Information Systems Frontiers最新文献_第4页

Machine Learning-Based Cooperative Clustering for Detecting and Mitigating Jamming Attacks in beyond 5G Networks 基于机器学习的合作聚类用于检测和缓解超 5G 网络中的干扰攻击

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-09-06 DOI: 10.1007/s10796-024-10534-6

So-Eun Jeon, Sun-Jin Lee, Yu-Rim Lee, Heejung Yu, Il-Gu Lee

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Leveraging Action Knowledge from Product Reviews to Enhance Human-Centered Recommender Systems: A Knowledge Graph-Based Framework 利用产品评论中的行动知识来增强以人为本的推荐系统：基于知识图谱的框架

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-09-03 DOI: 10.1007/s10796-024-10529-3

Fouad Zablith

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Protection or Cynicism? Dual Strategies for Coping with Privacy Threats 保护还是嘲讽？应对隐私威胁的双重策略

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-30 DOI: 10.1007/s10796-024-10531-9

Lu Yu, Li He, Jian Du, Xiaobo Wu

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Class Imbalance Problem: A Wrapper-Based Approach using Under-Sampling with Ensemble Learning 类不平衡问题：基于包围器的方法，利用采样不足与集合学习

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-29 DOI: 10.1007/s10796-024-10533-7

Riyaz Sikora, Yoon Sang Lee

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Understanding Artificial Intelligence Diffusion through an AI Capability Maturity Model 通过人工智能能力成熟度模型了解人工智能的扩散

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-23 DOI: 10.1007/s10796-024-10528-4

Hans Fredrik Hansen, Elise Lillesund, Patrick Mikalef, Νajwa Altwaijry

{"title":"Understanding Artificial Intelligence Diffusion through an AI Capability Maturity Model","authors":"Hans Fredrik Hansen, Elise Lillesund, Patrick Mikalef, Νajwa Altwaijry","doi":"10.1007/s10796-024-10528-4","DOIUrl":"https://doi.org/10.1007/s10796-024-10528-4","url":null,"abstract":"The recent advancements in the field of Artificial Intelligence (AI) have sparked a renewed interest in how organizations can potentially leverage and gain value from these technologies. Despite the considerable hype around AI, recent reports indicate that a very small number of organizations have managed to successfully implement these technologies in their operations. While many early studies and consultancy-based reports point to factors that enable adoption, there is a growing understanding that adoption of AI is rather more of a process of maturity. Building on this more nuanced approach of adoption, this study focuses on the diffusion of AI through a maturity lens. To explore this process, we conducted a two-phased qualitative case study to explore how organizations diffuse AI in their operations. During the first phase, we conducted interviews with AI experts to gain insight into the process of diffusion as well as some of the key challenges faced by organizations. During the second phase, we collected data from three organizations that were at different stages of AI diffusion. Based on the synthesis of the results and a cross-case analysis, we developed a capability maturity model for AI diffusion (AICMM), which was then validated and tested. The results highlight that AI diffusion introduces some common challenges along the path of diffusion as well as some ways to mitigate them. From a research perspective, our results show that there are some core tasks associated with early AI diffusion that gradually evolve as the maturity of projects grows. For professionals, we present tools for identifying the current state of maturity and providing some practical guidelines on how to further implement AI technologies in their operations to generate business value.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"42 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142042704","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 Your Thing Won’t Behave: Security Governance in the Internet of Things 当你的东西不听话时：物联网的安全治理

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-22 DOI: 10.1007/s10796-024-10511-z

Martin Brennecke, Gilbert Fridgen, Jan Jöhnk, Sven Radszuwill, Johannes Sedlmeir

{"title":"When Your Thing Won’t Behave: Security Governance in the Internet of Things","authors":"Martin Brennecke, Gilbert Fridgen, Jan Jöhnk, Sven Radszuwill, Johannes Sedlmeir","doi":"10.1007/s10796-024-10511-z","DOIUrl":"https://doi.org/10.1007/s10796-024-10511-z","url":null,"abstract":"In the Internet of Things (IoT), interconnected smart things enable new products and services in cyber-physical systems. Yet, smart things not only inherit information technology (IT) security risks from their digital components, but they may also aggravate them through the use of technology platforms (TPs). In the context of the IoT, TPs describe a tangible (e.g., hardware) or intangible (e.g., software and standards) general-purpose technology that is shared between different models of smart things. While TPs are evolving rapidly owing to their functional and economic benefits, this is partly to the detriment of security, as several recent IoT security incidents demonstrate. We address this problem by formalizing the situation’s dynamics with an established risk quantification approach from platforms in the automotive industry, namely a Bernoulli mixture model. We outline and discuss the implications of relevant parameters for security risks of TP use in the IoT, i.e., correlation and heterogeneity, vulnerability probability and conformity costs, exploit probability and non-conformity costs, as well as TP connectivity. We argue that these parameters should be considered in IoT governance decisions and delineate prescriptive governance implications, identifying potential counter-measures at the individual, organizational, and regulatory levels.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"1 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142022250","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

Dynamic Capabilities for the Twin Transformation Climb: A Capability Maturity Model 双转型攀登的动态能力：能力成熟度模型

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-08 DOI: 10.1007/s10796-024-10520-y

