Information Systems Frontiers最新文献

eXtended Reality and Artificial Intelligence in Medicine and Rehabilitation

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-01-29 DOI: 10.1007/s10796-025-10580-8

Tomas Krilavičius, Lucio Tommaso De Paolis, Valerio De Luca, Josef Spjut

{"title":"eXtended Reality and Artificial Intelligence in Medicine and Rehabilitation","authors":"Tomas Krilavičius, Lucio Tommaso De Paolis, Valerio De Luca, Josef Spjut","doi":"10.1007/s10796-025-10580-8","DOIUrl":"https://doi.org/10.1007/s10796-025-10580-8","url":null,"abstract":"This special issue focuses on the application of eXtended Reality (XR) technologies—comprising Virtual Reality (VR), Augmented Reality (AR), and Mixed Reality (MR)—and Artificial Intelligence (AI) in the fields of medicine and rehabilitation. AR provides support in minimally invasive surgery, where it visualises internal anatomical structures on the patient’s body and provides real-time feedback to improve accuracy, keep the surgeon’s attention and reduce the risk of errors. Furthermore, XR technologies can be used to develop applications for pre-operative planning or for training surgeons through serious games. AI finds applications both in medical image processing, for the recognition of anatomical structures and the reconstruction of 3D models, and in the analysis of biological data for patient monitoring and disease diagnosis. In rehabilitation, XR and AI can enable personalised therapy plans, increase patient engagement through immersive environments and provide real-time feedback to improve recovery outcomes. The papers in this special issue deal with rehabilitation through serious games, AI-enhanced XR applications for healthcare, digital twins and the analysis of bio/neuro-adaptive signals.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"24 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143055113","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 the Color Palette Affect the Pricing of Abstract Paintings?

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-01-29 DOI: 10.1007/s10796-024-10558-y

Maksim Borisov, Valeria Kolycheva, Alexander Semenov, Dmitry Grigoriev

引用次数: 0

Social Entrepreneurial Marketing and Innovation in B2B Services: Building Resilience with Explainable Artificial Intelligence

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-01-25 DOI: 10.1007/s10796-025-10583-5

Femi Olan, Thanos Papadopoulos, Konstantina Spanaki, Uchitha Jayawickrama

{"title":"Social Entrepreneurial Marketing and Innovation in B2B Services: Building Resilience with Explainable Artificial Intelligence","authors":"Femi Olan, Thanos Papadopoulos, Konstantina Spanaki, Uchitha Jayawickrama","doi":"10.1007/s10796-025-10583-5","DOIUrl":"https://doi.org/10.1007/s10796-025-10583-5","url":null,"abstract":"Explainable artificial intelligence (XAI) and other digital technologies are altering the nature of social entrepreneurship, marketing, and other service activities. The structures and strategies of entrepreneurs undergo radical change as a result of the impact of XAI on marketing and innovation. Despite the increased interest in business to business (B2B) literature, there are limitations on how and what circumstances the activities of B2B marketing on social entrepreneurship. Therefore, this study outlines how XAI will impact B2B services by building resilience during and after crisis events such as the COVID-19 pandemic. To develop an in-depth understanding on the theories of social entrepreneurship, B2B marketing, and emerging technologies, this study set apart and conceptualize relevant factors and linkages. The result shows that based on a survey of 295 samples of B2B services entrepreneurial businesses, XAI enhances the establishment of a sustainable resilience for B2B marketing activities and contribute to building social entrepreneurial strategies for B2B marketing innovation.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"8 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143035163","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

Is Cybersecurity a Social Responsibility? 网络安全是一种社会责任吗？

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-01-15 DOI: 10.1007/s10796-024-10565-z

