Information Systems Frontiers

Article	Citations
Special Issue on Bright Information and Communication Technologies in the 21st Century	479
Blockchain for SME Clusters: An Ideation using the Framework of Ostrom Commons Governance	309
Improving a Mirror-based Healthcare System for Real-time Estimation of Vital Parameters	265
Does Fake News in Different Languages Tell the Same Story? An Analysis of Multi-level Thematic and Emotional Characteristics of News about COVID-19	199
Data Analytics in Industry 4.0: A Survey	143
Social Capital and Artificial Intelligence Readiness: The Mediating Role of Cyber Resilience and Value Construction of SMEs in Resource-Constrained Environments	141
Understanding Users’ Voluntary Switching Behavior for User Interfaces of Intelligent Personal Assistant Devices	125
I Like My Anonymity: An Empirical Investigation of the Effect of Multidimensional Review Text and Role Anonymity on Helpfulness of Employer Reviews	125
Cognitive Impacts of Explainable AI in Cybersecurity Incident Response: Challenges and Propositions	123
Bringing Smart Home Technology to Peer-to-Peer Accommodation: Exploring the Drivers of Intention to Stay in Smart Accommodation	110
Diffusion of Innovations: Mobile Money Utility and Financial Inclusion in Nigeria. Insights from Agents and Unbanked Poor End Users	106
An Assessment of the Barriers Impacting Responsible Artificial Intelligence	103
Ethics and AI Issues: Old Container with New Wine?	101
Assessing Organizational Users’ Intentions and Behavior to AI Integrated CRM Systems: a Meta-UTAUT Approach	96
Effect of New Bundled Services on Doctors’ Online Social and Economic Returns: Evidence from an Online Health Community	91
Speeding Up Reachability Queries in Public Transport Networks Using Graph Partitioning	85
Reading Between the Lines: Detecting Corporate Financial Fraud Using Multi-dimensional Textual Features	75
Speeding up Explorative BPM with Lightweight IT: the Case of Machine Learning	74
Examining the Relationship between National Cybersecurity Commitment, Culture, and Digital Payment Usage: An Institutional Trust Theory Perspective	74
Factors Affecting Behavioural Intention to Use Generative Artificial Intelligence Tool: A Multigroup Analysis	74
A Fine-grained Classification Method for Cross-domain Policy Texts Based on Instruction Tuning	71
Leveraging Action Knowledge from Product Reviews to Enhance Human-Centered Recommender Systems: A Knowledge Graph-Based Framework	70
Editorial: Special Issue on “Bright ICT: Security, Privacy and Risk Issues”	70
An Empirical Study of Information Technology Capabilities to Enable Value Chain Activities and Interfaces	69
Throwing Good Money After Bad: Risk Mitigation Strategies in the P2P Lending Platforms	69

A Theory-based Deep-Learning Approach to Detecting Disinformation in Financial Social Media	66
Examining the Acceptance of Blockchain by Real Estate Buyers and Sellers	66
Exploring the Darkverse: A Multi-Perspective Analysis of the Negative Societal Impacts of the Metaverse	65
Organizational Learning from Cybersecurity Performance: Effects on Cybersecurity Investment Decisions	60
Social Entrepreneurial Marketing and Innovation in B2B Services: Building Resilience with Explainable Artificial Intelligence	57
Design and Implementation of an IIoT Driven Information System: A Case Study	56
A Grey Combined Prediction Model for Medical Treatment Risk Analysis during Pandemics	56
TGV: A Visualization Tool for Temporal Property Graph Databases	56
Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	54
Impacts of Industry 5.0 in Supply Chain Flow in Post COVID-19 Era: Moderating Role of Senior Leadership Support	52
How to Achieve Swift Resilience: the Role of Digital Innovation Enabled Mindfulness	51
Have a Nice Flight! Understanding the Interplay Between Topics and Emotions in Reviews of Luxury Airlines in the Pre- and Post-Covid-19 Periods	49
Advances on Data Management and Information Systems	49
Introducing the Special Topic on “Mitigating Cyber Threats and Defense in Data Intensive Smart Cities”	48
