Information Systems Frontiers最新文献

Threats & Trade-offs: A Start-up Simulation Game for Cybersecurity and Innovation Decision-Making

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-04-22 DOI: 10.1007/s10796-025-10604-3

Kseniya Stsiampkouskaya, Oishee Kundu, Joanna Syrda, Adam Joinson

引用次数: 0

Adversarial Anomaly Explanation

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-04-21 DOI: 10.1007/s10796-025-10605-2

Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli

{"title":"Adversarial Anomaly Explanation","authors":"Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli","doi":"10.1007/s10796-025-10605-2","DOIUrl":"https://doi.org/10.1007/s10796-025-10605-2","url":null,"abstract":"Given a data set and one single object known to be anomalous beforehand, the outlier explanation problem consists in explaining the abnormality of the input object with respect to the data set population. The approach pursued in this paper to solve the above task consists in finding an explanation, namely, a piece of information encoding the characteristics that locate the anomalous data object far from the normal data. Our explanation consists of two components, the choice, encoding the set of features in which the anomalous object deviates from the rest of the population, and the mask, encoding the associated amount of deviation with respect to the normality. The goal here is not to explain the decisional process of a model but, rather, to provide an explanation justifying the output of the decisional process by only inspecting the data set on which the decision has been made. We tackle this problem by introducing an innovative deep learning architecture, called MMOAM, based on the adversarial learning paradigm. We assess the effectiveness of our technique over both synthetic and real data sets and compare it against state of the art outlier explanation methods reporting better performances in different scenarios.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"26 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143853421","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 Review of How Different Views on Ethics Shape Perceptions of Morality and Responsibility within AI Transformation

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-03-31 DOI: 10.1007/s10796-025-10596-0

Teresa Hammerschmidt, Alina Hafner, Katharina Stolz, Nina Passlack, Oliver Posegga, Karl-Heinz Gerholz

{"title":"A Review of How Different Views on Ethics Shape Perceptions of Morality and Responsibility within AI Transformation","authors":"Teresa Hammerschmidt, Alina Hafner, Katharina Stolz, Nina Passlack, Oliver Posegga, Karl-Heinz Gerholz","doi":"10.1007/s10796-025-10596-0","DOIUrl":"https://doi.org/10.1007/s10796-025-10596-0","url":null,"abstract":"This paper examines the evolving dynamics of human-AI interaction, emphasizing the ethical challenges and responsibility gaps that emerge as AI technologies become more autonomous and integrated into society and business. We analyze, utilizing a systematic literature review, how various ethical views influence our understanding of morality and responsibility in human-AI collaborations. Deontological ethics emerge as a dominant theme, with much of the literature centered on ethical principles shaped by powerful nations. The study highlights the need to integrate diverse ethical perspectives into AI research to address contradictions in ethical frameworks across various cultural contexts. While respecting cultural differences, achieving a common ground among these frameworks requires increased dialogue among AI researchers and practitioners. Our findings further underscore the importance of future research in developing a more cohesive understanding of how AI transformation challenges previous assumptions about AI’s role in moral agency and responsibility.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"81 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143745697","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

Technology Advancements Shaping the Financial Inclusion Landscape: Present Interventions, Emergence of Artificial Intelligence and Future Directions

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-03-29 DOI: 10.1007/s10796-025-10597-z

Oluwafemi Akanfe, Paras Bhatt, Diane A. Lawong

{"title":"Technology Advancements Shaping the Financial Inclusion Landscape: Present Interventions, Emergence of Artificial Intelligence and Future Directions","authors":"Oluwafemi Akanfe, Paras Bhatt, Diane A. Lawong","doi":"10.1007/s10796-025-10597-z","DOIUrl":"https://doi.org/10.1007/s10796-025-10597-z","url":null,"abstract":"The global commitment to advancing financial inclusion (FI) relies on technology to connect underserved communities with the formal financial sector. Existing traditional technologies have made some progress, but they often fail to adapt to the unique needs of these populations. Although artificial intelligence (AI) offers new possibilities to meet these limitations, its rapid advancement has outpaced the development of integrative studies, leaving its potential impact on financial access by the underserved largely unexplored. Existing research provides fragmented insights into how different technological interventions impact diverse groups. We develop a segment-outcome-focused analysis to structure a scoping review of 95 information systems studies to assess current technological advances for FI and explore how AI can address their limitations, including limited digital literacy, uneven and high cost of infrastructure, and service personalization. We then engender future research directions and conclude with theoretical contributions and practical implications, emphasizing the potential of AI solutions to advance FI.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"2 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143733997","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

Learning from the Past to Advance the Future: Synthesizing the Meta-Analysis Landscape in Information Systems Research

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-03-26 DOI: 10.1007/s10796-025-10598-y

Thuy Duong Oesterreich, Eduard Anton, Julian Schuir, Frank Teuteberg, Adil S. Al-Busaidi, Yogesh K. Dwivedi

引用次数: 0

Digital Technologies and Supply Chain Resilience: A Resource-Action-Performance Perspective

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-03-26 DOI: 10.1007/s10796-025-10595-1

