Journal of the Association for Information Science and Technology最新文献

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Human-centered explainable artificial intelligence: An Annual Review of Information Science and Technology (ARIST) paper 以人为本的可解释人工智能:信息科学与技术年度评论》(ARIST)论文
IF 2.8 2区 管理学
Journal of the Association for Information Science and Technology Pub Date : 2024-03-24 DOI: 10.1002/asi.24889
Michael Ridley
{"title":"Human-centered explainable artificial intelligence: An Annual Review of Information Science and Technology (ARIST) paper","authors":"Michael Ridley","doi":"10.1002/asi.24889","DOIUrl":"10.1002/asi.24889","url":null,"abstract":"<p>Explainability is central to trust and accountability in artificial intelligence (AI) applications. The field of human-centered explainable AI (HCXAI) arose as a response to mainstream explainable AI (XAI) which was focused on algorithmic perspectives and technical challenges, and less on the needs and contexts of the non-expert, lay user. HCXAI is characterized by putting humans at the center of AI explainability. Taking a sociotechnical perspective, HCXAI prioritizes user and situational contexts, preferences reflection over acquiescence, and promotes the actionability of explanations. This review identifies the foundational ideas of HCXAI, how those concepts are operationalized in system design, how legislation and regulations might normalize its objectives, and the challenges that HCXAI must address as it matures as a field.</p>","PeriodicalId":48810,"journal":{"name":"Journal of the Association for Information Science and Technology","volume":"76 1","pages":"98-120"},"PeriodicalIF":2.8,"publicationDate":"2024-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/asi.24889","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140300574","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The drivers, features, and influence of first scientific collaboration among core scholars from Chinese library and information field 中国图书馆与信息领域核心学者首次科研合作的动因、特点和影响
IF 2.8 2区 管理学
Journal of the Association for Information Science and Technology Pub Date : 2024-03-20 DOI: 10.1002/asi.24888
Xianzhe Peng, Jin Shi
{"title":"The drivers, features, and influence of first scientific collaboration among core scholars from Chinese library and information field","authors":"Xianzhe Peng,&nbsp;Jin Shi","doi":"10.1002/asi.24888","DOIUrl":"10.1002/asi.24888","url":null,"abstract":"<p>Collaboration among scholars in scientific research is increasingly common, making it important to address how to recommend suitable collaborators, especially for their first cooperation. To address this issue, this study focuses on 1487 core scholars in the field of library and information science in China, and then analyzes the impact of academic differences between these scholars in their first collaboration by using the propensity matching score method. It uncovers potential driving factors for scholars to reach first collaborations, including similar research productivity, contrasting academic influence, aligned research directions, and distinct research focuses. Then, the distribution of features of three types of first cooperation demonstrates that if one or both partners publish the first paper in this collaboration, the collaborative relationship tends to be more enduring and stable. In addition, the subsequent collaboration of scholars and the change in their academic differences are related to the initial academic differences between the two parties in the first collaboration. These patterns can be used to improve the accuracy and effectiveness of the scholar recommendation mechanism, hence promoting research collaboration and knowledge exchange.</p>","PeriodicalId":48810,"journal":{"name":"Journal of the Association for Information Science and Technology","volume":"75 11","pages":"1268-1287"},"PeriodicalIF":2.8,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140227711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Measuring the retrievability of digital library content using analytics data 利用分析数据测试数字图书馆内容的可检索性
IF 2.8 2区 管理学
Journal of the Association for Information Science and Technology Pub Date : 2024-03-19 DOI: 10.1002/asi.24886
Hamed Jahani, Leif Azzopardi, Mark Sanderson
{"title":"Measuring the retrievability of digital library content using analytics data","authors":"Hamed Jahani,&nbsp;Leif Azzopardi,&nbsp;Mark Sanderson","doi":"10.1002/asi.24886","DOIUrl":"10.1002/asi.24886","url":null,"abstract":"<p>Digital libraries aim to provide value to users by housing content that is accessible and searchable. Often such access is afforded through external web search engines. In this article, we measure how easily digital library content can be retrieved (i.e., how retrievable) through a well-known search engine (Google) using its analytics platforms. Using two measures of document retrievability, we contrast our results with simulation-based studies that employed synthetic query sets. We determine that estimating the retrievability of content given a Digital Library index is not a strong predictor of how retrievable the content is in practice (via external search engines). Retrievability established the notion that search algorithms can be biased. In our work, we find that while there such bias is present, much of the variation in retrievability appears to be strongly influenced by the queries submitted to the library, a side of retrievability less examined in past work.</p>","PeriodicalId":48810,"journal":{"name":"Journal of the Association for Information Science and Technology","volume":"75 11","pages":"1233-1248"},"PeriodicalIF":2.8,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/asi.24886","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140166558","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the factors and outcomes of collaborative information monitoring: Findings of a cross-case analysis 探索合作信息监测的因素和结果:跨案例分析结果
