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Artificial Intelligence Facets and System-Level Properties as Drivers of Use: A Critical Review, Research Framework and Agenda 人工智能方面和系统级属性作为使用的驱动因素：一个关键的回顾，研究框架和议程
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-04-24 DOI: 10.1007/s10796-026-10707-5
Marion Korosec-Serfaty, Bogdan Negoita, Sylvain Sénécal, Pierre-Majorique Léger
{"title":"Artificial Intelligence Facets and System-Level Properties as Drivers of Use: A Critical Review, Research Framework and Agenda","authors":"Marion Korosec-Serfaty, Bogdan Negoita, Sylvain Sénécal, Pierre-Majorique Léger","doi":"10.1007/s10796-026-10707-5","DOIUrl":"https://doi.org/10.1007/s10796-026-10707-5","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"67 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147739556","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Explanation-as-Signal: A Two-way Human-AI Feedback Loop for Mitigating Hallucinations in Text-to-Knowledge Transformation 解释即信号：缓解文本到知识转换幻觉的双向人类-人工智能反馈循环
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-04-23 DOI: 10.1007/s10796-026-10738-y
Fouad Zablith, James Abbas
{"title":"Explanation-as-Signal: A Two-way Human-AI Feedback Loop for Mitigating Hallucinations in Text-to-Knowledge Transformation","authors":"Fouad Zablith, James Abbas","doi":"10.1007/s10796-026-10738-y","DOIUrl":"https://doi.org/10.1007/s10796-026-10738-y","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"53 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147733563","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
A(I)gents of Change? A Human-IS Collaboration Framework for Understanding the Evolving Phenomenon of Creative Problem-Solving A(I)变革的代理人？理解创造性问题解决的演变现象的人类-信息系统协作框架
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-04-23 DOI: 10.1007/s10796-026-10726-2
Divya Dwivedi, Shankhadeep Banerjee, Rahul De’
{"title":"A(I)gents of Change? A Human-IS Collaboration Framework for Understanding the Evolving Phenomenon of Creative Problem-Solving","authors":"Divya Dwivedi, Shankhadeep Banerjee, Rahul De’","doi":"10.1007/s10796-026-10726-2","DOIUrl":"https://doi.org/10.1007/s10796-026-10726-2","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"143 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147733565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
The New Reality of Knowledge Work: Impact of Flexible Work Settings on Organizational Cybersecurity 知识工作的新现实：灵活工作设置对组织网络安全的影响
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-04-23 DOI: 10.1007/s10796-026-10723-5
Dennik Baltuttis, Christoph M. Abels, Timm Teubner
{"title":"The New Reality of Knowledge Work: Impact of Flexible Work Settings on Organizational Cybersecurity","authors":"Dennik Baltuttis, Christoph M. Abels, Timm Teubner","doi":"10.1007/s10796-026-10723-5","DOIUrl":"https://doi.org/10.1007/s10796-026-10723-5","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"16 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147733606","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Rule-Based Explanations for Retrieval-Augmented LLM Systems 基于规则的检索增强LLM系统解释
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-04-23 DOI: 10.1007/s10796-026-10737-z
Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta
{"title":"Rule-Based Explanations for Retrieval-Augmented LLM Systems","authors":"Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta","doi":"10.1007/s10796-026-10737-z","DOIUrl":"https://doi.org/10.1007/s10796-026-10737-z","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"5 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147733564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Multimodal Insights into Credit Risk Modelling: Integrating Climate and Text Data for Default Prediction 信用风险建模的多模式洞察：整合气候和文本数据用于违约预测
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-04-21 DOI: 10.1007/s10796-026-10739-x
Zongxiao Wu, Ran Liu, Jiang Dai, Dan Luo
{"title":"Multimodal Insights into Credit Risk Modelling: Integrating Climate and Text Data for Default Prediction","authors":"Zongxiao Wu, Ran Liu, Jiang Dai, Dan Luo","doi":"10.1007/s10796-026-10739-x","DOIUrl":"https://doi.org/10.1007/s10796-026-10739-x","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"37 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147733609","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
How to Evaluate Fuzzy Linguistic Summaries and Fuzzy Association Rules? A Pilot User Study in Monitoring Bipolar and Depressive Disorders 如何评价模糊语言摘要和模糊关联规则？监测双相情感障碍和抑郁症的试点用户研究
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-04-16 DOI: 10.1007/s10796-026-10712-8