The Application of the Principles of Responsible AI on Social Media Marketing for Digital Health	48
Importance of IT and Role Identities in Information Systems Infusion	48
Correction to: Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	47
Maximal Mixed-Drove Co-occurrence Patterns	46
Comparison of Semantic Similarity Models on Constrained Scenarios	46
Barking Up the Wrong Tree? Reconsidering Policy Compliance as a Dependent Variable Within Behavioral Cybersecurity Research	45
Are Online Mobile Gamers Really Happy? On the Suppressor Role of Online Game Addiction	42
Future Industry Internet of Things with Zero-trust Security	41
Identity and Status: When Counterspeech Increases Hate Speech Reporting and Why	39
Design Principles for User Interfaces in AI-Based Decision Support Systems: The Case of Explainable Hate Speech Detection	38
Organizational Learning for Intelligence Amplification Adoption: Lessons from a Clinical Decision Support System Adoption Project	37
An Empirical Investigation on Business Analytics in Software and Systems Development Projects	37
Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare	37
Continuance Intention of Mobile Payment: TTF Model with Trust in an African Context	37
Correction to: An Ostensive Information Architecture to Enhance Semantic Interoperability for Healthcare Information Systems	36
Investigating Relevant Data in Automotive Procurement Departments: External Shocks as Transparency Creator for Data Deficits in Decision-Making	35
Secure Knowledge Management and Cybersecurity in the Era of Artificial Intelligence	34
Deep Reinforcement Learning-Based Robot Exploration for Constructing Map of Unknown Environment	34
Domain Adaptation for Fear of Heights Classification in a VR Environment Based on EEG and ECG	34
Does Industry 5.0 Reproduce Gender (In)equalities at Organisations? Understanding the Interaction of Human Resources and Software Development Teams in Supplying Human Capitals	33
5G Native Network Function for False Base Station Detection Using Machine Learning Technique	33
Exploring the Role of Organizational Mindfulness on Cloud Computing and Firm Performance: The Case of Kenyan Organizations	32
A Taxonomy of Home Automation: Expert Perspectives on the Future of Smarter Homes	32
Cyber-risk Management Framework for Online Gaming Firms: an Artificial Neural Network Approach	32
The Crystal Ball of User-Generated Content: Indication of P2P Lending Platform Failure	31
Correction to: Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non‑Heritage Tourism Sites	30
Enhancing the Reliability of Cloud Data through Identifying Data Inconsistency between Cloud Systems	30
Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research	29
Work Systems in the Indian Information Technology (IT) Industry Delivering Artificial Intelligence (AI) Solutions and the Challenges of Work from Home	29
Analytic Processing in Data Lakes: A Semantic Query-Driven Discovery Approach	29
The Next ‘Deep’ Thing in X to Z Marketing: An Artificial Intelligence-Driven Approach	28
Big Data Analytics Adoption in Manufacturing Companies: The Contingent Role of Data-Driven Culture	28
Why do few Organizations Succeed while Others Fail? Impact of Organizational Capabilities and Barriers on Digital Government Transformation	28
Impact of Inter and Intra Organizational Factors in Healthcare Digitalization: a Conditional Mediation Analysis	28
Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework	27
Multiple Treatment Modeling for Target Marketing Campaigns: A Large-Scale Benchmark Study	27

The Collaborative Interaction with Pokémon-Go Robot uses Augmented Reality technology for Increasing the Intentions of Patronizing Hospitality	27
Correction to: Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	26
Understanding Online Music Piracy Behavior via Private Communication Channels	26
Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	26
User Privacy, Surveillance and Public Health during COVID-19 – An Examination of Twitterverse	25
Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non-Heritage Tourism Sites	24
IoT-Based Information System on Cold-Chain Logistics Service Quality (ICCLSQ) Management in Logistics 4.0	24
Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce	24
Usage Intention of Social Robots for Domestic Purpose: From Security, Privacy, and Legal Perspectives	24
Organizational Structure for the IT Department: Profit Center or Cost Center?	24
IoT and Blockchain Based Framework for Logistics in Food Supply Chains	23
Co-Shaping an Ecosystem for Responsible AI: Five Types of Expectation Work in Response to a Technological Frame	23
A Mining Town in a Digital Land: Browser-Based Cryptocurrency Mining as an Alternative to Online Advertising	23
Understanding Human-AI Augmentation in the Workplace: A Review and a Future Research Agenda	22
What Do Employers Look for in “Business Analytics” Roles? – A Skill Mining Analysis	22
When to Target Customers for Helpful Reviews: The Evolution of Consumers’ Product Evaluations with Product Exposure	21
Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Media	21
The Concept of Agency in the Era of Artificial Intelligence: Dimensions and Degrees	21
Is Cybersecurity a Social Responsibility?	20
The Impact of Revenue Models on Anti-Counterfeiting Measures for Online Intermediaries	20
An AI-based Decision Support System for Predicting Mental Health Disorders	20
A Meta-Analysis of Online Impulsive Buying and the Moderating Effect of Economic Development Level	20
Exploring Pure 4G Diffusion in India and its Connect with Human Development and Urbanization	19
Supervised Machine Learning for Matchmaking in Digital Business Ecosystems and Platforms	18
Security among UPFs belonging to Different 5G/B5G/6G Networks	18
Classifying DSS Research – A Theoretical Framework	18
Enablers and Inhibitors of AI-Powered Voice Assistants: A Dual-Factor Approach by Integrating the Status Quo Bias and Technology Acceptance Model	17
The Role of Mobile Money Innovations in the Effect of Inequality on Poverty and Severity of Poverty in Sub-Saharan Africa	17
iGen User (over) Attachment to Social Media: Reframing the Policy Intervention Conversation	17
Between Handholding and Hand-held Devices: Marketing Through Smartphone Innovation and Women’s Entrepreneurship in Post Conflict Economies in Times of Crisis	16
Tabloids, Fake News, and the Overton Window: The COP Model on News Consumption in Uncertain Times	16
Can you be Mindful? The Effectiveness of Mindfulness-Driven Interventions in Enhancing the Digital Resilience to Fake News on COVID-19	16
Key Factors in Achieving Service Level Agreements (SLA) for Information Technology (IT) Incident Resolution	16
Sustainable Development Through Technological Innovations and Data Analytics	16
Managing Industrial Innovation Communications on Social Media Platforms for Effective User Engagement	16
Why Doctors Participate in Teams of Online Health Communities? A Social Identity and Brand Resource Perspective	16
Emerging Enabling Technologies for Industry 4.0 and Beyond	15
Blazing the Trail: Considering Browsing Path Dependence in Online Service Response Strategy	15
Augmented Reality to Assist in the Diagnosis of Temporomandibular Joint Alterations	15
Does Culture Affect Post-Adoption Privacy Concerns of Mobile Cloud Computing App Users? Insights from the US, the UK, and India	15
Charting the Evolution and Future of Conversational Agents: A Research Agenda Along Five Waves and New Frontiers	15
How Does the Color Palette Affect the Pricing of Abstract Paintings?	15
Fraud Detection in Mobile Payment Systems using an XGBoost-based Framework	15
What Affects User Experience of Shared Mobility Services? Insights from Integrating Signaling Theory and Value Framework	14
Does Social Capital Arise from Enterprise or Public Social Media Use? A Model of Social Media Antecedents and Consequences	14
Tapping vs. Scrolling: Effects of Different Content Acquisition Modes on Content Consumption	14
