction Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States; 3Hasso Plattner Institute, University of Potsdam, Potsdam, Germany; 4System Sciences Laboratory, PARC Inc., a Xerox Company, Palo Alto, California, United States; 5University of Washington, Seattle, Washington, United States

Coproduction is an important form of service exchange in local community where members perform and receive services among each other on non-profit basis. Local coproduction systems enhance community connections and re-energize neighborhoods but face difficulties matching relevant and convenient transaction opportunities. Context-aware recommendations can provide promising solutions, but are so far limited to matching spatio-temporal and static user contexts.

By analyzing data from a transportation-share app during a 3-week study with 23 participants, we extend the design scope for context-aware recommendation algorithms to include important community-based parameters such as sense of community. We find that inter- and intra-relationships between spatio-temporal and community-based social contexts significantly impact users' motivation to request or provide service. The results provide novel insights for designing context-aware recommendation algorithms for community coproduction services.



Algorithmic Management and Algorithmic Competencies: Understanding and Appropriating Algorithms in Gig work

M. H. Jarrahi1, W. Sutherland2

1University of North Carolina at Chapel Hill, United States of America; 2University of Washington, United States of America

Data-driven algorithms now enable digital labor platforms to automatically manage transactions between thousands of gig workers and service recipients. Recent research on algorithmic management outlines information asymmetries, which make it difficult for gig workers to gain control over their work due a lack of understanding how algorithms on digital labor plat-forms make important decisions such as assigning work and evaluating workers. By building on an empirical study of Upwork users, we make it clear that users are not passive recipients of algorithmic management. We explain how workers make sense of different automated features of the Up-work platform, developing a literacy for understanding and working with algorithms. We also highlight the ways through which workers may use this knowledge of algorithms to work around or manipulate them to retain some professional autonomy while working through the platform.



Agency Laundering and Algorithmic Decision Systems

A. Rubel1, A. Pham1, C. Castro2

1University of Wisconsin-Madison, United States of America; 2Florida International University, United States of America

This paper has two aims. The first is to explain a type of wrong that arises when agents obscure responsibility for their actions. Call it "agency laundering." The second is to use the concept of agency laundering to understand the underlying moral issues in a number of recent cases involving algorithmic decision systems.

 
1:30pm - 3:00pmPapers 18: Innovation and Professionalization in Technology Communities
Session Chair: Lilia Pavlovsky, Rutgers University
0105 
 

The Innovation Ecology: Collaborative Information, Community Support, and Policy in A Creative Technology Community

G. Freeman1, J. Bardzell2, S. Bardzell2, N. J McNeese1

1Clemson University, United States of America; 2Indiana University, United States of America

In this paper, we explore a network of distributed individuals’ collective efforts to establish an innovation ecology allowing them to engage in bottom up creative technological practices in today’s information society. Specifically, we present an empirical study of the technological practices in an emerging creative technology community -- independent [indie] game developers in the United States. Based on indie game developers’ own accounts, we identified four themes that constitute an innovation ecology from the bottom up, including problem solving; collaborative information seeking, sharing, and reproducing; community support; and policy and politics. We argue that these findings inform our understanding of bottom up technological innovation and shed light on the design of sociotechnical systems that mediate and support such innovation beyond the gaming context.



Professional Identity and Information Use: On Becoming a Machine Learning Developer

C. T. Wolf

IBM Research, Almaden, United States of America

Recently, information behavior (IB) research has drawn attention to the broader life of information, noting its role in discursive practices around social and organizational identity. We explore information’s role in occu-pational and professional identity and identification. How information use figures into the ways that individuals become interested in certain profes-sions (and the barriers to entry they experience) can be helpful in develop-ing policy interventions to foster occupational diversity and inclusion, a particular concern in science, technology, engineering, and math (STEM) fields. This paper reports on a qualitative interview study of machine learn-ing (ML) developers, examining their accounts of how they became inter-ested in the ML field, the barriers they experienced when entering the field, and their patterns of information use in these processes. We discuss the im-plications of our findings, which reveal information use as an organizing principle that simultaneously defines and continually binds a professional community of practice together.



Whether the Evolution of iSchool Revolves Around "Information, Technology and People"?

Y. Cai, P. Wu, P. Zhu

Nanjing University of Science and Technology, China, People's Republic of

As the research topics and specialties of the Information Schools (iSchool) have always been evolving, the new trends in research are emerging constantly. Whether the evolution of iSchool is still pursuing its vision and focusing on specific tracks of the information, technology and people deserves to be investigated. In this paper, the literatures published on 86 Information Science and Library Science journals, included in the Social Sciences Citation Index database of Web of Science between 2006 and 2015 are selected as the dataset. A co-word analysis is conducted to study the research topics of iSchool first. Then, combined with temporal and longitudinal information from literatures, under the help of Citespace, we identify the evolution of each topic. Based on the knowledge evolution, we reveal that the information is the primary line of all topics in the studied period. Technology helps create innovative information systems and designs information solutions to promote the evolution of iSchool, and the evolution of iSchool aims to maximize the potential of humans. In such a comprehensive way of exploring iSchool, a clear identity about iSchool vision is not only can be made, an effective research framework and a reliable reference for real-time tracking research is also provided.

 
1:30pm - 3:00pmSIE 9: The Pervasive Data Ethics Festivus!
0101 
 

The Pervasive Data Ethics Festivus!

M. Zimmer, M. Bietz, J. Matcalf, K. Shilton, J. Vitak

The growing prevalence of data-rich networked information technologies—such as the internet of things, wearable devices, ubiquitous sensing, and social sharing platforms—brings a similar increase in the flow of rich, deep, and often identifiable personal information available to computational and data science researchers. Increases in the scale, scope, speed, and depth of data-intensive computational research activities, however, require that we continuously confront the ethics of our data collection and research design processes. This playful session for interaction and engagement, organized by the PERVADE: Pervasive Data Ethics for Computational Research project ( http://pervade.umd.edu/ ), will foster open dialogue, criticisms, and debate among the iConference community about research ethics, including challenges when using data gleaned from social media platforms, network traffic, wearables devices, internet of things, and related pervasive platforms.

 
1:30pm - 3:00pmModus Create: The Bottom Line: How To Tie Your Design Decisions to Business Outcomes
Chasen Family Room 
 

The Bottom Line: How To Tie Your Design Decisions to Business Outcomes

J. Jones

Modus Create

Leading up to 2019, design has fought its way to a "seat at the table." Designers are in a position to make important decisions that shape the business. But design leads are ill-equipped to tie their design decisions to business outcomes, jeopardizing their seat at the table.

This talk will prepare you to succeed when you join the table. You'll leave understanding a few key things:

How to tie design decisions to measurable business outcomes.

How to define which metrics you should be tracking, based on your business model and company stage

How to drive team agreement on the one metric that matters

 
1:30pm - 3:00pmBlue Sky Paper 3
Session Chair: John King, University of Michigan
1105 
 

Radical Research Honesty in a Post-Truth Society

M. Twidale1, D. Nichols2

1University of Illinois, United States of America; 2University of Waikato, New Zealand

It seems that in much current research, big truths have to be protected by a bodyguard of little white lies, and a phalanx of unreported inconvenient truths. What would happen if we actually told the truth about how we really do research? Let’s see...



A Little Antagonism Might Be Nice: Investigation in Information Science

D. Carter1, D. Sholler2, A. Acker3

1Texas State University, USA; 2University of California, Berkeley, USA; 3University of Texas at Austin, USA

Academic research often claims to investigate phenomena, but we conventionally insist that such investigations take place with the consent of those being studied. In this blue sky paper, we suggest that information science researchers should consider the contexts in which it might be beneficial to violate this norm and pursue what we describe as antago-nistic investigation. In relation to illegal and socially harmful activities such as platform manipulation, fraud and the spread of propaganda, we argue that researchers should go against the wishes of those they’re studying and possibly, in the process, violate privacy norms, challenge illegal activities and call for accountability as a result of research. While these investigative activities are not conventional in information science research, they draw on core strengths of the field and position researchers to produce impactful work on relevant and pressing topics.

 
3:00pm - 3:30pmBreak
 
3:30pm - 5:00pmPapers 19: Information Behaviors on Twitter
Session Chair: Michael Zimmer, UW-Milwaukee School of Information Studies
2110/2111/2112 
 

Understanding Online Trust and Information Behavior Using Demographics and Human Values

N. Verma, K. R. Fleischmann, K. S. Koltai

University of Texas at Austin, United States of America

In the aftermath of the 2016 U.S. Presidential Election, the role of social media in influencing the dissemination of information is a timely and criti-cal issue. To understand how social media-based information, misinfor-mation, and disinformation work in practice, it is critical to identify factors that can predict social media users’ online information behavior. To this end, we designed an experiment to study the influence of the independent variables, demographics, and human values, on the dependent variables, so-cial media users’ observed trust behavior, self-reported trust behavior, and information behavior. We report the statistically significant results of these comparisons; for example, we found that liberals were more likely to trust mainstream media (p < 0.05) and scientific journals (p < 0.05) and to state that the content of the linked pages influenced their trust (p < 0.01) than moderates; for values, we found that participants who more highly valued security were more likely to trust mainstream media articles (p < 0.05), to notice the presence or absence of hyperlinks, and to click on fake news arti-cles (p < 0.05). Ultimately, both demographics and values can be used to predict online trust and information behavior; while demographics are commonly captured or predicted in online marketing, values represent a much less tapped opportunity to predict social media users’ online trust and information behavior.



Categorization and Comparison of Influential Twitter Users and Sources Referenced in Tweets for Two Health-Related Topics

A. Addawood1,2, P. Balakumar1, J. Diesner1

1University of Illinois Urbana-Champaign, United States of America; 2Al Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia

The internet’s evolution has had a profound influence on how people ac-quire medical information. The innovation of web 2.0 has been regarded as the primary motivating factor for people who want to access health-related education. In this work, we identify the URL categories that Twitter users incorporate into their messages when engaging in two selected health-related topics (MMR vaccines and healthy diets). Moreover, we identify the categories of influential message authors who engage in these two topics. Finally, we explore the relationship between different user categories and their patterns of URL sharing. Our results show that when it comes to in-fluential users sharing fake news, users discussing vaccine-related topics were more than twice as likely to share a fake news URLs than those dis-cussing healthy diets.



Twitter Activity at Recent LIS Academic Conferences

D. Albertson

University at Buffalo, The State University of New York, United States of America

The present paper reports on different Twitter activities throughout several library and information science (LIS) focused research conferences which took place over the summer of 2018. Current findings show levels of activity and engagement, both overall and at different time-points throughout the conferences. The study provides descriptive findings about Twitter use and ways in which researchers can analyze social media activities as measures of scholarly communication at academic conferences. Opportunities remain for future in-depth studies of social media and its broader implications for scholarly communications from academic conferences.

 
3:30pm - 5:00pmPapers 20: Data Mining and NLP
Session Chair: Catherine Blake, Illinois
2100/2101/2102 
 

Identifying Finding Sentences in Conclusion Subsections of Biomedical Abstracts

Y. LI, B. YU

Syracuse University, United States of America

Segmenting scientific abstracts and full-text based on their rhetorical function is an essential task in text classification. Small rhetorical segments can be useful for fine-grained literature search, summarization, and comparison. Current effort has been focusing on segmenting documents into general sections such as introduction, method, and conclusion, and much less on the roles of individual sentences within the segments. For example, not all sentences in the conclusion section are describing research findings. In this work, we developed rule-based and machine learning methods and compared their performance in identifying the finding sentences in conclusion subsections of biomedical abstracts. 1100 conclusion subsections with observational and randomized clinical trials study designs covering five common health topics were sampled from PubMed to develop and evaluate the methods. The rule-based method and the bag-of-words based machine learning method both achieved high accuracy. The better performance by the simple rule-based approach shows that although advanced machine learning approaches could capture the main patterns, human expert may still outperform on such a specialized task.