Katarzyna Kaczmarek-Majer, Martina Daňková, Marcin Ostrowski, Marlena Sokół-Szawłowska, Petr Hyner, Zahra Alijani, Adam Gȩdek, Małgorzata Sochacka, Anna Antosik-Wójcińska, Filip Wichrowski, Jose Maria Alonso-Moral, Monika Dominiak
{"title":"How to Evaluate Fuzzy Linguistic Summaries and Fuzzy Association Rules? A Pilot User Study in Monitoring Bipolar and Depressive Disorders","authors":"Katarzyna Kaczmarek-Majer, Martina Daňková, Marcin Ostrowski, Marlena Sokół-Szawłowska, Petr Hyner, Zahra Alijani, Adam Gȩdek, Małgorzata Sochacka, Anna Antosik-Wójcińska, Filip Wichrowski, Jose Maria Alonso-Moral, Monika Dominiak","doi":"10.1007/s10796-026-10712-8","DOIUrl":"https://doi.org/10.1007/s10796-026-10712-8","url":null,"abstract":"Bipolar affective disorder and depression are among the most prevalent mental health conditions, with recent advances highlighting the role of sensors and computational methods in monitoring them. However, current Artificial Intelligence (AI)-based systems, while accurate, often lack transparency, limiting their trustworthiness and clinical adoption. Furthermore, the state-of-the-art is still missing clear guidelines on how to design advanced human-centric validation approaches for interpretations or explanations of intelligent systems with the aim of paving the way towards trustworthy AI systems ready to be adopted by clinicians. This paper presents a novel evaluation approach integrating supervised learning with fuzzy information granules derived from fuzzy association rules and linguistic summaries to enhance interpretability. Its main innovation lies in the human-centric evaluation methodology. Our use case study in the mental health monitoring setting demonstrates the framework’s ability to reveal meaningful relationships between sensor data and mental states. Thus, this work contributes to the development of trustworthy AI systems in compliance with emerging regulatory standards. Our findings confirm that fuzzy logic-based interpretations constructed about the patients’ acoustic features would be beneficial for both clinicians and patients. 75% of respondents agreed that interpretations addressed important aspects of the clinical problem, and 91.7% of respondents agreed that additional interpretations would help psychiatrists in daily patient care. However, evaluations were more critical concerning the clarity and evidential support. Further work should focus on improving the conciseness and clarity of the automatically constructed fuzzy information granules.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"64 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147708703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Behavioral Issues in Cybersecurity & Privacy in the Era of Data Explosion 数据爆炸时代的网络安全和隐私行为问题
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-04-16 DOI: 10.1007/s10796-026-10720-8
Sumantra Sarkar, Philip Menard, Anthony Vance
{"title":"Behavioral Issues in Cybersecurity & Privacy in the Era of Data Explosion","authors":"Sumantra Sarkar, Philip Menard, Anthony Vance","doi":"10.1007/s10796-026-10720-8","DOIUrl":"https://doi.org/10.1007/s10796-026-10720-8","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"323 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147708699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
GenAI as a Posthuman Creative Collaborator – Evidence from Artistic Exploration GenAI作为后人类的创造性合作者——来自艺术探索的证据
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-04-13 DOI: 10.1007/s10796-026-10719-1
Pattie Beerens, Stuart Black, Humza Naseer
{"title":"GenAI as a Posthuman Creative Collaborator – Evidence from Artistic Exploration","authors":"Pattie Beerens, Stuart Black, Humza Naseer","doi":"10.1007/s10796-026-10719-1","DOIUrl":"https://doi.org/10.1007/s10796-026-10719-1","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"13 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147708706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Will You Pin(e) for It? Understanding Gratifications that Drive User Experience on Bookmarking Platforms 你会为它钉(e)吗？理解在书签平台上驱动用户体验的满足感
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-04-13 DOI: 10.1007/s10796-026-10725-3
Bibaswan Basu, Indranil Bose
{"title":"Will You Pin(e) for It? Understanding Gratifications that Drive User Experience on Bookmarking Platforms","authors":"Bibaswan Basu, Indranil Bose","doi":"10.1007/s10796-026-10725-3","DOIUrl":"https://doi.org/10.1007/s10796-026-10725-3","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"14 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147708701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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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