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Fuzzy Decision Trees for Explainable Brain Tumor Classification: A Comparative Study with Deep Neural Networks and Classical Binary Decision Trees 模糊决策树用于可解释脑肿瘤分类：与深度神经网络和经典二叉决策树的比较研究
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-01-03 DOI: 10.1007/s10796-025-10683-2
Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Giustino Claudio Miglionico, Fabrizio Ruffini
{"title":"Fuzzy Decision Trees for Explainable Brain Tumor Classification: A Comparative Study with Deep Neural Networks and Classical Binary Decision Trees","authors":"Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Giustino Claudio Miglionico, Fabrizio Ruffini","doi":"10.1007/s10796-025-10683-2","DOIUrl":"https://doi.org/10.1007/s10796-025-10683-2","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"35 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145894759","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 Paradoxical Impact of Smartphone Addiction on Innovative Performance: A Conservation of Resources Theory Perspective 智能手机成瘾对创新绩效的矛盾影响：资源保护理论视角
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-01-03 DOI: 10.1007/s10796-025-10673-4
Murad Moqbel, Bright Frimpong, Lidan Zhang
{"title":"The Paradoxical Impact of Smartphone Addiction on Innovative Performance: A Conservation of Resources Theory Perspective","authors":"Murad Moqbel, Bright Frimpong, Lidan Zhang","doi":"10.1007/s10796-025-10673-4","DOIUrl":"https://doi.org/10.1007/s10796-025-10673-4","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"33 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145894758","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
Sustainable through Digital – A Research Agenda for Digital Social Innovation 数字化可持续发展——数字化社会创新研究议程
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-01-03 DOI: 10.1007/s10796-025-10664-5
Anna Krombacher, Anna-Katharina Lindenthal, Anna Maria Oberländer, Ricarda Schäfer
{"title":"Sustainable through Digital – A Research Agenda for Digital Social Innovation","authors":"Anna Krombacher, Anna-Katharina Lindenthal, Anna Maria Oberländer, Ricarda Schäfer","doi":"10.1007/s10796-025-10664-5","DOIUrl":"https://doi.org/10.1007/s10796-025-10664-5","url":null,"abstract":"To address the detrimental sustainability challenges of our time, the synthesis of two currently isolated innovation research streams is promising: 1) Digital innovation leveraging digital technologies to create novel solutions, and 2) social innovation creating social value and thus accelerating sustainable development. Bringing together both research streams, this study aims to build a knowledge foundation on so-called digital social innovation (DSI). First, by identifying 135 studies in the DSI realm through a structured literature review, we analyse and synthesise their contribution via a theory-based multidimensional framework spanning digital technology, digital innovation, and social innovation. Next, to get a comprehensive overview of existing DSI research, this study provides a research agenda validated by expert scholars comprising 12 clear-cut research pathways for DSI. Our findings guide the advancement of DSI research and enable practitioners to leverage DSI in light of the current societal challenges.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"49 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145894761","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 Tool, the Pet, the Carer & the Warden: A Conceptual Framework of How Older Adults Perceive Socially Assistive Robots. 工具，宠物，照顾者和监狱长：老年人如何感知社会辅助机器人的概念框架。
IF 6.2 3区 管理学
Information Systems Frontiers Pub Date : 2026-01-01 Epub Date: 2026-02-27 DOI: 10.1007/s10796-026-10699-2
Laura Pemberton, Nikolay Mehandjiev, Michelle Carter
{"title":"The Tool, the Pet, the Carer & the Warden: A Conceptual Framework of How Older Adults Perceive Socially Assistive Robots.","authors":"Laura Pemberton, Nikolay Mehandjiev, Michelle Carter","doi":"10.1007/s10796-026-10699-2","DOIUrl":"10.1007/s10796-026-10699-2","url":null,"abstract":"<p><p>As the population of older adults in the UK grows, Socially Assistive Robots (SARs) are increasingly important for supporting independence and enhancing quality of life within the home. This study draws on the Computers Are Social Actors (CASA) framework to explore how older adults perceive and interact with anthropomorphized SARs. We present a framework that categorizes these devices into four roles: Carer, Pet, Warden, and Tool. The framework reflects relationship tolerance and autonomy, capturing the varied relational and emotional interactions older users have with SARs. Using qualitative methods, including interviews with 13 older adults in a virtual reality smart home setup, the findings reveal diverse user expectations. Devices like Alexa and a robotic cat align with the Pet role, providing companionship and emotional comfort, while humanoid robots fit the Warden role, offering oversight without attachment. Design implications emphasize customizable anthropomorphic features, enabling devices to adapt to users' emotional and practical needs, ultimately fostering autonomy and quality of life for aging individuals.</p>","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"28 3","pages":"1039-1059"},"PeriodicalIF":6.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13400473/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148591441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Enhancing Cybersecurity Investment with FAIR-ROSI: A Responsible Cybersecurity Approach to Digital Society. 以FAIR-ROSI加强网络安全投资：面向数字社会的负责任网络安全途径。