IF 2.8 2区 管理学
Journal of the Association for Information Science and Technology Pub Date : 2024-03-19 DOI: 10.1002/asi.24887
Vera Granikov, France Bouthillier, Pierre Pluye
{"title":"Exploring the factors and outcomes of collaborative information monitoring: Findings of a cross-case analysis","authors":"Vera Granikov,&nbsp;France Bouthillier,&nbsp;Pierre Pluye","doi":"10.1002/asi.24887","DOIUrl":"10.1002/asi.24887","url":null,"abstract":"<p>Collaborative information monitoring (CIM) involves intentional information monitoring activities pursued by a group and could help researchers keep up to date. This paper reports findings of a cross-case analysis aimed to explore the perceived factors and outcomes of CIM. Seven cases were included in the study, representing 11 members of patient-oriented research communities (i.e., researchers, trainees, clinicians, research professionals, managers), who have implemented projects in a dedicated CIM system called eSRAP. Data were collected with semistructured interviews, verified with system logs and CIM project documents. Data were analyzed using a deductive/inductive thematic analysis. Cross-case analysis revealed four types of cases, those that engaged in CIM with eSRAP, without eSRAP, used eSRAP individually (i.e., did not collaborate), or did not collaborate and did not use eSRAP. Analysis confirmed theory-based types of factors (personal, group, organizational, environmental, information sources, system, task) and outcomes (performance, behavioral, cognitive, affective, relational) and generated new subtypes. The factor specific to cases that engaged in CIM (with or without eSRAP) was group leadership. Specific outcomes were motivation and discussion. Our findings contribute to conceptualizing CIM and can inform practice by providing actionable recommendations for supporting and sustaining CIM projects.</p>","PeriodicalId":48810,"journal":{"name":"Journal of the Association for Information Science and Technology","volume":"75 11","pages":"1249-1267"},"PeriodicalIF":2.8,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/asi.24887","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140166566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
I'm the same, I'm the same, I'm trying to change: Investigating the role of human information behavior in view change 我还是老样子,我还是老样子,我在努力改变:调查人类信息行为在观点转变中的作用
IF 3.5 2区 管理学
Journal of the Association for Information Science and Technology Pub Date : 2024-03-15 DOI: 10.1002/asi.24885
Dana McKay, Stephann Makri, Marisela Gutierrez-Lopez, Colin Porlezza, Andrew Macfarlane, Glenda Cooper, Sondess Missaoui
{"title":"I'm the same, I'm the same, I'm trying to change: Investigating the role of human information behavior in view change","authors":"Dana McKay,&nbsp;Stephann Makri,&nbsp;Marisela Gutierrez-Lopez,&nbsp;Colin Porlezza,&nbsp;Andrew Macfarlane,&nbsp;Glenda Cooper,&nbsp;Sondess Missaoui","doi":"10.1002/asi.24885","DOIUrl":"10.1002/asi.24885","url":null,"abstract":"<p>Information is powerful; it can influence peoples' views and, in turn, their behavior. Much recent research and discussion on the role information plays in view change has focused on filter bubbles, echo chambers and misinformation and how they might influence what people think and how they act. However, no prior work has focused specifically on understanding the human information behavior (HIB) that drives and facilitates view change. We report findings from interviews with 18 people who recently changed views on issues they considered important. We found a tight symbiotic relationship between HIB and view change; passive information encountering sparked change, often spurring follow-up active seeking and verification which progressed the change to a “point of no return,” supported making the change and reinforced the decision to change. When shared, information that contributed to the change sometimes sparked changes in others (as did expressing or debating the change), serving as an information encounter that perpetuated a cycle of HIB and view change. This understanding of the integral role of HIB in view change can inform policy and systems design to promote view change autonomy and a broader research agenda of understanding HIB to support democratic principles and values.</p>","PeriodicalId":48810,"journal":{"name":"Journal of the Association for Information Science and Technology","volume":"75 7","pages":"844-858"},"PeriodicalIF":3.5,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/asi.24885","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140150667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
To preprint or not to preprint: A global researcher survey 预印还是不预印?全球研究人员调查
IF 3.5 2区 管理学
Journal of the Association for Information Science and Technology Pub Date : 2024-03-13 DOI: 10.1002/asi.24880
Rong Ni, Ludo Waltman