How to Make a Successful Movie: Factor Analysis from Both Financial and Critical Perspectives

Z. Gao1, V. Malic1, S. Ma2, P. Shih1

1indiana university bloomington, United States of America; 2Nanjing University of Science and Technology

Over the past twenty years, people have seen considerable growth in film industry. There are two common measurements for movie quality, financial metric of net profit and reception metric in the form of ratings assigned by moviegoers on websites. Researchers have utilized these two metrics to build models for movie success prediction separately, while few of them investigate the combination. Therefore, in this paper, we analyze movie success from perspectives of financial and critical metrics in tandem. Here, optimal success is defined as a film that is both profitable and highly acclaimed, while its worst outcome involves financial loss and critical panning at the same time. Salient features that are salient to both financial and critical outcomes are identified in an attempt to uncover what makes a "good'' movie "good'' and a "bad'' one ``bad'' as well as explain common phenomenons in movie industry quantitatively.



Authority Claim in Rationale-Containing Online Comments

L. Xiao, X. Huo

Syracuse University, United States of America

We examined whether the existence of authority claims signifies one’s ra-tionales in online communication content, potentially contributing to the re-search on rationale identification and rationale generation. Authority claims are statements that reveal the writer’s intention to bolster the writer’s credibil-ity. In open online communications, the anonymity and the dynamic partici-pation make it challenging to establish the credibility of their viewpoints and reasoning. Therefore, we hypothesize these online participants will tend to use authority claims to bolster their credibility when presenting their justifica-tions. We annotated authority claims in 271 text segments that contain online users’ rationales. These text segments are adapted from the open access cor-pora provided by Rutgers’ Argument Mining group. Contrary to our hypothe-sis, we found that in our dataset the users scarcely attempted to bolster their credibility when presenting their reasoning to the others in these activities. We call for more investigations to explore the role of activity context affects participants’ use of authority claims in their reasoning traces. We further state that the effects of communication medium on individuals’ cognitive and meta-cognitive processes are important to consider in argument mining research.

 
3:30pm - 5:00pmPapers 21: Informing Technology Design Through Offline Experiences
Session Chair: Carsten Oesterlund, Syracuse University
0105 
 

“Happy Rides Are All Alike; Every Unhappy Ride Is Unhappy in Its Own Way”: Passengers’ Emotional Experiences while Using a Mobile Application for Ride-sharing

M. Dedema, P. Zhang

Peking University, China, People's Republic of

Ride-sharing is a rising approach that provides more convenience and flexibility for road users. Previous research has examined the process, existing forms, and matching algorithms of real-time dynamic ride-sharing technology, but we know little about how users feel when they use a ride-sharing application. In this paper, we describe a study that investigates passengers’ emotional experiences when us-ing a ride-sharing application and examines factors related to passengers’ emo-tional experiences. We conducted a survey with 1,129 users of a major ride-sharing app from four cities in China. Results show that: (1) passengers feel more positive emotional experiences (75%) such as “satisfaction” (47%) than negative emotions; (2) negative emotional experiences (worry, disappointment, anger) differ from each other in causal agency, emotional outlet, and action ten-dency; (3) context of use, interaction, and user characteristics are related to pas-sengers’ emotional experiences. The results provide some preliminary under-standing of the passengers’ emotional experiences, and could be helpful to im-prove the design of such socio-technical solutions.



From Paper Forms to Electronic Flowsheets: Documenting Medical Resuscitations in a Time of Transition

S. Jagannath1, A. Sarcevic1, S. Myers2

1Drexel University, Philadelphia, PA, USA; 2The Children's Hospital of Philadelphia, Philadelphia, PA, USA

Electronic Health Records (EHRs) have a critical role in supporting continuity of patient care and effective clinical decision-making. Although EHRs are widespread today, many emergency departments (EDs) have been slow in adopting them for documenting time-critical scenarios such as resuscitations. Introduction of an electronic flowsheet for documenting medical resuscitations at our research site provided a unique opportunity for studying the nuances of the transition from paper to electronic documentation. We observed 44 medical resuscitations and conducted post-event interviews with 24 nurse documenters to examine their interactions and behaviors with the newly implemented electronic flowsheet. While our findings showed many advantages of electronic documentation, such as improved access to patient records and auto-population of flowsheet sections, we also identified several challenges associated with the flowsheet navigation, technical issues, and lack of practice and use opportunities. We observed different workarounds used by nurse documenters to overcome these challenges, including the use of paper-based mechanisms, free-text fields, and simultaneous documentation by two nurses. Based on our findings, we provide design guidelines for improving the electronic flowsheet to support its use during resuscitations.



Firefighters’ Strategies for Processing Spatial Information During Emergency Rescue Searches

J. Cope1,6, M. Arias2,6, D. Williams3,6, C. Bahm4,6, V. Ngwazini5,6

1University of Pittsburgh; 2California State Polytechnic University, Pomona; 3Indiana University; 4La Roche College, United States of America; 5Oakwood University; 6ISchool Inclusion Institute

Firefighters face a unique wayfinding situation when they are in emergency situations. This study aims to examine the strategies that firefighters use when in an emergency situation with the goal being to use these insights in future research. In this study, we interview 12 firefighters from around the USA about the methodologies they use when in an emergency situation. After analyzing the results using grounded theory as a basis, we found that firefighters around the country use similar rules that allow them to either 1) build a path 2) use visual aids 3) use cognitive strategies and 4) use directional aids. From here, we hope we can link these strategies to actual tools that can help firefighters save lives.

 
3:30pm - 5:00pmSIE 10: Information Technologies and Knowledge Representation for the Benefit of Diverse & Marginalized Communities of Users
0101 
 

Information Technologies and Knowledge Representation for the Benefit of Diverse & Marginalized Communities of Users

A. Rorissa, D. Potnis, H. Iyer, N. T. Versaggi

This Session for Interaction and Engagement is meant to stimulate a vibrant discussion mainly focusing on how information technologies and knowledge representation systems can be leveraged to benefit diverse & marginalized communities of users. In particular, we will focus on: (1) the challenges and opportunities associated with the application of information and communication technologies for the development of marginalized communities across the world by extending the people-process-technology paradigm grounded in the business process management literature, by adding “information” as a new dimension, and (2) design of information & knowledge representation systems, including ontologies, for domains less known to diverse user groups and development of taxonomies for multinational enterprises located in different parts of the world. The information dimension would frame the discussion centering on information access, use, organization, policies, and security, with the potential to inform the design and use of emerging technologies and systems to effectively serve diverse user communities.

 
3:30pm - 5:00pmSIE 11: iStories: Reimagining the narratives of information research
Patuxent Room 
 

iStories: Reimagining the narratives of information research

M. Kaczmarek, B. Tulloch, S. Shankar, A. Hoff, L. Nathan

What are the narratives our research tells and how do they connect? For decades, the language used by the institutions, professions, markets and industries concerned with the treatment of information have influenced and constructed the ways we define, study and value information (Buckland, 2017; Day, 2001). In this 90-minute interactive session, we invite information scholars to consider and discuss their role as storytellers describing the information field. Through group discussion and art-based activities, we draw attention to the diverse ways that our research speaks to the larger meta-narratives of information research and question the stories that are told and untold. By reimagining researchers as storytellers, this session is designed to highlight the diversity and possibility within the interdisciplinary iSchool community, imagining new ways of using our research to inform, include, and inspire others within and beyond the field.

 
3:30pm - 5:00pmSP2: ASIS&T Panel: Information Science Beyond the Information Age
Session Chair: Elaine Toms
Chasen Family Room 
 

ASIS&T Panel: Information Science Beyond the Information Age

E. Toms1, L. S. Connaway2, J. Mostafa3, D. Kelly4

1Association for Information Science & Technology, United States of America; 2OCLC Research; 3University of North Carolina; 4University of Tennessee

Although it can be argued that we are still in an information age of sorts, it can be debated that we are now moving on to a hybrid age, an age that will seamlessly integrate technology and people; or perhaps an experience age; or an algorithmic age in which decisions will be made for us; or an imagination age where creativity will be a key economic driver; or more likely a hybrid of all four. Whither Information Science in this evolution? We saw the growth and establishment of the discipline in the Information Age, but now that information is anywhere, any place, any time, is information simply taken for granted? What new directions will we evolve to? Where is our science taking us and where should it take us? This panel will explore our futures, exposing trends, and identifying fruitful channels for our work.

Panelists: Elaine Toms, ASIS&T (chair); Lynn Silipigni Connaway, OCLC Research; Javed Mostafa, University of North Carolina; Diane Kelly, University of Tennessee

 
3:30pm - 5:00pmiSchool Partnerships and Practices, Part 3 of 3
Session Chair: Heidi Julien, University at Buffalo, SUNY

Combining industry collaboration and teaching: can it work?

1105 
 

Evaluating Community-Based Experiential Learning

R. Arias-Hernandez, C. Cui

iSchool at University of British Columbia, Canada

This session presents initial results of a strategy to improve iSchool’s Community-Based Experiential Learning (CBEL) initiatives. The emphasis is on developing and testing an evaluation model of CBEL, at the course level that provides the required empirical data to evaluate student’s learning/experience, instructor goals, community partners’ learning/experience, and achievement of iSchool goals in CBEL initiatives. In this session, we present the goals for this project, the evaluation model we developed, and preliminary results of a case study in progress: evaluation of an iSchool’s undergraduate course that uses CBEL intensively. The long-term goal of this project is to provide an evaluation model that can be applied to all programs at the iSchool, that provides effective data collection instruments and empirical data for quality enhancement of CBEL initiatives, and that is flexible enough to be adapted by other iSchools and programs using CBEL.



Learning research data management in an active learning classroom

H. Francke1, S. Ekman2

1University of Borås, Sweden; 2Swedish National Data Service, Sweden

Research data management (RDM) activities are increasingly becoming incorporated in the academic library as well as in iSchool curricula. This paper reports on how active learning classroom (ALC) pedagogy has been successfully used in a blended-learning professional-development course for university staff in RDM support. The course is a collaborative initiative between an iSchool and a national data archive. ALC tasks have been designed to allow participants to combine their respective experiences with learning from course material in order to solve problems, device solutions, and create reference material. Tasks are focused around cases that relate closely to activities the RDM support staff may meet and allow participants to compare local conditions in their respective institutions. The course combines practical, strategic and theoretical content. Both the use of ALC and collaboration between an iSchool and a data archive can fruitfully be transferred to other RDM training initiatives.



Pratt iSchool Fellows Program: Collaborating across NYC

A. Cocciolo

Pratt Institute, United States of America

In this presentation, Dean of the iSchool at Pratt Institute Anthony Cocciolo will discuss its fellowship program, which pays students to do a fellowship for 9-months at a NYC institution. Fellowship sites include the Metropolitan Museum of Art, Guggenheim Museum, NYC Mayor’s Office for Data Analytics, among seven others. Cocciolo will discuss the lessons learned, feedback from students and the life-after-school of the students who participated in the fellowship program. The presentation will aim to provide transferability to other institutions who might be interested in putting their scholarship money to work to make new connections.

 
5:00pm - 6:00pmPoster Session
Hall of Distinction 
 

The Social Media and Civic Engagement Matrix

A. Finholt1, A. Million2, L. Hemphill2

1Kalamazoo College, United States of America; 2University of Michigan, United States of America

This poster presents a framework for classifying online civic behaviors expressed in social media. We draw attention to how engaged communities report high qualities of life, and then we argue prior research typically portrays engagements as positive and cooperative. We explain why prior studies seem to take the view they do and present findings from an interview study that suggests civic engagement often feels uncomfortable or negative. We propose a two-dimensional matrix of sociality and efficacy—the Social Media and Civic Engagement Matrix—that provides a useful theoretical tool for thinking about civic engagement activities. Finally, we conclude by outlining plans for future research using our framework.



Participatory Development of an Open Source Broadband Measurement Platform for Public Libraries

C. Rhinesmith1, C. Ritzo2, G. Bullen2, J. Werle3, A. Gamble1

1Simmons University, United States of America; 2Open Technology Institute, New America, United States of America; 3Internet2, United States of America

Public libraries need access to reliable, automated, and longitudinal data on the speed and quality of service of their broadband Internet connections. Having such data at a local, granular level is essential for libraries to understand how their broadband infrastructure can meet their communities’ digital demands, as well as inform local, state, and national broadband planning efforts in the U.S. This paper presents a participatory research methodology and an information system design to investigate how public libraries can utilize broadband measurement tools to help achieve these goals.



