Information Systems Frontiers最新文献

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How to Come Up with AI Use Cases Ideas? —An Ideation Technique Development Based on Analysis of Shadow IT Usage 如何提出人工智能用例的想法?——基于影子IT使用分析的构思技术开发
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-03-02 DOI: 10.1007/s10796-025-10676-1
Qingyu Liang, Kevin Crowston, Juanqiong Gou
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引用次数: 0
Profitability of Machine Learning Models in Forecasting the S&P 500 Index 机器学习模型在预测标准普尔500指数中的盈利能力
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-03-02 DOI: 10.1007/s10796-026-10693-8
Dennis Olson, Salah Nusair, Emilios Galariotis
{"title":"Profitability of Machine Learning Models in Forecasting the S&P 500 Index","authors":"Dennis Olson, Salah Nusair, Emilios Galariotis","doi":"10.1007/s10796-026-10693-8","DOIUrl":"https://doi.org/10.1007/s10796-026-10693-8","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"50 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147359563","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
Advances in Explainable Big Data Analytics for Enhanced Cybersecurity 增强网络安全的可解释大数据分析进展
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-02-28 DOI: 10.1007/s10796-026-10701-x
Mahmudul Hasan, Md. Mahedi Hassan, Sumya Akter, Petr Hajek, Mohammad Zoynul Abedin
{"title":"Advances in Explainable Big Data Analytics for Enhanced Cybersecurity","authors":"Mahmudul Hasan, Md. Mahedi Hassan, Sumya Akter, Petr Hajek, Mohammad Zoynul Abedin","doi":"10.1007/s10796-026-10701-x","DOIUrl":"https://doi.org/10.1007/s10796-026-10701-x","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"4 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147359564","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
Why People Use AI Voice Assistants (AIVAs): Application of the Human Interactivity Perspective to Human-AI Interactions 为什么人们会使用AI语音助手(AIVAs):人机交互视角在人机交互中的应用
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-02-28 DOI: 10.1007/s10796-026-10702-w
Youngho Yoon, One-Ki Daniel Lee
{"title":"Why People Use AI Voice Assistants (AIVAs): Application of the Human Interactivity Perspective to Human-AI Interactions","authors":"Youngho Yoon, One-Ki Daniel Lee","doi":"10.1007/s10796-026-10702-w","DOIUrl":"https://doi.org/10.1007/s10796-026-10702-w","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"1 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147360236","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
Dancing Alone or Dancing Together? New Product Development, Knowledge Sharing and Innovation Investment 独舞还是群舞?新产品开发、知识共享和创新投资
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-02-23 DOI: 10.1007/s10796-026-10695-6
Yashuang Wei, Guofang Nan, Dahui Li, Giri Kumar Tayi
{"title":"Dancing Alone or Dancing Together? New Product Development, Knowledge Sharing and Innovation Investment","authors":"Yashuang Wei, Guofang Nan, Dahui Li, Giri Kumar Tayi","doi":"10.1007/s10796-026-10695-6","DOIUrl":"https://doi.org/10.1007/s10796-026-10695-6","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"82 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147287166","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
Critical Thinking in AI-Assisted Deontologically-Governed Professional Decision-Making: When and How Explainability, Reliability, and Transparency Matter 人工智能辅助道义管理的专业决策中的批判性思维:可解释性、可靠性和透明度何时以及如何重要
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-02-23 DOI: 10.1007/s10796-025-10691-2
Marion Korosec-Serfaty, Pierre-Majorique Léger, Xavier Parent-Rocheleau, Sylvain Sénécal
{"title":"Critical Thinking in AI-Assisted Deontologically-Governed Professional Decision-Making: When and How Explainability, Reliability, and Transparency Matter","authors":"Marion Korosec-Serfaty, Pierre-Majorique Léger, Xavier Parent-Rocheleau, Sylvain Sénécal","doi":"10.1007/s10796-025-10691-2","DOIUrl":"https://doi.org/10.1007/s10796-025-10691-2","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"51 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147287207","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
Publisher Correction to: Investigation of Mobile Payments aiding Women Microentrepreneurs: Evidence from Rural India 对《移动支付帮助女性微型企业家的调查:来自印度农村的证据》的更正