{"title":"To preprint or not to preprint: A global researcher survey","authors":"Rong Ni,&nbsp;Ludo Waltman","doi":"10.1002/asi.24880","DOIUrl":"10.1002/asi.24880","url":null,"abstract":"<p>Open science is receiving widespread attention globally, and preprinting offers an important way to implement open science practices in scholarly publishing. To develop a systematic understanding of researchers' adoption of and attitudes toward preprinting, we conducted a survey of authors of research papers published in 2021 and early 2022. Our survey results show that the United States and Europe led the way in the adoption of preprinting. The United States and European respondents reported a higher familiarity with and a stronger commitment to preprinting than their colleagues elsewhere in the world. The adoption of preprinting is much stronger in physics and astronomy as well as mathematics and computer science than in other research areas. Respondents identified free accessibility of preprints and acceleration of research communication as the most important benefits of preprinting. Low reliability and credibility of preprints, sharing results before peer review and premature media coverage are the most significant concerns about preprinting, emphasized in particular by respondents in the life and health sciences. According to respondents, the most crucial strategies to encourage preprinting are integrating preprinting into journal submission workflows and providing recognition for posting preprints.</p>","PeriodicalId":48810,"journal":{"name":"Journal of the Association for Information Science and Technology","volume":"75 6","pages":"749-766"},"PeriodicalIF":3.5,"publicationDate":"2024-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/asi.24880","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140150685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
You are not alone: Characterizing users' relationship-layer identities in online health communities 你并不孤单描述在线健康社区中用户的关系层身份
IF 3.5 2区 管理学
Journal of the Association for Information Science and Technology Pub Date : 2024-03-11 DOI: 10.1002/asi.24883
Kejun Chen, Yuehua Zhao, Ningyuan Song, Yufei Han, Jiaer Peng, Jiaqing Wang
{"title":"You are not alone: Characterizing users' relationship-layer identities in online health communities","authors":"Kejun Chen,&nbsp;Yuehua Zhao,&nbsp;Ningyuan Song,&nbsp;Yufei Han,&nbsp;Jiaer Peng,&nbsp;Jiaqing Wang","doi":"10.1002/asi.24883","DOIUrl":"10.1002/asi.24883","url":null,"abstract":"<p>Online health communities (OHCs) function as significant platforms that people use to obtain information and emotional support. Despite many studies on user behavior and relationships, little attention has been paid to user identities and how different layers of identities are interwoven. To address this potential research gap, this study examined users' relationship-layer identities and their evolution by elaborating on the communication theory of identity (CTI) and social support theory. Additionally, based on our previous study on users' personal-layer identities in OHCs, we investigated how users' relationship-layer identities interacted with their personal-layer identities. This study classified users' posts and replies into providing informational support, seeking informational support, providing emotional support, seeking emotional support, and companionship using the bidirectional encoder representation from transformers (BERT), with F1-scores above 0.848. Through social network analysis, this study found that users of OHCs constructed their relationship-layer identities more through informational interactions than through emotional interactions. Users with various personal-layer identities presented different relationship-layer identities. Users' relationships were more initiated by information exchange, and users with more interactions had more companionship activities. OHCs provided efficient communication channels for people to exchange social support.</p>","PeriodicalId":48810,"journal":{"name":"Journal of the Association for Information Science and Technology","volume":"75 7","pages":"807-828"},"PeriodicalIF":3.5,"publicationDate":"2024-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140106115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring enigmas: Information seeking after exposure to virtual reality awe elicitors 探索谜团:接触虚拟现实威慑诱因后的信息搜索
IF 3.5 2区 管理学
Journal of the Association for Information Science and Technology Pub Date : 2024-03-08 DOI: 10.1002/asi.24882
Alex Urban, Jenny Simpson Bossaller
{"title":"Exploring enigmas: Information seeking after exposure to virtual reality awe elicitors","authors":"Alex Urban,&nbsp;Jenny Simpson Bossaller","doi":"10.1002/asi.24882","DOIUrl":"10.1002/asi.24882","url":null,"abstract":"<p>Because of awe's properties as a knowledge emotion, awe elicitors can increase awareness of knowledge gaps, boost scientific interest, and promote inquiry. However, the relationship between awe and exploratory behavior, such as information seeking, remains unclear. Using a multi-method approach, this study asked how and to what extent awe fosters information seeking. This question was examined through a two-pronged approach. First, in a laboratory setting, participants (<i>n</i> = 32) were exposed to a variety of awe elicitors through a virtual reality (VR) head-mounted display. Participants' quantitative and qualitative responses were gathered immediately after exposure in the laboratory as well as 24 h later through questionnaires. Second, after establishing a stratified sample of participants who voluntarily conducted information seeking (<i>n</i> = 8), the study shifted to phenomenologically-informed interviews. This study found that exposure to specific VR scenes piqued participants' curiosity, especially toward representations of phenomena with unknown or unexplained origins. However, self-motivated exploration only occurred in limited circumstances, particularly toward awe elicitors tinged with supernatural causality. In sum, this study introduces a new research direction within information science, illustrates how understudied awe elicitors pique curiosity, and provides a nuanced, qualitative report on the phenomenon of technology-induced awe.</p>","PeriodicalId":48810,"journal":{"name":"Journal of the Association for Information Science and Technology","volume":"75 7","pages":"789-806"},"PeriodicalIF":3.5,"publicationDate":"2024-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140071124","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Which international co-authorships produce higher quality journal articles? 哪些国际合著能产生更高质量的期刊论文?