Lin Wu, Zhewei Zhang, Jimmy Huang, I-Hsuan Su, Shuang Tian

{"title":"Digital Technologies and Supply Chain Resilience: A Resource-Action-Performance Perspective","authors":"Lin Wu, Zhewei Zhang, Jimmy Huang, I-Hsuan Su, Shuang Tian","doi":"10.1007/s10796-025-10595-1","DOIUrl":"https://doi.org/10.1007/s10796-025-10595-1","url":null,"abstract":"This study empirically examines how various digital technologies individually and collectively contribute to supply chain resilience (SCRes) in coping with major disruptions. While there is no shortage in the IS literature to study the use of digital technologies, current trend is prevailed with either the investigation of single technology or treating all deployed technologies as an undifferentiated whole. Therefore, theoretically, we aim to address the lack of conceptual clarity and insights in the use of multiple digital technologies in tandem. To operationalize this research, we deploy and build on the Resource-Action-Performance (RAP) perspective, and categorize widely used digital technologies into two, namely, resource-oriented and action-oriented technologies. We then empirically investigate how these two categories of digital technologies are orchestrated to help maintain and improve SCRes for manufacturing firms during major disruptions, in this case, Covid-19. The results show a positive effect of resource-oriented technologies on SCRes, which is mediated by action-oriented technologies. Our contributions to the IS literature are threefold. First, our study provides important theoretical insights by analytically separating and categorizing different digital technologies as a means to enrich our understanding in the use of multiple technologies in tandem. Second, we offer empirical evidence to elaborate different functions and values that different digital technologies individually and collectively contributed to firm’s capability in SCRes and its ability to cope with major disruptions. Third, our study provides practical insights into utilizing digital tools to maintain business continuity in uncertain environments.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"99 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143712756","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

Revealing the Role of Intra-household Dynamics in Computer Adoption: An Inductive Theorization Approach Using Machine Learning in the Indian Context

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-03-17 DOI: 10.1007/s10796-025-10594-2

Sharada Sringeswara, Jang Bahadur Singh, Sujeet Kumar Sharma, Sirish Kumar Gouda

引用次数: 0

The More, the Better? Effects of Same-Side Network Externalities on Customer Loyalty in Ride-Hailing Aggregation Platforms 越多越好？同侧网络外部性对打车聚合平台客户忠诚度的影响

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-03-12 DOI: 10.1007/s10796-025-10593-3

Yu Cao, Xiang Li, Furou Kou, Guangyu Wan

{"title":"The More, the Better? Effects of Same-Side Network Externalities on Customer Loyalty in Ride-Hailing Aggregation Platforms","authors":"Yu Cao, Xiang Li, Furou Kou, Guangyu Wan","doi":"10.1007/s10796-025-10593-3","DOIUrl":"https://doi.org/10.1007/s10796-025-10593-3","url":null,"abstract":"This study explores the dynamics of customer loyalty in ride-hailing aggregation platforms, a burgeoning segment of the sharing economy that consolidates multiple service providers into a unified interface. Leveraging perceived value theory, we analyze the “double-edged sword” effect of same-side network externalities—how perceived customer network size impacts customer loyalty in a non-linear, inverted U-shaped pattern. Data from 543 aggregation platform users reveal that moderate levels of perceived customer network size optimize loyalty, balancing the positive effects of increased utility and trust with the negative impacts of network congestion. Moreover, perceived value mediates this curvilinear relationship, while perceived driver network size—a measure of cross-side network externalities—intensifies its curvature, highlighting the critical role of interdependencies between platform participants. Our arguments and results contribute to the literature on customer loyalty on platforms, and can inform the strategic decisions of platforms that rely on same side network externalities for value creation.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"26 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143599857","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

Does Leadership Approach Matter? Examining Behavioral Influences of Leaders on Employees’ Information Security Compliance 领导方法重要吗？研究领导者对员工信息安全合规性的行为影响

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-03-08 DOI: 10.1007/s10796-025-10592-4

Gurvirender P.S. Tejay, Marcus Winkfield

{"title":"Does Leadership Approach Matter? Examining Behavioral Influences of Leaders on Employees’ Information Security Compliance","authors":"Gurvirender P.S. Tejay, Marcus Winkfield","doi":"10.1007/s10796-025-10592-4","DOIUrl":"https://doi.org/10.1007/s10796-025-10592-4","url":null,"abstract":"Organizations continue to struggle with motivating employee compliance with information systems (IS) security protocols despite implementing technical and managerial strategies. This study examines the critical role of leadership behaviors in fostering security compliance among employees. We assert that effective leadership can significantly influence adherence to IS security controls. Grounded in expectancy theory, our research model investigates how task-oriented and relationship-oriented leadership behaviors impact perceived security efforts and performance, ultimately shaping expected security outcomes. Data were collected from 407 participants through a cross-sectional survey, and structural equation modeling was employed for analysis. The findings reveal that task-oriented leadership is particularly effective in motivating IS security compliance. Furthermore, individual-level analyses highlight task-oriented leadership as the sole behavior demonstrating a direct relationship with the expected security outcomes of compliance. These insights enrich our understanding of security compliance behaviors as primarily driven by extrinsic motivation. We encourage future research to explore the role of intrinsic motivators and the potential indirect effects of relationship-oriented leadership behaviors on IS security policy compliance. By illuminating the behavioral dynamics of leadership, this study paves the way for organizations to enhance their IS security programs and cultivate a culture of compliance.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"39 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143575378","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 Human-AI Augmentation in the Workplace: A Review and a Future Research Agenda

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-03-04 DOI: 10.1007/s10796-025-10591-5

Trinh Nguyen, Amany Elbanna

引用次数: 0