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-02-19 DOI: 10.1007/s10796-026-10705-7
Abhipsa Pal, Ashish Desai, Rahul De’
{"title":"Publisher Correction to: Investigation of Mobile Payments aiding Women Microentrepreneurs: Evidence from Rural India","authors":"Abhipsa Pal, Ashish Desai, Rahul De’","doi":"10.1007/s10796-026-10705-7","DOIUrl":"https://doi.org/10.1007/s10796-026-10705-7","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"1 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146230874","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
Heterogeneous Information-Driven Contrastive Optimization for Abstractive Summarization 面向抽象摘要的异构信息驱动对比优化
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-02-16 DOI: 10.1007/s10796-026-10704-8
Peipei Wang, Jingan Lu, Shuai Gong
{"title":"Heterogeneous Information-Driven Contrastive Optimization for Abstractive Summarization","authors":"Peipei Wang, Jingan Lu, Shuai Gong","doi":"10.1007/s10796-026-10704-8","DOIUrl":"https://doi.org/10.1007/s10796-026-10704-8","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"20 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146205127","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
Quantifying Model Uncertainty with AutoML and Rashomon Partial Dependence Profiles: Enabling Trustworthy and Human-centered XAI 用AutoML和Rashomon部分依赖谱量化模型不确定性:实现可信赖和以人为中心的XAI
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-02-09 DOI: 10.1007/s10796-026-10698-3
Mustafa Cavus, Jan N. van Rijn, Przemysław Biecek
{"title":"Quantifying Model Uncertainty with AutoML and Rashomon Partial Dependence Profiles: Enabling Trustworthy and Human-centered XAI","authors":"Mustafa Cavus, Jan N. van Rijn, Przemysław Biecek","doi":"10.1007/s10796-026-10698-3","DOIUrl":"https://doi.org/10.1007/s10796-026-10698-3","url":null,"abstract":"Trustworthiness of AI systems is a core objective of Human-Centered Explainable AI, and relies, among other things, on explainability and understandability of the outcome. While automated machine learning tools automate model training, they often generate not only a single “best” model but also a set of near-equivalent alternatives, known as the Rashomon set. This set provides a unique opportunity for human-centered explainability: by exposing variability among similarly performing models, we can offer users richer and more informative explanations. In this paper, we introduce <jats:italic>Rashomon partial dependence profiles</jats:italic> , a model-agnostic technique that aggregates feature effect estimates across the Rashomon set. Unlike traditional explanations derived from a single model, Rashomon partial dependence profiles explicitly quantify uncertainty and visualize variability, further enabling user trust and understanding model behavior to make informed decisions. Additionally, under high-noise conditions, the Rashomon partial dependence profiles more accurately recover ground-truth feature relationships than a single-model partial dependence profile. Experiments on synthetic and real-world datasets demonstrate that Rashomon partial dependence profiles reduce average deviation from the ground truth by up to 38%, and their confidence intervals reliably capture true feature effects. These results highlight how leveraging the Rashomon set can enhance technical rigor while centering explanations on user trust and understanding aligned with Human-centered explainable AI principles.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"45 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146038","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
Unveiling Factors Impacting Social Media Reshare in Racism Discourse 揭示影响种族主义话语中社交媒体转发的因素
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2026-01-30 DOI: 10.1007/s10796-025-10665-4
Yoongi Kim, Eun Hee Park, Jongwoo Kim
{"title":"Unveiling Factors Impacting Social Media Reshare in Racism Discourse","authors":"Yoongi Kim, Eun Hee Park, Jongwoo Kim","doi":"10.1007/s10796-025-10665-4","DOIUrl":"https://doi.org/10.1007/s10796-025-10665-4","url":null,"abstract":"","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"20 1 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146095846","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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