IF 3.5 2区 管理学
Journal of the Association for Information Science and Technology Pub Date : 2024-03-05 DOI: 10.1002/asi.24881
Mike Thelwall, Kayvan Kousha, Mahshid Abdoli, Emma Stuart, Meiko Makita, Paul Wilson, Jonathan Levitt
{"title":"Which international co-authorships produce higher quality journal articles?","authors":"Mike Thelwall,&nbsp;Kayvan Kousha,&nbsp;Mahshid Abdoli,&nbsp;Emma Stuart,&nbsp;Meiko Makita,&nbsp;Paul Wilson,&nbsp;Jonathan Levitt","doi":"10.1002/asi.24881","DOIUrl":"10.1002/asi.24881","url":null,"abstract":"<p>International collaboration is sometimes encouraged in the belief that it generates higher quality research or is more capable of addressing societal problems. Nevertheless, while there is evidence that the journal articles of international teams tend to be more cited than average, perhaps from increased international audiences, there is no science-wide direct academic evidence of a connection between international collaboration and research quality. This article empirically investigates the connection between international collaboration and research quality for the first time, with 148,977 UK-based journal articles with post publication expert review scores from the 2021 Research Excellence Framework (REF). Using an ordinal regression model controlling for collaboration, international partners increased the odds of higher quality scores in 27 out of 34 Units of Assessment (UoAs) and all Main Panels. The results therefore give the first large scale evidence of the fields in which international co-authorship for articles is usually apparently beneficial. At the country level, the results suggests that UK collaboration with other high research-expenditure economies generates higher quality research, even when the countries produce lower citation impact journal articles than the United Kingdom. Worryingly, collaborations with lower research-expenditure economies tend to be judged lower quality, possibly through misunderstanding Global South research goals.</p>","PeriodicalId":48810,"journal":{"name":"Journal of the Association for Information Science and Technology","volume":"75 7","pages":"769-788"},"PeriodicalIF":3.5,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/asi.24881","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140056849","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A roadmap to achieving a healthier information ecosystem through GDPR implementation and privacy compliance technologies 通过实施 GDPR 和隐私合规技术实现更健康信息生态系统的路线图
IF 2.8 2区 管理学
Journal of the Association for Information Science and Technology Pub Date : 2024-02-28 DOI: 10.1002/asi.24878
Wilson Li, Bingqing Xiong, Chaofan Yang
{"title":"A roadmap to achieving a healthier information ecosystem through GDPR implementation and privacy compliance technologies","authors":"Wilson Li,&nbsp;Bingqing Xiong,&nbsp;Chaofan Yang","doi":"10.1002/asi.24878","DOIUrl":"10.1002/asi.24878","url":null,"abstract":"<p>Privacy protection has become a central issue in information science, with the General Data Protection Regulation (GDPR) significantly impacting information ecosystems. Research gaps persist in understanding the causal relationship between GDPR implementation and websites' proactive changes, such as adopting privacy compliance technologies. This study aims to examine the influence of GDPR implementation on websites' information ecosystems and identify boundary conditions that may affect this relationship. Utilizing domain-level data from a professional platform tracking website technologies before and after GDPR implementation, which encompasses a comprehensive longitudinal dataset of over 1.2 million websites, our results indicate that GDPR implementation has increased the decision, breadth, depth, and intensity of adopting related technologies. The variance in these adoptions is significantly shaped by the differing levels of institutional impacts experienced by trailblazing versus laggard industries. Our study contributes to the literature by revealing the importance of policy factors in fostering a healthier information ecosystem. We demonstrate the complex nature of the relationship between policy factors and technology adoption, highlighting the need for researchers to consider institutional context and industry-specific characteristics. We further discuss valuable insights for relevant stakeholders.</p>","PeriodicalId":48810,"journal":{"name":"Journal of the Association for Information Science and Technology","volume":"75 10","pages":"1182-1201"},"PeriodicalIF":2.8,"publicationDate":"2024-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140034442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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