Katharina Breiter, Carlotta Crome, Anna Maria Oberländer, Feline Schnaak

{"title":"Dynamic Capabilities for the Twin Transformation Climb: A Capability Maturity Model","authors":"Katharina Breiter, Carlotta Crome, Anna Maria Oberländer, Feline Schnaak","doi":"10.1007/s10796-024-10520-y","DOIUrl":"https://doi.org/10.1007/s10796-024-10520-y","url":null,"abstract":"Digital transformation and sustainability transformation are at the top of organizations’ agendas to remain competitive. While guidance on both transformations exists separately, even more research on integrating digital and sustainability transformation, namely twin transformation, is required. Specifically, deeper knowledge about relevant twin transformation capabilities and progress is needed for effective implementation. To enhance the understanding and provide corresponding guidance, we developed a twin transformation capability maturity model focusing on dynamic capabilities required to realize twin transformation based on a structured literature review and interviews with 13 experts. Further, we demonstrated its use with a technology service provider. Our contribution is twofold: First, accounting for organizations’ twin transformation starting points in terms of their digitalization and sustainability experience and expertise, we reveal three pathways to becoming a twin transformer. Second, our work provides an overview of 45 relevant twin transformation capabilities structured along six capability dimensions and four maturity stages. Our work also provides relevant practical implications supporting organizations in assessing their twin transformation maturity building the foundation for targeted capability development.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"56 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141904580","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 Does Performance-Based Monetary Incentive Influence Cyberloafing’s Effects on Task Performance? 基于绩效的金钱激励如何影响网络游离对任务绩效的影响？

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-08 DOI: 10.1007/s10796-024-10525-7

Jungwon Kuem, Yixin Zhang

{"title":"How Does Performance-Based Monetary Incentive Influence Cyberloafing’s Effects on Task Performance?","authors":"Jungwon Kuem, Yixin Zhang","doi":"10.1007/s10796-024-10525-7","DOIUrl":"https://doi.org/10.1007/s10796-024-10525-7","url":null,"abstract":"With the widespread use of computers and the internet in the workplace, computer use for personal reasons during work time, or cyberloafing, has become quite common. Without a clear understanding of the consequences of cyberloafing, practitioners cannot properly design an IT policy aimed at managing employees' cyberloafing. This study aims to develop and test a model of the relationship between cyberloafing and task performance. Specifically, we attempt to demonstrate how performance-based monetary incentives and time change the role of cyberloafing in task performance. Drawing on the theory of goal setting and the capacity theory of attention, we developed research hypotheses on how cyberloafing interacts with incentives and time to influence task performance. To test the hypotheses, we conducted five 2 × 2 experiments repeatedly on 189 subjects. The results of hierarchical linear modeling showed that although cyberloafing generally worsened task performance, this relationship varied with performance-based monetary incentives. Incentives significantly diminished the negative effect of cyberloafing on task performance. However, as our theory predicted, the moderating effect of incentives decreased over time. More specifically, we found that the two-way interaction between cyberloafing and incentives was in effect during earlier phases but gradually disappeared over time. This study contributes to IS research and practice by providing valuable insights into the role of cyberloafing in task performance and how this relationship changes over time with the option of performance-based monetary incentives.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"21 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141908966","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

Impact of Perceived Barriers of Electronic Health Information Exchange on Physician’s Use of EHR: A Normalisation Process Theory Approach 电子健康信息交换的认知障碍对医生使用电子健康记录的影响：规范化过程理论方法

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-07 DOI: 10.1007/s10796-024-10524-8

Avijit Sengupta, Anik Mukherjee, Debra VanderMeer

引用次数: 0

Impact of Inter and Intra Organizational Factors in Healthcare Digitalization: a Conditional Mediation Analysis 医疗数字化中组织间和组织内因素的影响：条件中介分析

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2024-08-07 DOI: 10.1007/s10796-024-10522-w

Prasanta Kumar Pattanaik, Shivam Gupta, Ashis K. Pani, Urmii Himanshu, Ilias O. Pappas

{"title":"Impact of Inter and Intra Organizational Factors in Healthcare Digitalization: a Conditional Mediation Analysis","authors":"Prasanta Kumar Pattanaik, Shivam Gupta, Ashis K. Pani, Urmii Himanshu, Ilias O. Pappas","doi":"10.1007/s10796-024-10522-w","DOIUrl":"https://doi.org/10.1007/s10796-024-10522-w","url":null,"abstract":"Digitalization of the healthcare industry is a major trend and focus worldwide. It has the capability to improve the quality of care, reduce costs, and increase accessibility. India’s Healthcare Vision 2030 serves as a driving force compelling healthcare organization in India to embrace digitalization in their operations and services. We surveyed Indian healthcare employees to provide a comprehensive understanding of how external factors impact an organization's internal resources towards successful adoption of healthcare digitalization. The integration of three theoretical perspectives Institutional Theory (IP), Resource-Based View (RBV), and Absorptive Capacity Theory (ACT)) enables a more holistic and intricacies view. Our results emphasize that healthcare digital transformation requires more than just investment and time. Neglecting to respond to external pressures can lead to limited outcomes in digitalization efforts. It necessitates the presence of an appropriate organizational culture, accompanied by strong belief and support from top management.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"21 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141899784","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