Waqas Nawaz Khan, Jae Kyu Lee, Shan Liu

{"title":"Is Cybersecurity a Social Responsibility?","authors":"Waqas Nawaz Khan, Jae Kyu Lee, Shan Liu","doi":"10.1007/s10796-024-10565-z","DOIUrl":"https://doi.org/10.1007/s10796-024-10565-z","url":null,"abstract":"Cybersecurity incidents damage not only the organizations attacked, but also society in general, harming customers and stakeholders. Through the text mining of the incident database, we observed that the impact of cybersecurity incident trends became more outward-oriented causing increased risks associated with social responsibility. Thus, this study aims to validate the potential effect of cybersecurity incidents on social responsibility risks and stock price drops. To derive meaningful factors from the description of incidents, we mined the texts to extract the features of the severity of incidents and their direction of impact whether inward or outward. The severity score is derived from sentiment analysis and the impact direction by topic modeling and machine learning models including SVM, LSTM, and BERT. The effects of these incident features are studied through regression models with social responsibility risk and stock price drops as dependent variables. To conduct this study, we collected incident texts from the Privacy Rights Clearinghouse database, and social responsibility risk indices from the Privacy and Data Security index and Cyber Risk Rating scores. The subsequent short-term stock price drops are measured by Cumulative Abnormal Returns and their variations. Our analysis revealed a profound impact of cybersecurity incidents on social responsibility risk indices and stock price drops with the moderating effect of outward impact in both models. However, we recognize the incompatibility between an annual index of social responsibility risk and short-term stock price drops. Therefore, we propose a short-term social responsibility risk index for cybersecurity which can be derived from the disclosed incidents. All these scenarios support the premise that cybersecurity incidents significantly impact the social responsibility risk and may lead to potential stock price drops.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"4 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142981809","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

Intelligent Network Element: A Programmable Switch Based on Machine Learning to Defend Against DDoS Attacks 智能网络元素：基于机器学习的可编程交换机，抵御 DDoS 攻击

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-01-14 DOI: 10.1007/s10796-024-10577-9

Jingfu Yan, Huachun Zhou, Weilin Wang

{"title":"Intelligent Network Element: A Programmable Switch Based on Machine Learning to Defend Against DDoS Attacks","authors":"Jingfu Yan, Huachun Zhou, Weilin Wang","doi":"10.1007/s10796-024-10577-9","DOIUrl":"https://doi.org/10.1007/s10796-024-10577-9","url":null,"abstract":"The proposed native intelligent network by 6G networks has provided a boost to network security capabilities. Unlike intelligent networks built by intelligent network elements, plug-in AI applications require transmission bandwidth for traffic analysis and consume computation and storage resources of security devices. This cannot meet the real-time requirements for detecting and processing DDoS attacks. This paper proposes the intelligent network element that combines programmable switch technology and AI algorithms. The intelligent network element is used to build a distributed intelligent network defense system that analyzes the packet header information of the traffic to classify the packets, thus realizing network intelligence at the network layer. We analyzes a total of 14 types of DDoS attack traffic categorized into application layer DDoS, low-rate DDoS, and DRDoS. The machine learning model is used to sink to the network layer.In conclusion, the performance of the k-means, random forest, and decision tree algorithms is evaluated by comparing the performance of single-point and multi-point deployment scenarios on intelligent network elements in multiple dimensions. The results demonstrate that the multi-point intelligent network element system can reduce the packet loss rate by approximately 10% when the client transmits packets at a rate of 1000 pkts/s, while exhibiting a slight increase in resource consumption. This enables the intelligent network element detection accuracy to reach 98.03%.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"75 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142974698","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

Can Gamification Foster Trust-Building in Human-Robot Collaboration? An Experiment in Virtual Reality 游戏化能促进人机协作中的信任建立吗？虚拟现实实验

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-01-13 DOI: 10.1007/s10796-024-10573-z

Marc Riar, Mareike Weber, Jens Ebert, Benedikt Morschheuser

{"title":"Can Gamification Foster Trust-Building in Human-Robot Collaboration? An Experiment in Virtual Reality","authors":"Marc Riar, Mareike Weber, Jens Ebert, Benedikt Morschheuser","doi":"10.1007/s10796-024-10573-z","DOIUrl":"https://doi.org/10.1007/s10796-024-10573-z","url":null,"abstract":"With the increasing deployment of robots to support humans in various activities, a crucial factor that has surfaced as a precondition for successful human-robot interaction (HRI) is the human’s level of trust in the robotic companion. A phenomenon that has recently shifted into the foreground for its potential to influence cognitive and affective dimensions in humans is gamification. However, there is a dearth of knowledge whether and how gamification can be employed to effectively cultivate trust in HRI. The present study investigates and compares the effects of three design interventions (i.e., non-gamified vs. gameful design vs. playful design) on cognitive and affective trust between humans and an autonomous mobile collaborative robot (cobot) in a virtual reality (VR) training experiment. The results reveal that affective trust and specific trust antecedents (i.e., a robot’s likability and perceived intelligence) are most significantly developed via playful design, revealing the importance of incorporating playful elements into a robot’s appearance, demeanor, and interaction to establish an emotional connection and trust in HRI.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"50 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142968277","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 Development Through Technological Innovations and Data Analytics 通过技术创新和数据分析实现可持续发展