Towards a Domain Ontology for Data Assemblages

C. Boyd

Simmons University, United States of America

Critical data studies (CDS) is an interdisciplinary research area concerned with the critical, systematic investigation of socio-technical infrastructures involving data, called data assemblages. CDS scholars have expressed a de-sire for more empirical studies that compare data assemblages, trace their change over time, and that offer insights to inform their design. This poster describes the development of research infrastructure to support these stud-ies: a prototype, extensible domain ontology and glossary based upon Ma-nuel DeLanda's neo-assemblage theory (NAT). These knowledge representa-tion tools are intended to consolidate and codify shared knowledge about assemblage theory and ultimately to enable researchers to describe, model, and compare assemblages and their topologies. The prototype NAT ontolo-gy and glossary were developed using a lightweight version of the Unified Process for Ontology building (UPONLite). Future work will involve ex-tending the NAT ontology to support data assemblage concepts and rela-tionships using a method similar to Grounded Ontology (GO). It is antici-pated that scholars may also use these two tools to support work involving other types of assemblages or use the ontology construction method to de-velop an ontological model of their preferred social theory.



Algorithmic Accountability in Surveillance Regulation

M. Young1, M. Katell2, P. M. Krafft3

1University of Washington, United States of America; 2University of Washington, United States of America; 3University of Washington, United States of America

We conduct an ethnographic case study of the 2017 Seattle Surveillance Ordinance and place it in the context of recent and ongoing legal efforts in other cities. We evaluate these policies through the lens of sociotechnical interventions to prevent algorithmic harms. Our evidence suggests that ex-isting regulatory efforts do not fully anticipate analytic capabilities of algo-rithmic systems. We argue that finer-grained distinctions between types of surveillance systems would strengthen surveillance regulation by making their underlying methods more legible to political and community stake-holders.



How comprehensive is the PubMed Central Open Access full-text database?

J. He, K. Li

Department of Information Science, Drexel University, United States of America

The comprehensiveness of database is a prerequisite for the quality of scientific works established on this increasingly significant infrastructure. This is especially so for large-scale text-mining analyses of scientific publications facilitated by open-access full-text scientific databases. Given the lack of research concerning the comprehensiveness of this type of academic resource, we conducted a project to analyze the coverage of materials in the PubMed Central Open Access Subset (PMCOAS), a popular source for open-access scientific publications, in terms of the PubMed database. The preliminary results show that the PMCOAS coverage is in a rapid increase in recent years, despite the vast difference by MeSH descriptor.



Decision-making processes for e-book products: mixture of institutional and rational actions

M. Zhang

University of Wisconsin-Madison, United States of America

In this study, I examine the decision-making processes employed by academic librarians to purchase e-book products through interviews. I first investigate my participants' perceptions of the context in which they made their purchasing deci-sions. I then explore the mixture of institutional and rational actions found in the described decision-making processes. I conclude by discussing the driving factors that drove participants' adoption of these different actions.



The Economic Value of Personal Information Under the Situation of Information Leakage

S. Deng1, H. Zhao1, Y. Liu2

1Center for Studies of Information Resources,Wuhan University; 2Aalto University School of Business,Finland

In recent years, there are increasing concerns on personal information leak-age. As a result, implementing differentiated protection according to con-sumers’ preferences is necessary. Based on discrete choice model, this paper seeks to quantify the economic value of different types of personal infor-mation by studying individuals’ willingness to accept compensations at dif-ferent situations of information leakage. The results show that individuals generally attach great importance to basic personal information, but have lit-tle concerns on their social network information. Individuals value all types of personal information differently based on their gender, age, education and frequency of Internet use. The results of which are expected to aid stake-holders in adjusting their information collection strategies.



Social Media Policy Analysis for Primary and Secondary Public Schools and Districts

C. Hank, V. Singh, S. Hamak

University of Tennessee, United States of America

Social networking sites are ubiquitous channels for communication. Adoption and use are widespread, and demographic characteristics of adopters are diffuse. With social networking sites an indelible component of the contemporary communication and information landscape, information policies have been enacted to inform, guide and regulate adopters’ use in a variety of settings. Taking a census approach, this study investigates the state of social media policies in a particular setting: public schools and public school districts in the state of Tennessee. Public schools present a unique lens to examine social media policies as the contexts (intra- and extramural) and potential stakeholders addressed (e.g., students, teachers, administrators, parents, volunteers) are diverse. In particular, the age of minor students presents an interesting challenge as policies may address their social networking activities, even though students may be too young, per the terms of service agreements of social networking applications, to participate. The poster to be presented will report preliminary findings on the extent, scope and content of social media policies for 146 school districts and 1,744 public schools in Tennessee.



A Comparative Study on Data Science and Information Science: From the Perspective of Job Market Demands in China

D. Wu, Z. Liu

Wuhan University, China, People's Republic of

With the development of big data, data science related positions are highly demanded in the job market. Since information science and data science greatly overlap and share similar concerns, this paper aims to compare them from the perspective of the job market demands in China. We crawled 2,680 recruitment posts related to data science and information science. Then we made a comparative study on these two domains about the skills, salary, and clusters of position responsibilities. The results showed that they had differ-ent emphasis on the skills, the qualification standard and the application ar-ea.



Improving information sharing in Chinese hospitals with Electronic medical record: The Resource-Based View and Social Capital Theory Perspective

H. Li, J. Walters, R. Tian

Northumbria University, United Kingdom

This research implicates that in large Chinese hospitals, in the individual level, EMR is able to make clinicians get access to more sources of information and knowledge to increase their working efficiency and make the right decision; in organisational level, EMR helps Chinese hospitals achieve effective cross-boundary information sharing and integration and promotes organisational learning and organisational memory in these hospitals.



Leaving No One Behind: Preparing China’s Public Librarians for Providing Multicultural Services to Ethnic Minorities

L. Zhou1, C. Cui1, T. Zijlstra2

1Wuhan University, China, People's Republic of; 2University of Derby, UK

This research aims to develop a guideline for training China’s public librarians for the provision of multicultural services to ethnic minorities. This poster reports on the findings drawn from a pilot study, in which a qualitative case study approach was employed. Yanbian Library, the regional central library of China’s Yanbian Korean Autonomous Prefecture, was selected as a case study. 10 library professionals were interviewed using a semi-structured interview script. All interviews were digitally recorded, transcribed, and analysed using a thematic analysis approach. The analysis pointed to six core capabilities for multicultural services, namely, library professional capabilities, multilingual capabilities, minority culture awareness, special collection development capabilities, technological capabilities, and service management capabilities.



Exploring Design Coursework in Graduate Library Education: iSchools vs. non-iSchools

R. I. Clarke, N. Potter

Syracuse University, United States of America

The information field has often struggled with identity. Recently, design has been proposed as one aspect that might unify the information fields, especially the divide between librarianship and other information areas. To explore this possibility, we investigated what, if any differences exist between the number ar character of design courses offered in U.S. MLIS programs housed in iSchools vs. those housed in non-iSchool settings. A review of course titles and descriptions that included the word “design” revealed that iSchools offer approximately twice as many courses, and a classification of courses by topic reveals that although computing topics dominate, design is found across a broad variety of curricular topics. These findings suggest that design is indeed present in graduate library education, potentially positioning iSchools to better unify what may have previously been considered more disparate fields.



Yes, You Can Still Touch This: Playtesting Interactive Prototypes for Museum Spaces

J. Smith1, K. Gomez2, A. Cortes-Rivera3

1University of Michigan, United States of America; 2College of Westchester, United States of America; 3Penn State University, United States of America

Museums around the world work to collect, manage, and preserve culture and information. One obstacle these institutions face is the challenge of effectively disseminating this information to their visitors. It is speculated that museum spaces incorporating interactive technology could invite museum visitors to engage in experiences that make exhibit content more memorable. While several museums in the United States are in fact implementing interactive technology in their exhibits, they are not always executed to the best of their ability. The purpose of this study is to analyze the ways game design and interactive media can engage museum goers and improve information retention. Additionally, this project aimed to determine the aspects of interactive media design that make it effective and ineffective, and used this criteria to develop an interactive augmented reality application and a 2D trivia game application for the Smithsonian’s National Museum of the American Indian.



Collaborative information seeking in library makerspaces: An exploratory study

X. Li

Rutgers University, United States of America

The purpose of this exploratory study was to understand the situations that trigger young people to collaborate in information seeking as they participate in makerspace activities. A total of twenty-one young people at two library makerspaces were recruited. Data collection methods included field observations, individual interviews, photovoice, and focus groups. Findings show four situations that trigger young people to seek information collaboratively, including situations of finding materials for shared projects, solving problems together, figuring out how-to questions, and generating ideas for potential projects. This study addresses the gap in the extant literature with empirical evidence to show that young people switch from individual information seeking to collaborative information seeking fluidly and naturally. For practical implications, library professionals can provide additional support to help young people seek information together in these identified situations.



Analyzing topic and stance in fake news stories

B. E. Auxier, J. Golbeck

University of Maryland College Park, United States of America

The term “fake news” gained traction during the 2016 US presidential

election and campaign cycle. Previous work on this data set identified seven

themes in fake news articles, including positions opposing or favoring groups or

individuals, conspiracy theories and racist messaging. This work analyzed hundreds of those fake news articles (N=272) in order to better understand the topics covered and stances taken. Seven main topics were identified in the articles. The majority of articles took a stance against an individual, group or topic. Among the articles that took a stance, the majority of them were pro-Trump.



Beyond Being Human: The (In)Accessibility Consequences of Modeling 
VAPAs After Human-Human Conversation

A. R. Mukkath Roy1, A. Abdolrahmani1, R. Kuber1, S. M. Branham2

1UMBC, Baltmore, MD, USA; 2UC Irvine, CA, USA

Voice-Activated Personal Assistants (VAPAs) like Amazon’s Alexa and Google Assistant have rapidly become pervasive, with users spanning from the youngest young to the oldest old of our society. However, little is known about the nascent VAPA interaction paradigm: what are the fundamental metaphors and guidelines for design, and how do they constrain potential uses and users? This poster begins to answer these questions through a qualitative document review of VAPA design guidelines published by Amazon and Google. Initial results show that human-human conversation is considered the gold standard of interaction. We present an argument that troubles this assumption by adopting a lens of accessible interface design for blind individuals. We advocate VAPA design that moves beyond being human.



Keyword-Citation-Keyword Network:A new method for Discipline Knowledge Structure Analysis

J. Wang, Q. Cheng, W. Lu

School of Information Management,Wuhan University

As an important analysis method in bibliometrics, co-word analysis is used to map knowledge domain and discover the discipline knowledge structure based on the co-occurrence relationship between keywords in articles. In view of the problem existed in the traditional methods that the importance of keywords is not distinguished by the article and the co-occurrence of keywords is limited to the same article, the citation network is combined with the co-word analysis in this paper and a Keyword-Citation-Keyword (KCK) network is constructed. Then an empirical study is conducted in the computer science domain and the Mapping Knowledge Domain is generated by Gephi. The results indicate that compared with the traditional co-word network, the proposed method not only shows a better clustering performance but also discovers the important intellectual structure.



Engagement in Facebook learning groups

T. Gazit

Bar-Ilan University, Israel

Facebook groups have become a popular tool and are often used for educational purposes. In the current study, a Facebook learning group was created as a sup-port to a course in the university with the participation of the students and the management of the researcher, in order to better understand what makes the stu-dents be more or less engaged in the group. By the end of the semester, 44 stu-dents have answered an open question in an online questionnaire about their en-gagement. Their answers were analyzed into six factors behind active engagement or lurking in the Facebook learning group: getting help with the learning material, the quality of the group leader's response, students’ sense that they were not cop-ing alone with the difficulties of the material, the group's interactive nature, the prizes and the gameplay and accessibility. This action research shed a light on the students’ motivation to participate actively in learning Facebook groups and en-rich their learning experience.



Lessons Learned from the Investigation of Academic WeChat Official Accounts

S. Xu, B. M. Hemminger

University of North Carolina at Chapel Hill, United States of America

This poster reports the issues we encountered in the investigation of WeChat Official Accounts. The goal of our study is to explore how scientific articles are communicated on WeChat, with a particular focus on whether it can be a promising source of altmetrics. WeChat is different from other influential social media tools in many aspects including the technological affordances, user groups, languages used, among others. This poster describes and discusses findings of the WeChat specific features regarding technical barriers (based on the infrastructure and affordances), language barriers (mainly between English and Chinese), cultural barriers (about commenting and sharing behavior of users), and policy barriers.