IF 6.2 3区 管理学
Information Systems Frontiers Pub Date : 2026-01-01 Epub Date: 2025-07-08 DOI: 10.1007/s10796-025-10625-y
Ying He, Tong Xin, Cunjin Luo
{"title":"Enhancing Cybersecurity Investment with FAIR-ROSI: A Responsible Cybersecurity Approach to Digital Society.","authors":"Ying He, Tong Xin, Cunjin Luo","doi":"10.1007/s10796-025-10625-y","DOIUrl":"10.1007/s10796-025-10625-y","url":null,"abstract":"<p><p>Investment in cybersecurity is critical to protect information system security, preserve organizational interests, and fulfil social responsibilities. However, due to the lack of a transparent process, investors often struggle to assess the effectiveness of their investments. Traditional return on security investment (ROSI) can be considered as an economic indicator which reflects investment efficiency, but it often emphasizes investment costs and anticipated returns while overlooks cybersecurity related metrics. This paper proposes the FAIR-ROSI model that integrates five qualitative and quantitative cybersecurity metrics with the Factor Analysis of Information Risk (FAIR) model. It combines practical qualitative and quantitative indicators to enhance the granularity of the traditional ROSI model. We then use a case study to evaluate the FAIR-ROSI model. The results from pre and post control measures shows a narrow margin between actual and projected loss values and a significantly higher ROI compared to the total security expenditure.</p>","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"28 2","pages":"697-712"},"PeriodicalIF":6.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13201335/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148042184","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 500 Most-Cited Articles in Management Information Systems: A Bibliometric and Thematic Approach 管理信息系统中被引用最多的500篇文章：文献计量学和专题方法
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2025-12-29 DOI: 10.1007/s10796-025-10687-y
Ahmet Ayaz
{"title":"The 500 Most-Cited Articles in Management Information Systems: A Bibliometric and Thematic Approach","authors":"Ahmet Ayaz","doi":"10.1007/s10796-025-10687-y","DOIUrl":"https://doi.org/10.1007/s10796-025-10687-y","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"9 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847127","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
Understanding How Healthcare Access is Enriched Through Telemedicine: Taking an Affordance Actualization Perspective 了解如何通过远程医疗丰富医疗保健访问：从功能实现的角度来看
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2025-12-29 DOI: 10.1007/s10796-025-10660-9
Rajesh Chandwani, Rahul De’, Yogesh K. Dwivedi
{"title":"Understanding How Healthcare Access is Enriched Through Telemedicine: Taking an Affordance Actualization Perspective","authors":"Rajesh Chandwani, Rahul De’, Yogesh K. Dwivedi","doi":"10.1007/s10796-025-10660-9","DOIUrl":"https://doi.org/10.1007/s10796-025-10660-9","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"253 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847122","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
Footprints of Data in a Classifier: Understanding the Privacy Risks and Solution Strategies 数据在分类器中的足迹：理解隐私风险和解决策略
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2025-12-27 DOI: 10.1007/s10796-025-10679-y
Payel Sadhukhan, Tanujit Chakraborty
{"title":"Footprints of Data in a Classifier: Understanding the Privacy Risks and Solution Strategies","authors":"Payel Sadhukhan, Tanujit Chakraborty","doi":"10.1007/s10796-025-10679-y","DOIUrl":"https://doi.org/10.1007/s10796-025-10679-y","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"28 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145836241","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
When Recommendations are Explainable: an Eye-Tracking Study Comparing How and What to Explain 当推荐是可解释的：一项比较如何解释和解释什么的眼球追踪研究
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2025-12-27 DOI: 10.1007/s10796-025-10670-7
Chenyue Wang, Anne C. Kroon, Judith Möller, Claes H. de Vreese, Sophie C. Boerman
{"title":"When Recommendations are Explainable: an Eye-Tracking Study Comparing How and What to Explain","authors":"Chenyue Wang, Anne C. Kroon, Judith Möller, Claes H. de Vreese, Sophie C. Boerman","doi":"10.1007/s10796-025-10670-7","DOIUrl":"https://doi.org/10.1007/s10796-025-10670-7","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"35 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145836242","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 Format does not Matter; but Explanations do - An Eggsbert study on explaining Bayesian Optimization tasks 说明格式无关紧要；但是解释——一个解释贝叶斯优化任务的Eggsbert研究
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2025-12-26 DOI: 10.1007/s10796-025-10671-6
Tanmay Chakraborty, Marion Koelle, Jörg Schlötterer, Nadine Schlicker, Christian Wirth, Christin Seifert
{"title":"Explanation Format does not Matter; but Explanations do - An Eggsbert study on explaining Bayesian Optimization tasks","authors":"Tanmay Chakraborty, Marion Koelle, Jörg Schlötterer, Nadine Schlicker, Christian Wirth, Christin Seifert","doi":"10.1007/s10796-025-10671-6","DOIUrl":"https://doi.org/10.1007/s10796-025-10671-6","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"6 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145829919","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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