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-01-10 DOI: 10.1007/s10796-024-10570-2

Antoine Harfouche, Mohammad I. Merhi, Abdullah Albizri, Denis Dennehy, Jason Bennett Thatcher

引用次数: 0

Examination of Polarization in Social Media in Aggressor-Oriented and Victim-Oriented Discourse Following Vigilantism 社会媒体在“自卫主义”之后的攻击导向与受害者导向话语中的两极分化

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-01-09 DOI: 10.1007/s10796-024-10578-8

Shalini Kapali Kurumathur, Paras Bhatt, Rohit Valecha, Govind Hariharan, H. Raghav Rao

{"title":"Examination of Polarization in Social Media in Aggressor-Oriented and Victim-Oriented Discourse Following Vigilantism","authors":"Shalini Kapali Kurumathur, Paras Bhatt, Rohit Valecha, Govind Hariharan, H. Raghav Rao","doi":"10.1007/s10796-024-10578-8","DOIUrl":"https://doi.org/10.1007/s10796-024-10578-8","url":null,"abstract":"In the year 2020, two real-world vigilantism incidents invited nationwide discourses on social media: the fatal shooting of two men by Kyle Rittenhouse (an aggressor) and the murder of Ahmaud Arbery (a victim). The public engaged vigorously in social media discussions of approval or disapproval of the aggressor or victim in such vigilantism incidents. While diversity of opinions is a healthy driver of advancement, extreme polarization can be a powerful barrier to achieving societal progress and human flourishing. In this paper, we first examine public opinion regarding these vigilantism incidents. We identify various issues expressed in social media conversations and find that compared to victim-oriented discourse, aggressor-oriented discourse on vigilantism displays more opinion polarization. The discourses show that aggressor-oriented vigilantism discussions largely support vigilantism, self-defense, and the right to bear arms. On the other hand, victim-oriented discourses largely disapprove of vigilantism incidents. We also find that positive emotions in discourses are more polarized compared to negative emotions. Our work has practical implications concerning polarization on social media after devastating events.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"5 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142937243","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

Exploring Pure 4G Diffusion in India and its Connect with Human Development and Urbanization 探索印度4G的纯粹扩散及其与人类发展和城市化的联系

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-01-08 DOI: 10.1007/s10796-024-10569-9

Ashutosh Jha, Debashis Saha

{"title":"Exploring Pure 4G Diffusion in India and its Connect with Human Development and Urbanization","authors":"Ashutosh Jha, Debashis Saha","doi":"10.1007/s10796-024-10569-9","DOIUrl":"https://doi.org/10.1007/s10796-024-10569-9","url":null,"abstract":"Although many countries have already forayed into 5G deployment, 4G still comprises the largest share of mobile subscribers, especially in emerging economies such as India. In this paper, we quantitatively assess the diffusion characteristics of ‘pure’ 4G mobile communication in India using popular nonlinear diffusion models, and scrutinize the association of two external factors, namely Human Development and Urbanization, with formal and informal communication channels of diffusion, in the context of 4G. Our findings highlight the crucial role external factors play in the speed and pattern of 4G diffusion across India. Notably, the 4G diffusion is predominantly driven by informal communication channels, such as word of mouth and interpersonal signalling. Typically, in regions with lower levels of Human Development and Urbanization, the informal communication channels have a greater influence on the diffusion. However, as the levels of Human Development and Urbanization go up, the formal communication channels start gathering momentum. Thus, our preliminary study sheds light on how Human Development and Urbanization interact with formal and informal communication channels to shape the diffusion of 4G in emerging economies. Our findings could furnish valuable perspectives for policymakers and stakeholders toward refining their strategies concerning infrastructure deployment, socio-economic development, and regulatory interventions.","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"2017 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142935942","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 Development and Corporate Profitability: Data Mining Approach 可持续发展与企业盈利能力：数据挖掘方法

IF 5.9 3区管理学

Information Systems Frontiers Pub Date : 2025-01-08 DOI: 10.1007/s10796-024-10576-w

Homeyra Khatami, Neda Abdolvand, Saeid Homayoun, Saeedeh Rajaei Harandi

引用次数: 0