Data Dashboards as Infrastructures for Data Literacy

F. A. Peer

Georgia Institute of Technology, United States of America

Community indicator data dashboards are a class of free, publicly accessi-ble websites, usually built by city administrations or non-profits to help a community monitor or keep track of issues that are of common concern. Such dashboards typically contain data about a community’s de-mographics, education, health, public safety, workforce, transportation etc. and are designed to be as intuitive and straightforward as possible, so their insights are accessible to novice as well as expert users. For certain commu-nities though, this vision of data availability, access and analysis is hin-dered by numerous barriers which have led to widening the gap between the data have’s and the have nots. A lack of data literacy is one such barrier that prevents certain underserved communities from participating in this data revolution. My research is concerned with taking an infrastructural ap-proach to operationalizing a data literacy program for leaders within such communities, in a way that will reveal the various socio-technical factors that are critical to the creation, conceptualization and use of data dash-boards. Knowledge of these socio-technical factors will, I hope, lead to more critically informed use of the dashboard’s data for advocacy and other civic purposes.



Community Health and Wellness: Rural Library Practices, Perspectives, and Programs

C. D'Arpa1, N. Lenstra2, S. Burke3, E. Rubenstein3

1Wayne State University, United States of America; 2University of North Carolina Greensboro, United States of America; 3University of Oklahoma, United States of America

This poster outlines a collaborative research work in progress that seeks to answer the overarching research question: How do small and rural public li-braries address health and wellness through public programs? In the face of the increasing disinvestment in rural communities and their access to health care, public libraries are developing innovative programs to support health and wellness. These programs include cooking/nutrition, gardening, exercise, and health fairs. This research project is designed to better understand cur-rent practices in small and rural public libraries with regards to community health and wellness programming and to disseminate that information to assist other libraries to become even more robust catalysts of community health. The poster also suggests new ways to include rural libraries in the research of iS-chools, thus inspiring and informing new collaborations.



Sustaining Multilinguality: Case Studies of Two American Multilingual Digital Libraries

A. Wu, J. Chen

University of North Texas, United States of America

Language barriers have greatly limited information access for many digital libraries. Only a few digital libraries currently provide multilingual services because maintaining a multilingual digital library requires tremendous financial support and considerable technical capabilities. There are no studies exploring the successful multilingual digital libraries. And it is unclear what factors have contributed to their success. Through a case study of two American multilingual digital libraries, this study attempts to investigate the technical and practical challenges digital libraries encounter in building and sustaining multilinguality, in order to identify the factors contributing to their successes and thus develop a model for sustaining multilingual services. Qualitative methods including in-depth interviews and content analysis will be employed to collect and analyze the data. The outcomes of this study are expected to provide useful guidelines and insights for the digital library community to provide multilingual services.



Beyond “Too much information” : Constructing a Scale for Measuring Information Overload

A. Ndumu

University of Maryland iSchool, United States of America

Information overload represents stress resulting from voluminous or complex resources. Though often discussed, it is seldom measured. To encourage empirical examinations of information overload, the researcher created a literature-derived scale that consists of behavioral, qualitative, and quantitate constructs. Based on preliminary results from a study investigating information overload among immigrants in the U.S., the scale is an adequate instrument for measuring information overload. Specifically, validity and reliability analyses demonstrate that the scale is sound, but can be strengthened.



Information use and information behaviour of graduate students at Kuwait University

W. A. AL-Motawah

Public Authority of Applied Science, Kuwait

The study investigates the information use, information behaviour and information needs of Kuwait University (KU) graduate students, to gain a deeper understanding of the supporting role of KU libraries for research. In-depth semi-structured interviews, thematic analysis, and cross-case analysis was used to gain insight into the information activities of 48 graduate students in four colleges: Engineering, Science, Arts and Law. Whitley’s theory was used as a framework to help understand the influence of disciplinary cultures in shaping the information activities of the graduate students along their research process.Significant factors related to cultural context of the discipline were found that influence the students’ information use and behaviour.



Question topics on social Q&A sites: A multi-field analysis of Zhihu

S. Deng, A. Zhao

Center for Studies of Information Resources,Wuhan University

While studies examining user participation, question types or answer charac-teristics on social question and answer (social Q&A) sites, this corpus has lacked concern about question topics. Based on 68,273 questions of five dif-ferent fields on Zhihu, this study analyzed the topic distribution and com-pared the differences. The results showed that most questions have five or three topics. One topic appeared more frequently than two and four topics, expect the health field. In addition, there is a significant correlation between the number of topics and the number of followers and answers of the ques-tion. The study sheds light to question topics selection for users and provides implications for user information behavior on social Q&A sites.



A Study of the Information Behaviors of African Refugees

M. D. Hassan, D. Wolfram

University of Wisconsin-Milwaukee, United States of America

We provide preliminary findings of a study of the information behaviors of Afri-can refugees living in an urban area in the Midwest of the United States. Twenty-six participants completed a questionnaire of their information needs and seeking behaviors, participated in an interview regarding these behaviors and/or partici-pated in a focus group session. Data collected from these three data sources were analyzed to better understand the challenges recently arrived African refugees en-countered. Participants’ information needs centered around housing, health care, employment and education. The participants were not necessarily satisfied with the information they were able to find, and they reported initially relying heavily on their case workers as sources of information when they first arrived in the United States until they were able to establish larger networks of contacts, which expanded their information sources and behaviors.



How Do People Perceive Facebook Features on Health-related Facebook Posts?

J. Yoon1, S. Y. Syn2, A. Tippett1

1University of South Florida, United States of America; 2The Catholic University of America, United States of America

Social media has become one of the main health information channels that can provide real-time information in a cost-effective way for the public. Facebook is known to be the most popularly used social media. This preliminary study examined how Facebook users perceive the influences of Facebook features on their cognitive outcomes of Facebook reading, which includes Attention to a Facebook post, Understandability, Credibility, and Rememberability of a Facebook post. An online survey was conducted and data from 41 undergraduate and graduate students was analyzed. According to participants’ self-reports, Caption is most influential on overall cognitive outcomes; however, their selections with sample Facebook posts showed that well-designed infographics give positive influences on overall cognitive outcomes and for Credibility, post creators and links to the original sources were also important. This study results contribute to recommendations for how health professionals can make optimal use of Facebook for effective health information communication.



Graduate Archival Education at iSchools

J. Zhang1, A. Poole2

1Catholic University of America, United States of America; 2Drexel University, United States of America

This poster reports the preliminary findings of ongoing research on archival courses offered by North America graduate archival programs. It compares and contrasts the graduate archives course offerings of iSchools and non-iSchools. The findings will help the Society of American Archivists’ (SAA’s) Graduate Archival Education Subcommittee (GAES) assess the SAA Guidelines for a Graduate Program in Archival Studies (GPAS) and make appropriate recommendations for revision.



Processes and Challenges for the Adoption of Blockchain Technology in Food Supply Chains: A Thematic Analysis

S. Chen1, J. Yan1, B. Tan2, X. Liu1, Y. Li1

1Nanjing University, China, People's Republic of; 2Durham University

Blockchain technology has become increasingly popular and at-tracted interests from many innovators, technologists and scholars in recent years. Beyond the financial sector, the blockchain technology is promising in addressing the current limitations in food supply chain management. As the adoption of blockchain in food supply chain is still in an early stage, it is significant to have a thematic framework for understanding the processes and challenges. This paper aims to exploring the adoption of blockchain technology in food supply chains with a thematic analysis. A desktop re-search is conducted and all the data is collected from online databases, in-cluding Factiva, Nexis, and Google scholar. Then we carry out a qualitative thematic analysis, according to the investigation processes suggested by Creswell. The findings illustrate that business processes, characteristics of blockchain related technologies, and IT governance are very important fac-tors in the process of blockchain adoption in food supply chains. We also identify both four main categories of challenges for the adoption of block-chain technology.



Assessing Project-Based Learning in Harmony Public Schools’ STEM SOS™ Model

M. Karakas, B. Schultz-Jones

University of North Texas, United States of America

Harmony Public Schools, a K-12 Charter School network in Texas, designed a project-based learning model titled STEM S.O.S.™ to increase student knowledge and interest in STEM and produce self-motivated and self-regulated learners. Grade 9 MAP and STAAR assessment results were quantitatively analyzed with a quasi-experimental approach using bivariate analysis and linear regression for a preliminary analysis to-wards establishing the effectiveness of this model. The results demonstrated consistency with previous research for success of project-based learning and produced new findings in terms of gender and ethnicity.



Assistive technologies and dementia: Exploring professional caregivers’ attitudes toward the use of assistive technologies in providing care for people with dementia

E. R. Ely

University of Wisconsin - Madison, United States of America

This paper examines professional caregivers’ perceptions of the use of assistive technologies in providing care for people with dementia. Five professional caregivers were interviewed and a combination of grounded theory and Discourse Analysis was used to analyze the data. All interviewees viewed dementia as a disability, demonstrating the dominance of the disease as a social concept. Findings indicate caregivers operate under discourses of assistance and disability. While caregivers acknowledged technologies can assist in the care of people with dementia, responses also indicated benefits are minimized or negated due to complications of implementing technologies. Results indicate that professional caregivers' perceptions of the use of technologies in providing care for people with dementia are mixed. Despite the benefits, assistive technologies can only be one part of providing effective care for people with dementia.



Does Diversity of Team Members Affect Scientific Success of a Team? A Preliminary Study

C. Zhang1,2, Y. Bu1, Y. Ding1

1Indiana University Bloomington, United States of America; 2Qiqihar Institute of Engineering, China

This study investigates how the diversity of team members influences the scientific success of a team. The diversity of a team is measured by the entropy of team members’ scientific ages when conducting the collaboration, their citation numbers, and their publication numbers, as well as the similarity of their research topics. A team’s scientific success is quantified by the average number of citations per year the collaborative publication has received. We find that the diversity on team members’ productivity (publication numbers) and the diversity on members’ career statuses (scientific ages) will increase the team performance. On the contrary, the diversity on the team members’ research topics and their personal impact (citation numbers) will decrease the team performance. These findings help understand the essential characteristics of team diversity and provide guidance on building successful research teams.



Understanding Landmarks in Spatial Information: Does Sentiment Provide Enough Context?

C. Sanchez1,6, P. Franjione2,6, J. Parker3,6, Z. Brinner4,6, H. Bodon2,6, C. Bahm5,6

1Rutgers, The State University of New Jersey; 2University of Pittsburgh; 3The University of Michigan; 4Northern Illinois University; 5La Roche College; 6ISchool Inclusion Institute

This literature review focuses on combining spatial information communi-cated about a landmark and sentiment analysis techniques. In spatial infor-mation processing literature, the definition of a landmark remains elusive. We propose to have a study apply sentiment labeling models to landmark definition. However, instead of seeking an umbrella definition for the intan-gible landmark, it may be more relevant to classify individual landmarks re-cursively, using a methodology that accounts for its subjectivity. A goal to apply sentiment labeling models to the landmark definition.



Which questions are valuable? The knowledge diffusion in technical online forum

Y. Shi, S. Chen, L. Kang, J. Sun

Nanjing University, China, People's Republic of

Technical forums serve as important tools for diffusing knowledge for specific subjects. The factors affecting knowledge diffusion through technical forum need to be better understood. In this study, we examine knowledge diffusion in the context of an online technical forum. We explore why some problems are paid more attention in this context by shifting perspectives to focus on knowledge network embedded in problems rather than knowledge seeker-problem-knowledge provider relationships, since in online technical forum the knowledge seekers are seeking immediate, customized responses efficiently. To explore the reasons, we examined the impact that characteristics of question tags had on popularity and quality of questions by collecting data from a programming-related Q&A site —— Stack Overflow. For our analysis we collected data of ten years which spans from 2008 to 2017, which includes 6,833,276 users and 34,857,917 questions and answers. Our study contributes to conversations about how the knowledge is diffused in an online technical forum and further implies if these types of online forums promote knowledge sharing and innovation efficiently.



Designing for Separation: Participatory Design with Military Veterans

J. H.-M. Lu, C. Corrales, B. Semaan

Syracuse University, United States of America

Our research focuses on designing ICTs for US military veterans who are undergoing the transition from military to civilian life. Veterans are a unique case to explore transitions as they often experience several transitions at once—they often suffer from PTSD, become homeless, change occupations, and more. Amongst other challenges, veterans also experience identity crises as caused by the lack of continuity between military and civilian social worlds. Our work focuses on the initial phase of veteran transitions, or the separation phase, which is the period directly following a transition, and how we can best design new ICTs to help veterans manage life changes while also connect to and access critical resources that can help them regain a foothold in their daily lives. To help veterans learn how to manage conflicting rules and norms, and locate resources that can help aid them in their transitions, we describe an ongoing participatory design study through which we are empowering veterans in designing ICT resources that adhere to their unique values and needs.



Bridging the Information Gap between Structural and Note-level Musical Datasets

Y. Hu1, D. M. Weigl2, K. R. Page2, R. Dubnicek1, J. S. Downie1

1University of Illinois at Urbana–Champaign, United States of America; 2Oxford e-Research Centre, Dept. Engineering Science, University of Oxford, UK

While there are an increasing number of datasets containing various features of musical information, the lack of connections between them remains a barrier to their use in research. For example, one dataset might encode the identification of structural segments by musicologists in audio recordings, while another dataset could contain a symbolic encoding of the music notation being played in that audio recording. Without explicit connections, there is a significant extra work in realizing their potential for musicological study. In this paper we investigate how Linked Data can be used to implement such connections, specifically between the McGill Billboard corpus of structural annotations and the MIDI Linked Data Cloud (MIDI-LD). Firstly, we republish structural information from Billboard as RDF. We then align this structural data with matching symbolic encodings in MIDI-LD; before finally linking individual structural annotations from Billboard to note-level sections in the MIDI-LD. Our alignments enable cross-referencing and combined queries for musicological analysis across the enriched union dataset, and serve as a model for the creation of information resources comprising musical structures at varying granularity.



The Black at the End of the Rainbow: Online Discrimination Among LGBTQ African Americans

E. J. Rivera1, M. L. Poldruhi2, C. R. Ward3, G. E. Jenkins II3, E. Nichols. III4, A. T Pinter5

1Rutgers University, New Brunswick-Piscataway, NJ; 2University of Mount Union, Alliance, OH; 3James Madison University, Harrisonburg, VA; 4University of Rochester, Rochester, NY; 5University of Colorado Boulder, Boulder, CO

Both the LGBTQ and African-American communities are marginalized and at greater risk of both online and offline discrimination when compared to the non-LGBTQ and white communities; yet little is known about the LGBTQ and African-American intersectional community’s online experiences with discrimination. Extant literature indicates that this discrimina-tion has negative consequences on mental health and identity. In this literature review, we present a synthesis of the existing research at the intersection of these identities to inform how online community-based sites and social media platforms serve as both spaces of victimization, as well as environments of support. Altogether, we found that past research has primarily focused on these communities separately, and the research that exists about African-Americans in the LGBTQ community mainly studies the in-tersectionality of these identities offline and information seeking behaviors around HIV. Our literature review indicates that further research is necessary to study the online experiences of these online users and the potential effects on mental health.



Towards Identifying and Classifying Navigation Strategies Among Individuals with Diverse Disabilities

M. Gupta1, R. Kuber1, S. M. Branham2

1UMBC, United States of America; 2UC Irvine, United States of America

In this paper, we describe a study examining navigation practices of individuals with disabilities––including people with visual, mobility, and cognitive disabilities, as well as older adults––towards identifying and classifying the common features they utilize in unfamiliar environments. Analysis of initial data reveals previously-undocumented commonalities and departures amongst users from different populations. For example, we found that natural light sources are an important navigation cues for not only blind and low vision individuals, but also for older adults and mobility-impaired individuals. This suggests novel design features for assistive apps to better support navigating indoors in absence of windows. Our work aims to inform design of more universally-usable navigation solutions that address collective needs of a wide range of users.



Health Data on Data.gov: A Research on Status Quo of Open Health Data

Y. Wang1, H. Zhang1, D. Wu1, J. Chen2

1Wuhan University, China, People's Republic of; 2University of North Texas, USA

A growing number of agencies and local governments are now making health data freely available to the public. The goal of this paper is to understand the current status of the open health data. This will provide guidance to the public and researchers for making better use of them. We collected 1,942 datasets from the health catalog on Data.gov and performed a preliminary analysis of them on their subject areas, data formats, data providers, availability, and other attributes. We found that the overall usage of the datasets on the plat-form was not high and suggested that providing certain interactive functions or feedback mechanism might help to boost the usage of open health data.



Library of Congress Subject Headings and Controversial Perspectives: Mapping Relationships to Reveal Meaning

R. I. Clarke, A. Rosenblad

Syracuse University, United States of America

Language has increasingly emerged as a tool to obfuscate problematic topics. Given the role of language in resource description, we explore how controlled vocabularies contribute to or refute the obfuscation of controversial perspectives. This exploratory project uses information visualization to identify links and pathways between two Library of Congress Subject Headings: White supremacy movements and Racism. The interactive visual presentation will exhibit these maps, which support identification and analysis of key concepts and recurrent relationships to reveal embedded meaning.



Augmented Reality – Spatial Context and Power in Design

M. Katell1, F. Dechesne2, B.-J. Koops3, P. Meessen4

1University of Washington, United States of America; 2eLaw – Center for Law and Digital Technologies, Leiden University Law School, the Netherlands; 3TILT – Tilburg Institute for Law, Technology, and Society, Tilburg University, the Netherlands; 4Digital Security group, Institute for Computing and Information Sciences, Radboud University Nijmegen, The Netherlands

Augmented Reality (AR) will have important effects on the ways in which spaces and places take meaning for both users and non-users of AR. As the market penetration of AR increases, new claims will be made on certain spaces, superimposing AR contexts on the meanings and functions tradi-tionally associated with these spaces, not only by AR users but also by AR designers and service providers, raising important questions about regulato-ry approaches to mitigating information and power asymmetries. We em-ploy the case of the popular AR smart phone game Pokémon Go to interro-gate and comment on the potential effects of AR use and design on the con-struction of spatial meaning, the orientation of social relations, and distri-butions of social power.



Metadata for Diversity: A Field Scan of Current Trends in Describing Library Resources

R. I. Clarke, S. H. Schoonmaker

Syracuse University, United States of America

Although laudable strides have been made to highlight and provide access to diverse library materials about and made by traditionally marginalized communities, current approaches are curatorial, non-scalable, and non-systematic. In this project, we conducted a field scan of knowledge organization tools to better understand metadata elements, values, and organizational structures needed to enable more systematic and scalable access to diverse library materials. Findings show that gender, geography, audience, and age are represented across most schemas, as well as a “basket element” that pools many identity-specific values into one element. While findings are promising, more analysis and consideration around metadata expressing diversity is needed.



Analyzing a Fake News Authorship Network

C. Buntain, J. Golbeck, B. Auxier, B. G. Assefa, K. Boyd, K. M. Byers, G. Chawla, D. Chen, B. J. Cooper, J. Cupani, C. Daetwyler, N. DeWitt, S. Garcia, C. Hafer, M. Khan, E. Lewis, M. J. Martindale, M. L. Mauriello, H. McNamara, S. A. McWillie, D. Millay, T. Munzar, S. Mussenden, N. Orji, L. Phung, K. M. Rogers, C. A. Rytting, T. Shadan, S. Sivam, K. Stavish, A. Subramanian, S. Tipirneni, R. Topiwala, M. Wagner-Riston, P. Wiriyathammabhum, F. Workneh

University of Maryland, United States of America

This project synthesizes a set of 246 fake news websites previously identified in three earlier research projects. From this dataset, we extract a set of all authors who have written for these sites in 2016. This author-centric dataset is itself a contribution that will allow future analysis of the fake news ecosystem. Based on the data we collected, we construct a network of fake news sites, linking them if they shared a common author. Our analysis shows a tight cluster of author-sharing sites, with a small core set of sites sharing dozens of authors.



Too Much Information? Identifying Meaningful Concepts from Online Reviews to Achieve Better Access to Children’s Books: A Preliminary Analysis

Y. Choi

Valdosta State University

With the increasing popularity of online reviews at social networking sites, online reviews have become a primary information source for the decision before making the purchase. Although several studies have been conducted to study online reviews in the domain of business, there have been no studies done on online reviews of children’s books. This study is part of a larger research project which aims to investigate whether sentiments in online reviews on children’s books would represent essential factors which are useful for selecting appropriate books for children and whether positive, negative, or neutral attitude would be directly associated with the overall ratings of books. The promising results of the study show that the latent topics extracted from online reviews would achieve better access to children’s books by easily identifying points of a book and by gaining insights into people’s opinions about the book. The findings of this study also require further validation with an increased number of books and reviews in future studies.



The Evolution of the Theme of Chinese Library Science Education Research in the Past 40 Years of Reform and Opening-up

r. huang, c. wang, c. he, j. hu

wuhan university, China, People's Republic of

This paper aim to find the theme structure and evolution of the gathered materials on library science education in China since the reform and opening up for 40 years. Using co-word analysis methods and visualization tools, this paper analyzes the research literature on library science education after 1978.These analyzed literatures are from 18 library and information science CSSCI journals. This paper finds that the current research has the following characteristics and trends: First, “Library" and "Library Information Science Education" are the most important and mature development topics in library science education research in China; Second,Library and Information Science Education, Teaching Reform, and Library Secondary Professional Education are the four main theme, and they are closely related.



Assessing the practicality of ARK identifier usage in a catalogue of medieval manuscripts

H. Burns1, T. Burrows2, J. S. Downie1, D. Lewis2, K. Page2, A. Velios2

1School of Information Science, University of Illinois at Urbana-Champaign, United States of America; 2Oxford e-Research Centre, Department of Engineering Science, Oxford, UK

In data management, the use of identifiers is essential for disambiguation and referencing. The scope of the use of identifiers varies. For example, disambiguation within an institution using integer identifiers may be sufficient for operational procedures, whereas digital scholarship using global resources relies on universally unique identifiers. In this paper we investigate practical routes to globally unique identifiers for the medieval manuscripts of the Bodleian Library. The Oxford Linked Open Data (OxLOD) and Mapping Manuscript Migrations (MMM) projects require unique identifiers for the transformation of the medieval manuscripts catalogue into linked data, in an effort to increase discoverability and consistency across platforms. We consider how Archival Resource Keys (ARKs), a type of URI, can be applied to the Medieval Manuscript catalog as well as determining how ARKs can support MMM’s research goals. We begin with examining the Text Encoding Initiative (TEI) catalogue records to under-stand the data provided and identify and describe entities which do not presently have identifiers. Further, we evaluate ARKs for producing identifiers, prioritizing those which are required to answer common research questions.



Defining Virtual Reality: Insights from Research and Practice

M. M. Maravilla2, A. Cisneros1, A. Stoddard5, D. D. Scretching4, B. K. Murray3, E. Redmiles6

1Washington State University, United States of America; 2La Roche College; 3Babson College; 4The College of Westchester; 5University of Maryland, College Park; 6University of Maryland

Virtual reality (VR) technology is an increasing portion of the consumer technology market. As such, VR is a fruitful area for the focus of information science research. Researchers have begun to explore running simulated laboratory experiments in VR, using VR to treat medical conditions, and are studying the security and privacy risks of this uprising technology. Prior work has typically considered ``virtual reality'' to be any experiences that are created by a tool, marketed as a VR product. However, such product-driven definitions of virtual reality may limit our ability to study and innovate within this field. As such, in this poster we present a work-in-progress study in which we extract information regarding the advancement of goals for VR, components of virtual experiences, and definitions of VR obtained from a body of academic literature and marketing materials for VR products from the 1960s through today. We use an affinity diagramming analysis to distill a comprehensive set of definitions for VR from this data. In future work, we will collect users' definitions of VR to further empirically inform our understanding of what makes up a VR. Such an understanding can serve as the foundation for future research and innovations in VR.



The Shield and the Sword: Expanding Learning in Cyber Defense through Competition

S. M. Ho, D. Oliveira, R. Rathi

Florida State University, United States of America

The cyber chess game between offense (i.e., attackers or hackers) and defense (i.e., system administrators) is ongoing and dynamic. As the complexity of cyber-infrastructure increases, the complexity and creativity of cyber-threats also increases. This research employs the lens of activity theory to study the in-teraction between the cyber attackers and the defenders. A pedagogical learn-ing-based conflict was introduced in a cybersecurity classroom, and cyber de-fense exercises were simulated in the cyber security virtual lab at Florida State University in Spring 2017. Natural language process (NLP) techniques were adopted for data analysis, which affirms the effectiveness of students’ learning about securing networks through the introduction of simulated conflict.



Why are some studies more popular in social media?

C. Min1, Y. Wang1, Y. Bu2, L. Kang1, J. Sun1, J. Li1

1Nanjing University, China; 2Indiana University, United States of America

Most previous studies of Altmetrics focused on the correlation between alt-metric scores and citation scores of publications. In this study, we proposed Altmetrics as a measure of the popularity of scientific research. Based on 15,321 articles in Physics published in 2008-2013 and the regression analysis on the dataset, we concluded that journal impact factor, average citation impact of the authors, and the number of citations are positively associated with a paper’s popularity in social media, whereas publication year and authors’ average academic age had negative correlation with its altmetric score.



A Systematic Review of the Literature in Nature on Human-Computer Interaction: Preliminary Results

I. A. Ebeid, Y. Zhang

University of Texas at Austin, United States of America

For the past three decades, computers have been dominating the way many people create, manage, and use information. Subsequently, Human-Computer Interaction (HCI) became an essential area of Information Studies. Due to its interdisciplinary nature, HCI has been defined loosely by what its constituting fields, such as Information Studies, Computer Science and Psychology, perceive as HCI research. A broader view of HCI remains unclear. One way to formulate such a broad view is to examine how scientific journals that represent a wide range of disciplines portray HCI. One comprehensive and prestigious scientific community that mentions the term “human-computer-interaction” as a field of study in its published body of articles is the Nature publications and journals. Through multiple rounds of screening, we identified 53 relevant publications across the Nature database and analyzed these articles using the Qualitative Analysis of Content method. The preliminary results show an exponential increase in the use of the term “human-computer-interaction” over the past six years in Nature publications. Our results also suggest that the scientific community represented in Nature views HCI as an independent field of research.



The Practices of Reading Promotion in Chinese Public Libraries

C. Song

Wuhan University, Wuhan, HuBei Province, People's Republic of China

Reading promotion is becoming increasingly significant in China since it concerns the cultural quality of Chinese people and the future of the country. Apart from laws and regulations made by the government, from the central to the local, various methods of reading promotion are carried out. Case study was used in the research, and 5 types of specific activities were listed for analysis. Besides, 2 national brand activities are introduced representing national practice of reading promotion. The purpose of this research is to re-veal the popular practices of reading promotion in Chinese public libraries so as to envisage the future of reading promotion in China, and the countries that have the similar situation can also extract the essence and discard the dross from Chinese practices.



Increasing Visibility of Culture through on-line Information Services: The case of Småland

M. Lundman, R. Herault, K. Golub, M. Milrad

Linnaeus University, Sweden

Abstract. Increasing the interest of a region through culture has been a major driving force for developing quality information services to support cultural events in Småland, a region in Southeast Sweden. This paper focuses on the exploration and identification of requirements to design a mobile application and a website as an initial step towards achieving the purpose above. Our methodological approach involved three major phases. First, an interview with cultural events providers was conducted, in order to identify initial needs and requirements for building two types of interfaces. Then, initial mock-ups of those interfaces were designed and implemented, followed by another round of interviews to gain insights and feedback on those. Themes in the interviews focused on requirements, functionalities, cultural event providers in the different regions and user groups. The information gathered from the interviews was then used when creating a new round of refined mock-ups. Future research efforts will focus on developing an interactive prototype and to gain feedback from content providers and a range of potential end user groups before moving towards the implementation of a fully functional system.



Lonely Collaborative Information Behavior (CIB) of Youth

J. H. Kang

Dongduk Women's University, Korea, Republic of (South Korea)

The study investigated the information behaviors of middle and high school stu-dents during collaborative school projects. The researcher wanted to explore how students collaborating with their peers collect, use, share, and create information, and how social and cultural factors influence their behavior. Radical change theo-ry was applied to analyze Korean middle and high school students' information behavior. This study found students do not study together. They separated the collaborative project into parts, with each student completing his or her part indi-vidually. Those parts were then combined. They were very prudent in evaluation information and express opinions about others. This study shows that middle and high school students, who are expected to use various multimedia media with their group members, are engaging in lonely collaboration, usually by themselves. The results show that the participants’ principles of the digital age are quite frag-mented. Follow-up research will look at their behavior changes and the factors re-lated to lonely collaboration.



Organizational Structure and Support for Diversity in Video Game Design Work

R. N. Simons

The University of Texas at Austin, United States of America

This poster presents preliminary results from research into the role of diversity within collaborative video game design work. First, I explain why an examination of the daily work within this field is needed, especially one that considers the relationship of organizational structure to diversity. Next, I briefly review previous research on diversity, video game design, and organizational structure in order to contextualize this work. I then outline my qualitative research approach, including a description of my methodological orientation, sampling and participation strategies, and data collection and analysis strategies. Finally, I present two emerging themes from my in-depth, semi-structured interviews with video game designers about their work and design organizations: the conundrum surrounding the hiring process and the importance of sympathetic and engaged decision-makers. This research aims to make actionable suggestions for better supporting diversity that may be applied by individuals, design organizations, and educational programs.



Continuous Evaluation: Background Investigations, Classified Information, and Informing in the 21st Century

S. Young

University of Arizona, United States of America

I conduct a hermeneutical review of the continuous evaluation element of the US government’s background investigations program through the lens of the 2019 iConference theme word “inform” to highlight the importance of perspective when considering the meaning of informing in the 21st century.



Acquisition Process Improvement and System Audit: a Prerequisite for the Development of an Online Tracking System in the College of Science Library, University of the Philippines Diliman

F. J. P. Cruz1, M. A. Villaflor2

1National Institute of Molecular Biology and Biotechnology Library, University of the Philippines Diliman, Philippines; 2College of Science Library, University of the Philippines Diliman, Philippines

This study documented and compared actual collection development processes vis-à-vis organizational policy with the formulation of possible implementable solutions for a collection development information system solution. A process mapping tool was used to examine the deviation between the current acquisition process of print book materials and what is written in the policy/procedure. The study used a questionnaire to obtain the participant’s knowledge and involvement in the acquisition process, strengths and weaknesses of acquisition process, requirements of both indirect and external customers of the College of Science library, and suggested improvement activities from the people performing the actual process. As a result, the current acquisition approach was seen as refreshing and strategic as College of Science faculty are involved in making collection development decisions, compared to past acquisition processes. In addition, the current acquisition process puts more emphasis on the preliminary activities as it provides temporary solutions on the requestor’s immediate needs and demands. The study also revealed both business and functional requirements needed to be addressed to improve indirect and external customer experience and eventually customer satisfaction.



Development of MOOCs in Library and Information Science education

J. Zhang1, B. Luo2

1Wuhan University, China, People's Republic of; 2Central China Normal University, China, People's Republic of

Massive Open Online Courses (MOOCs) are gaining popularity in Library and Information Science (LIS) field. Some LIS schools have offered content for learners and practitioners worldwide. Little comparable data of MOOCs in LIS education is existing. In order to predict the feature and the trend of MOOC practice in LIS education, a total of 146 MOOCs provided by iSchool members were analyzed qualitatively and quantitatively in terms of number, content and continuity. The results suggest that compared to the academic community, LIS faculty are hesitant to offer MOOCs, and less than one third of iSchools have involved in the practice. LIS MOOCs put more emphasis on the pragmatic content regarding the topics. ISchool MOOCs suffer unavailability issues, which may negatively impact their long-term development. The findings provide insights for the new entrants who are developing or plan to offer MOOCs, as well as the learners who are in pursue of diverse and flexible education in LIS field.



Inspiring and Informing Citizens for Citizen Journalism to Fight Corruption Using Social Media: Insights from US Diplomacy Lab

D. Potnis1, H. Jasmin2, L. McLenan1

1University of Tennessee at Knoxville, TN, USA; 2University of Tennessee Health Sciences Center, Memphis, TN, USA

Corruption is one of the major deterrents to socioeconomic development in developing counties. The US Department of State is in search of effective ways for fighting corruption with the help of citizens in developing countries. We propose citizen journalism to be an effective tool for fighting corruption by bringing social change in developing countries. This poster presents findings from the secondary research conducted in early 2018 under the directives of the U.S. Embassy in Kenya. In particular, we illustrate the role of Snapchat for responsible citizen journalism for fighting corruption in developing countries. This poster also presents 10 barriers to using social media for citizen journalism in developing countries.



Using data journeys to inform research design: socio-cultural dynamics of patient data flows in the UK healthcare sector

I. A. Medina Perea, J. Bates, A. Cox

The University of Sheffield, United Kingdom

The uses of personal patient data collected in the healthcare is a growing concern for the society as it can raise serious issues of privacy and power. Currently there is little known about how social and cultural dynamics shaping health data flows between different sites of practice. This research examines socio-cultural dynamics shaping the journey of selected types of personal patient data produced within the UK healthcare sector, from the initial creation of the data through to its re-use for secondary purposes in different contexts. Data Journeys approach is used to inform the research design of this study. This research intends to generate knowledge about the ways in which socio-cultural factors influence the movement of patient data, and consider what this means for how data flows bring patients into different forms of relation with other social actors. The aim is to devel-op recommendations for implementing “just” practices in data sharing and make patient data flows more clear and transparent. This poster describes how Data Journeys is used to inform the research design of this study and reports preliminary findings.



User Sentiments towards Intelligent Personal Assistants

I. Lopatovska, M. Velazquez, R. Richardson, G. Lai

Pratt Institute, United States of America

This paper reports the findings of an ongoing study of user adoption of Intelli-gent Personal Assistants (IPAs, i.e. Amazon Alexa, Apple Siri, Google Assis-tant, etc.) and focuses on user sentiments towards IPAs. The data on factors that attribute to user attitudes regarding IPAs were collected via interviews and fo-cus groups. The findings suggest that users mainly like IPAs for convenience and the hands-free interface; and dislike IPAs for the poor technical quality (such as speech recognition and responses), usability issues, and lack of trans-parent data management practices.



Development and Utilization of Digital Genealogy with Spatiotemporal Data

X. Guo

Sun Yat-Sen University, China, People's Republic of

Genealogy, namely, the study of family origins and history. In essence, genealogy is firmly entwined within both the temporal and geographical dimensions. The complexity of spatiotemporal information in Chinese genealogy calls for a better solution for digital curation. Specifically, this research will have a new look at spatial-temporal study of genealogy and propose a paradigm emphasizing the spatiotemporal analysis of genealogy, the formulation of standards that allow interoperability, promoting network-accessible resources, realizing the visualization of family migration routes, and community-building. An online query system would be developed to use Shanghai Library Genealogical Database after being granted access to this database through the application programming interface (API) by Shanghai Library Open Data Platform. The query results are then analyzed with spatial statistics to display on a Web page template complete with Baidu Echart. Some elements are expected to be realized, including content searches, filtering, analysis, interactive viewing and dynamic presentation, incorporation of larger volumes and more complex data, flexibility in integrating content for specific authors goals and intended audiences, possibility of online community input of information, including comments, annotations etc.



Widget Design as a Guide to Information Modeling

M. R. Gryk1,2

1University of Illinois, Urbana-Champaign, United States of America; 2UCONN Health, Farmington, United States of America

A typical approach in software design is to create the information model first, and subsequently build a user interface (or view) to expose and allow interaction with that information model. A drawback of this approach is that the information model is often complicated and non-intuitive to the users of the application and to the consumers of that information. Applications whose function is primarily display or search are not typically hindered by non-intuitive information models; a customer searching for an airline ticket or an online movie will be sufficiently motivated to muddle through and learn the system by trial-and-error. Applications which are designed for data curation, however, cannot afford to have either an enigmatic information model or a confusing user interface. This poster discusses results of an iterative approach to information modeling, in which rapid prototyping of graphical user interfaces is used to augment the information modeling process. The domain of biomolecular nuclear magnetic resonance spectroscopy is highlighted in this study.



Exploring Photo Sharing to Engage Intergenerational Families on Health

J. Sandbulte, E. Georgieva, F. Gui, J. Beck, J. Carroll

The Pennsylvania State University, United States of America

Sharing photos is a common practice for family members to inform and connect with each other. Sharing photos inspires recollection, reminiscence, and feelings of connectedness. Could it also be an effective channel for sharing health information and supporting healthy activity? In this paper, we examine how photo-sharing practices can help family members, specifically elderly parents and adult children, share health information. We present preliminary results from an interview study investigating photo-sharing benefits for non-collocated elderly parents and their adult children to encourage healthy lifestyles within the family. We discuss photo sharing as a viable strategy to engage family members in sharing health information.



A Novel Computer Vision Based Method for PDF Academic Literature Structure Understanding

F. Yu, W. Lu

Wuhan University, China, People's Republic of

The PDF format plays a crucial role in the field of electronic academic literature publishing, but due to its complicated technical rules, PDF cannot be directly read by machines, which has caused a lot of inconvenience to the research work on academic literature. This poster proposes a computer vision-based PDF document structure understanding method. This method maps visual objects and text objects in PDF academic papers and obtains geometric and text attributes of content objects, supplemented by a heuristic algorithm. The algorithm performs type classification on the content object to obtain the physical structure and logical structure of the PDF document. This method overcomes the shortcomings of other PDF analysis methods that require a large number of artificial feature construction or large-scale corpus training, difficult to identify formula tables, and success-fully constructs a structure understanding and full-text extraction of ACM's collections.



The Use of Social Media by Saudi Ministries: A Preliminary Study

B. Albahlal

Florida State University, United States of America

Social media platforms are increasingly being used by various govern-ments to promote information sharing and to communicate with vast numbers of citizens. In the light of these changes, the Saudi Arabian government ministries have realized the importance of social media and given it special attention. The existing literature has not emphasized on social media use in the Saudi ministries. It has also been observed that some Saudi ministries are using social media to share information but are still not fully engaged in conversation with the public.

This study is the first attempt to analyze the adoption motivations and challenges associated with social media incorporation by Saudi ministries. This study uses face-to-face interviews with government account managers from different Saudi ministries and seeks to gain a deeper understanding of how different Saudi min-istries use social media. This study aims to evaluate what influence the stake-holders in the Saudi ministries to adopt social media and to address the limitations and challenges of using social media.

The results showed that top-management decisions, ease of use, and the popularity of certain social media platforms are the most influential factors in social media adoption among these ministries. However, the lack of existing usage policies, internal communication deficiencies, and subpar department capabilities represent challenges that limit the effective use of social media.



Examining the role of public library as access venues for information and communication technologies (ICTs) in developing countries: A case in Namibia

M. Yim1, M. Fellows2, C. Coward2

1University of Washington Information School; 2Technology & Social Change Group, University of Washington Information School

The role of public libraries in the Global South as information and communication technology (ICT) access provider has been highlighted among scholars—in terms of its potential to stimulate human capital development of broad populations and overcome the limitations of telecentres with libraries’ expertise in managing information, providing tailored services, and interacting with communities. However, major stakeholders in the development field have been largely skeptical about the significance of libraries as ICT public access venues. To resolve the gap, we address the question, “how are public libraries in the Global South meeting the needs of patrons through the provision of ICT access?” We analyze and present the case of Namibia regional libraries through a combined approach of examining both patron and library service provider perspectives. We present how the combined approach helps us: (1) understand how the regional libraries are addressing the needs of surrounding communities, and (2) identify and suggest long term strategies to be taken at the organizational level to better serve the needs.



Investigating the Role of Social Media during the Transition of International Students to the UK

A. Alsuhaibani, A. Cox, F. Hopfgartner

University of Sheffield, United Kingdom

It is well known that international students’ transition from their home to the host country is accompanied by many challenges. During the transition period, students are more likely to be depressed, anxious, lonely and socially disconnected. Social media, with its informational and communication characteristics, may be an increasingly important aspect of the experience. During the student’s life in the host country, social media may help them to maintain well-being and provide them with necessary information. Combining qualitative interviews with social media data analysis, this study investigates the role of social media in Saudi students’ transition to the UK by focusing on its impact on their social connections.



Information Seeking Behaviors of Transitioning USAF Officers When Job Hunting in North Texas

T. D. Eaves

University of North Texas, United States of America

This explores a segment of under-served veterans who are seeking employment in North Texas. By understanding the information seeking behaviors of segments of the veteran population, improvements can be made to the systems that support their transition and training provided to improve their abilities to find information that is useful to their success in locating and maintaining employment. Using Dervin and Khulthau’s information seeking models, Prell’s Social Network Analysis methods, and Turkle’s interview and content analysis methods, a mixed-methods approach to this study will yield answers that will be useful to the Veterans Administration (VA), to the veterans themselves, and to the agencies that support their transitions. All of society benefits when veterans can successfully integrate back into society after their service.



Visualizing periodicals published in Guangdong during the Republican Era

R. Su1, W. Quan2

1Sun Yat-sen University, China; 2Drexel University, United States of America

How to better apply computing technologies in humanities research has be-come very important in today’s information-rich environment. Previous work on digital humanities in China has demonstrated the significance of the Republican era in Chinese history. However, periodicals published in the Republican era still need to be further investigated. In this study, we systematically organized and analyzed official periodicals in Guangdong, explored the history of publishing industry from the perspective of histori-cal records, and visualized periodicals according to the publishing organiza-tions, forms, timelines, and archiving locations. We contributed to creating the directory of periodicals (#4569) in Guangdong during the Republican era, categorizing periodicals into publishing organizations, forms, timelines, and archiving locations, etc., and applying visualization techniques to il-lustrate our analyses. We also contributed to preserving and protecting the historical and cultural heritage of the Republican era in Guangdong. Future work includes semantic analyses of periodicals from the content perspec-tive with a focus on publication prerequisites, processes, and ideologies.



A Design Approach to a Wicked Problem: Designing Data Service Training for Pre-Service Information Professionals

J. E Moore1, J. Marino2, S. Evans1, B. Schultz-Jones2

1Texas Woman's University, United States of America; 2University of North Texas, United States of America

Responding to user needs for data services in libraries poses a complex challenge. Programs preparing pre-service information professionals to provide these services for library users, staff, and the organization must address multiple competencies related to these levels and in multiple contexts. In this study, researchers investigated a design approach as a method for developing an effective and innovative response. The Design Thinking for Libraries method was simulated to evaluate its effectiveness as a process for developing a pre-service professional preparation program in data service at two partner institutions. Results suggest that this method produces more insight into nuances of the problem and enhances effectiveness and innovation.



Geoparsing Biodiversity Heritage Library Collections: A Preliminary Exploration

G. R. Stahlman1, C. Sheffield2

1University of Arizona, United States of America; 2Smithsonian Institution, Biodiversity Heritage Library

A short pilot study was conducted to provide recommendations on methods and workflows for extracting geographic references from the text of Biodiversity Heritage Library collections and disambiguating these references. An initial survey of the literature was conducted, and a variety of possible techniques and software were subsequently explored for natural language processing, machine learning, document annotation, and map visualization. A test corpus was evaluated, and preliminary findings identify challenges for a full-scale effort towards automated geoparsing, including: varying OCR quality, diversity of the corpus, historical context, and ambiguity of geographic references. The project background, approaches, and preliminary assessment are described here.



Measuring scientific buzz

K. Vasan, J. West

Information School, University of Washington, United States of America

Keywords are important for information retrieval. They are

used to classify and sort papers. However, these terms can also be used

to study trends within and across fields. In this poster, we describe preliminary

analysis where we measure the burstiness of keywords within

the field of AI. We examine 150k keywords in approximately 100k journal

and conference papers. We find that nearly 80% of the keywords die

off before year one for both journals and conferences but that terms last

longer in journals versus conferences. We also find time periods of burstiness

in AI – one where the terms are more neuroscience inspired and one

more oriented to computational optimization. Our goal is to extend this

analysis to other fields in order to better understand the dynamics of

buzz within science.



Libraries and Intangible Cultural Heritage: Documenting and Disseminating Abel Iloco

A. J. P. Campos, K. L. B. Obille

University of the Philippines, Philippines

The traditional abel weaving process is one of the Philippines’ Intangible Cultural Heritage that is at risk of being lost and forgotten. This project focused on documenting the traditional weaving pro-cess and the knowledge that the weavers hold. The output is a video documentary to serve as means to disseminate the process to a wider public. It showcases the collection of narratives and in-terviews bearing the knowledge of the weavers about the process, history, and significance of abel. The aim of the project is to be able to capture the pure essence of the craft and help in reviving the craft of abel weaving.



Updating Medieval Manuscript Metadata using Supervised Classification: A Preliminary Process

L. E Ridenour1, D. Porter2, D. Emery2

1University of Wisconin-Milwaukee, United States of America; 2The Schoenberg Institute for Manuscript Studies, University of Pennsylvania, United States of America

This poster presents work done to automatically update a digital repository with an adopted set of target keywords from the Walters Art Museum. A crosswalk was created relying on input .csv files containing the target keywords, regular expression strings to be matched in text, and the location of each target keyword in free text TEI elements and Library of Congress Subject Heading strings. A pipeline was designed in R to take the input crosswalk files and automatically align target keywords to the existing TEI. Initial output showed approximately 65% coverage, which was improved by using an iterative process to verify terminological locations and unclear terms within the text.



C^2 index: a community-aware model to evaluate an author’s academic impact

L. Hong, X. Li, J. Wang

Wuhan University, China, People's Republic of

Academic communities and familiarity may cause citation bias in research work, while indicators in citation analysis cannot detect and avoid these biases, which decrease fairness in academic evaluation. Therefore, we propose a new model: c^2 index, which integrates citation analysis with collaboration network analysis, in order to distinguish within and cross-community citations, and highlight citations from high-impact authors. C^2 index evaluates an author’s academic impact in a community-aware and a comprehensive citation network. Experiment on real datasets shows that c^2 index outperforms h index and degree centrality in academic evaluation and ranking precision.



An Exploratory Study of (\#)Exercise in the Twittersphere

A. Karami1, G. Shaw2

1University of South Carolina, United States of America; 2University of North Carolina at Charlotte

Social media analytics allows us to extract, analyze, and establish semantic from user-generated contents in social media platforms. This study utilized a mixed method including a three-step process of data collection, topic modeling, and data annotation for recognizing exercise related patterns. Based on the findings, 86% of the detected topics were identified as meaningful topics after conducting the data annotation process. The most discussed exercise related topics were physical activity (18.7%), lifestyle behaviors (6.6%), and dieting (4%). The results from our experiment indicate that the exploratory data analysis is an effective approach to summarizing the various characteristics of text data for different health and medical applications.



Comparative Survey of Ontology Editors for the Semantic Web

J. S. Clunis

Kent State University, United States of America

With the evolution of the Semantic Web and its supporting technologies, ontologies support intelligent information retrieval. They facilitate ex-change of information and provide a commonly agreed on understanding of a domain by classifying information and the creation of explicit domain conceptualizations using knowledge representation languages. The development of ontologies requires the use of customized tools. This paper aims to identify free or open source ontology creation and management tools which can be applied to various stages of the ontology life-cycle. Further it seeks to provide a review of features and comparison of their functionality



Knowledge Transfer and Management During and Beyond New Employee Training: The Experience of Academic Library Student Workers.

Z. Hu

Simmons University, United States of America

Knowledge management (KM) emerged as an explicit field of scientific inquiry in the 1980s and quickly drew research interest from a wide range of academic areas, as knowledge is increasingly recognized as the driver of productivity and innovation of an organization in today’s knowledge-based economy. Academic libraries have been adopting KM strategies and tools to improve operational efficiency, and to support continuous innovation in service provision. KM in this context is broader than the traditionally recognized role of libraries in managing explicit knowledge. The more intricate aspect of KM involves managing the creation, organization, and sharing of tacit knowledge possessed by all library staffs in the library environment. This study studies the problem from the perspective of student workers, who often staff public service points as the first contact for patrons, and are increasingly taking on more sophisticated roles and responsibilities. Semi-structured interviews are conducted to exam academic library student workers’ perception and experience of KM practices and tools in their work setting and identify opportunities where they can contribute positively to improving knowledge sharing and library service provision. Preliminary findings show that student workers generally lack an understanding of their job tasks, tools they use and the broader implications of how they deal with knowledge and information in the context of KM, thus making them less motivated to share actively. Many students express discontents with the KM tools used in the libraries, meanwhile, believing that their libraries could benefit from a more formalized KM practice.



Comparing the Cited Subjects and Author Affiliations of MIS and LIS from a Research Evaluation Perspective

M.-h. Huang1, W.-C. Shaw2, C.-S. Lin1

1National Taiwan University, Taipei, Taiwan; 2Chung-Hua Institution for Economic Research, Taipei, Taiwan

The Information Science & Library Science (IS-LS) category in Journal Citation Report (JCR) has been criticized for its collocation of library and information science (LIS) and management information systems (MIS) within one single category, which has resulted in numerous research evaluation problems. In this poster, we present an analysis based on four leading journals, one representing MIS and three representing LIS. Papers and citation data of the journals between 2005 and 2014 were analyzed to reveal the similarities and differences in the distributions of cited subjects and author affiliations of the four journals. The results show observable differences among the subject fields and the possible negative consequences of the inappropriate collocation was discussed for future research evaluation and development.



Examining MEDLINE Search Query Reproducibility and Resulting Variation in Search Results

C S. Burns1, R. M Shapiro II1, T. Nix2, J. T Huber1

1University of Kentucky, United States of America; 2University of Michigan, United States of America

The MEDLINE database is publicly available through the National Library of Medicine’s PubMed but the data file itself is also licensed to a number of vendors, who may offer their versions to institutional and other parties as part of a database platform. These vendors provide their own interface to the MEDLINE file and offer other technologies that attempt to make their version useful to subscribers. However, little is known about how vendor platforms ingest and interact with MEDLINE data files, nor how these changes influence the construction of search queries and the results they produce. This poster presents a longitudinal study of five MEDLINE databases involving 29 sets of logically and semantically consistent search queries (five search queries for each set). The goal is to understand whether it is possible to reproduce search queries by: a) analyzing search query syntax per database, and b) controlling for total search results. We also highlight the barriers to creating reproducible queries across MEDLINE databases.



Visual Models of Privacy Experiences on Facebook

J. Petelka, J. Snyder

University of Washington, United States of America

In spite of efforts by social media designers to help users understand their privacy settings, research has shown that there is a disconnect between how users understand and make choices related to privacy and how digital infrastructures manage access to posts. Our project uses Facebook posts to investigate how people might visually represent their lived experiences of privacy concern. We utilize a participatory design method using paper tokens to help people sketch these experiences. From these preliminary sessions, our participants surfaced the costs of a lack of support for specific privacy tasks, such as coordination between friends about content visibility. Participants also suggested that visualizing their social network affords tasks beyond privacy, such as professional networking.



Extracting POIs for Navigation based on Analyzed User Residentiality using SNS Photos

Y. Wang1, P. Siriaraya2, Y. Kawai2,3

1Yamaguchi University, Japan; 2Kyoto Sangyo University, Japan; 3Osaka University, Japan

his paper presents a novel POI (Point of Interest) extraction method based on the residency characteristics of SNS users. Our goal is to present SNS photos of extracted POIs with high visibility and high awareness for each user on their navigation routes. In our method, we first determine the residential region of each user using geo-tagged tweets and then extract POIs at the nonresidential locations by calculating the residential users' appearance frequency based on geo-tagged tweets. This allows us to present the SNS photos of the extracted POIs by each residency characteristic on the navigation routes.



Biomedical compound figure detection using deep convolutional neural network

G. Zhang, W. Lu

School of Information Management, Wuhan University, China, People's Republic of

Scientific figures contain significant amounts of information but present different challenges relative to image retrieval. One such challenge is compound figures or images made up of two or more subfigures. A deep convolutional neural network model is proposed for compound figure detection (CFD) in the biomedical article domain. Our architecture is inspired by the success of VGG16 and uses large-size convolution kernel in first layer. The proposed model obtained a best test accuracy of 97.08% outperforming traditional hand-crafted and other deep learning representations on the ImageCLEF2016 CFD subtask datasets.



Implications of Data Sharing on Formal Data Citation in Biomedical Fields

H. Park

University of Wisconsin - Milwaukee, United States of America

Formal data citation recognizes data sharing sources and is itemized in the refer-ences section of published bibliographies. Current practice of formal data citing is becoming problematic because its use is not widely adopted. This study examined research data sharing in data repositories within the biomedical field. The study also explored how research data are documented and formally cited (i.e., formal references in the published bibliographies). Data were collected from major data sharing repositories commonly used in biomedical fields. Uniform Resource Locators (URLs) were found more widely used as data identifiers rather than Digital Object Identifiers (DOIs) which is concerning since URLs are less stable than DOIs. The rate of data sharing in the Data Citation Index (DCI) and the rate of formal data citation in bibliographic references in the Web of Science (WoS) corresponds to the most practices in data repositories in biomedical fields. The contribution of this study is providing insight into the form and use of formal da-ta citation in scholarly communications so that data sharers receive appropriate acknowledgment and formal scholarly credit consistently.



Publicly Reporting Educational Data: An Analysis of Current Practices

E. Lieutenant

Quality Information Partners, United States of America

Educational institutions and programs have a responsibility to provide current, accurate, and easily accessible information—including program performance, quality, and achievement data—to stakeholders. This study examines how library and information studies (LIS) education programs in the United States communicate program data. An iterative content analysis of 52 LIS program websites will identify the types of data LIS programs publicly report as evidence of student achievement. Specific data characteristics will be analyzed, including frequency, currency, accessibility, format, and utility in program decision-making and improvement. The results of this study will be of interest to stakeholders with an interest in improving data quality, reporting, and transparency practices in higher education settings.



Can Educational Background Affect Citation Counts? From the Perspective of Bourdieu’s Cultural Capital

J. XIE, C. MIN

School of Information Management, Nanjing university, China, People's Republic of

In Cultural Capital Theory, embodied cultural capital refers to the habitus that is developed from educational environment. Habitus and education have been proved to affect economic activity, political participation, as well as students’ academic achievements. The environment where a scientist pursues higher education helps to build scientific habitus. Less is known, however, about the effect of education and habitus on scientific impact. The present study focuses on the relationship between educational background of scientists and their citation impact. Educational backgrounds are measured by disciplinary background, academic degree, and alma mater rank, while citation impact is crassly operationalized as citation counts. Article samples are collected from leading library and information science (LIS) journals. Two negative binomial regression models are run: the first model incorporates six control variables, while the second includes both control and independent variables. When educational background is added to the second model, pseudo R2 rises from 0.0545 to 0.0813, indicating that the educational background of authors exerts an impact on citations. We find that significant relationships exist between disciplinary background, academic degree and citation counts, while higher alma mater rank could not affect a scientist’s future citation impact.



Health information seeking behaviors among mothers of young healthy children: A comparative study of U.S. mothers and Korean immigrant mothers

H. S. Lee

UW-Madison, United States of America

The goal of this study is to compare health information seeking behaviors between two groups: U.S. mothers and immigrant Korean mothers living in the U.S. With a nonprobability sampling method, data were collected from five online communities via an online survey; 480 completed responses were analyzed. Descriptive statistics and independent t-tests were implemented in analyzing the data. Nearly all mothers (U.S. mothers = 93.0%; immigrant Korean mothers = 94.2%) had sought health information in the past 6 months. Also, among 14 information sources, the World Wide Web was the most frequently used source in both groups. The findings confirm that mothers are active health information seekers considering their roles as caregivers or health managers for their children. This implies that appropriate usages of a few social media platforms (e.g. online communities) have great potential for information professionals who try to provide health information to mothers with high information needs.



An Autoethnographic account of Innovation at the Department of Veterans Affairs

A. Casertano

University of Maryland, United States of America

What is influencing the direction of innovation at the U.S. Department of Veterans Affairs (VA)? I explore challenges at the VA Center of Innovation (VACI) as the US Government Accounting Office (GAO) has designated the VA at high-risk for being susceptible to waste, fraud, and mismanagement. My autoethnographic lens is applied to the VACI open source software application, the Radiology Protocol Tool Recorder (RAPTOR) that my team and I designed and developed from 2010 to 2017. RAPTOR is designed to work with the VistA Electronic Health Record (EHR), considered one of the most important open source healthcare software applications ever. The failure to launch RAPTOR is representative of these susceptibilities and an appropriate example to illustrate VA institutional issues. This poster advances a novel approach of understanding institutional culture and change, using autoethnographic methods to retrospectively analyze over ten years of experience at the VA. I propose three new research questions based on my understanding of VA innovation. The poster provides a structure to understand the major issues influencing information directions; identifies sources and determinants and categorizes attributes into organization, process, technology, and culture. My research is supplemented by the information literature, and I use a conceptual framework explaining the relationships between these factors and the direction of VA IT innovation. The proposed framework serves as a means by which government and public sector information systems managers / Chief Information Officers / Technology and business managers can conduct an introspective exercise within their organization.



Multilingual Access Support Evaluation Guideline in the Website of Public Library

T. H. Lee, I. Choi

University of Wisconsin Milwaukee, United States of America

Multilingual access in public libraries is vital in serving diverse populations and has been discussed along with the rise of online websites or digital libraries. There are a variety of support-levels in providing multilingual access in practices of public libraries but only few researches have been conducted to identify components of multilingual access, especially for public libraries websites which can be the first gate to users. Our study aims at examining a current status of multilingual access in public library websites by reviewing literatures on the multilingual issues and case studies selected by demographic data. The conclusion of this study suggests a general frame-work which leads guidelines to evaluations of multilingual access in public library websites.



Smart Home Technologies: A New Source of Social Support or Just Another Gadget?

X. Wei, R. Willett, M. Qu, K. Eschenfelder

University of Wisconsin-Madison, United States of America

This paper describes a pilot field study of the extent to which the current smart home technologies (SHoT) could provide social support to individuals and families including emotional support, companionship, information support and instrumental support. Data includes interviews with 6 households (15 people including adults and children) who used SHoT. Results suggest that SHoT can provide a low/medium level of information and instrumental support and a low level of emotional support and companionship to adults. However, child users reported more emotional support and companionship from SHoT.



Personal music management: Usage habits in streaming

M. Weinberger1, D. Bouhnik2

1Bar-Ilan University, Israel; 2Jerusalem College of Technology

In this exploratory study we examine personal information management within music streaming applications and the possible influence of streaming service use on musical information management. Also, we investigate the sense of ownership over songs being played on music streaming applications and whether the use of these services may be considered a social activity. In a later stage, we intend to test privacy related issues in music streaming applications and the factors that influence privacy concerns when using these services. This is examined by using a mixed methodology and consists of two phases: qualitative and quantitative: The qualitative stage includes semi-structured interviews with three music streaming application users in order to explore the possible change in personal information management, following the emergence of these applications (e.g. change in song retrieval process); The quantitative phase includes the distribution of closed ended questionnaires among 200-250 users of music streaming applications, aiming to explore personal information management issues and privacy related issues that emerge while using these applications (e.g. privacy concerns). Currently, only the qualitative phase is completed. We found that users still rely on traditional methods of personal information management, rather than making use of the newer features available by the innovative music streaming applications. The same applies to the use of these applications as part of a social activity. In addition, it seems that the emergence of music streaming applications has caused a change in the sense of ownership over songs in personal music libraries and made it ambiguous among music consumers.



Towards More Transparent, Reproducible, and Reusable Data Cleaning with Openrefine

L. Li1, B. Ludäscher1, Q. Zhang2

1University of Illinois at Urbana-Champaign, United States of America; 2University of Waterloo

We study provenance features of OpenRefine, a popular data cleaning tool. In OpenRefine, provenance is available through operation histories and recipes. The former provide users with an undo/redo capability; the latter represent histories in JSON, so recipes can be reused. The model implicit in histories and recipes exhibits both prospective and retrospective provenance features, but is incomplete in at least two ways: (i) functions resulting in mass edits, and (ii) single cell edits are not captured, thus missing important prospective and retrospective provenance information, respectively. We propose to complete the missing information by capturing names and parameters of user-invoked functions, and by exposing retrospective provenance hidden in internal project files. The feasibility of the approach is demonstrated with an early prototype.

 
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