Unraveling the Privacy Paradox: a Comprehensive Review of Factors Behind the Discrepancy in Online Concerns and Disclosure Behavior	13
Responsible Artificial Intelligence (AI) for Digital Health and Medical Analytics	13
Highlighting the Importance of Intentional Aspects in Data Narrative Crafting Processes	13
Blockchain Empowered Metaverse: Enhancing User Engagement through Trust, Collaboration, Authenticity, And Governance	13
Application and Adoption of Emerging Technologies: From AI to Metaverse	13
Enhancing ERP Responsiveness Through Big Data Technologies: An Empirical Investigation	13
Understanding the Design Elements Affecting User Acceptance of Intelligent Agents: Past, Present and Future	13
Unlocking the Potential of Smart Technologies: Addressing Adoption Challenges	13
Cost-based Optimization of Multistore Query Plans	13
Sustainable Development and Corporate Profitability: Data Mining Approach	13
The Mediating Role of Absorptive Capability Between the Effect of Organizational Internalization Through Social Media on Open Inbound Innovation	12
Understanding the Drivers of Industry 4.0 Technologies to Enhance Supply Chain Sustainability: Insights from the Agri-Food Industry	12
Detecting Cybersecurity Threats: The Role of the Recency and Risk Compensating Effects	11
Reimagining Higher Education: Navigating the Challenges of Generative AI Adoption	11
Insights into Bitcoin and Decentralized Finance: Unpacking the Narratives of ‘Techno-Enthusiasts’ and ‘Techno-Critics’	11
Exploring Digital Responsibility Enactment: An Evaluation of the Social Implications of Digitally Responsive Employee Advocacy Platform	11
Different IT Projects, but the same Conflicts. Action Research During IT Deployment	10
Business Analytics Adoption and Technological Intensity: An Efficiency Analysis	10
Mining Patient-Generated Content for Medication Relations and Transition Network to Predict the Rankings and Volumes of Different Medications	10
Development and Usability Testing of Virtual Reality (VR)-Based Reminiscence Therapy for People with Dementia	10
Leveraging Digital Technologies in Logistics 4.0: Insights on Affordances from Intralogistics Processes	10
An Empirical Examination of Organizational Commitment Across Psychological Contract Matching Patterns in Information Technology Outsourcing (ITO)	10
The Effects of Intimacy and Proactivity on Trust in Human-Humanoid Robot Interaction	10
Toward the Understanding of the Appropriation of Compliance Support System in Organizations	10
A Task-Technology-Identity Fit Model of Smartwatch Utilisation and User Satisfaction: A Hybrid SEM-Neural Network Approach	10
A Multi-Criteria Decision-Making Framework to Evaluate the Impact of Industry 5.0 Technologies: Case Study, Lessons Learned, Challenges and Future Directions	10
Digital Technologies and Supply Chain Resilience: A Resource-Action-Performance Perspective	10
Responsible Digital: Co-Creating Safe, Wise and Secure Digital Interventions with Vulnerable Groups	10
Correction to: Fighting Fire with Fire: Combating Criminal Abuse of Cryptocurrency with a P2P Mindset	9
The Sharing of Disaster-Related Information on Social Media	9
Fake news on Social Media: the Impact on Society	9
Multidimensional Author Profiling for Social Business Intelligence	9
Technological Innovation, Sustainable Green Practices and SMEs Sustainable Performance in Times of Crisis (COVID-19 pandemic)	9
Toward AI Governance: Identifying Best Practices and Potential Barriers and Outcomes	9

Rumor Classification through a Multimodal Fusion Framework and Ensemble Learning	9
Factors Affecting Big Data Analytics Adoption in Small and Medium Enterprises	9
A Fully Privacy-Preserving Solution for Anomaly Detection in IoT using Federated Learning and Homomorphic Encryption	9
Consumers’ Willingness to Use Mobile Payments in Micro Business Transactions: Differences in Demographic Factors	9
Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications	8
Look Before you Leap! The Impact of Trust, Uncertainty, and Topics of Reviews on Search and Sales of Cars	8
Integrating the IT Use Literature: Construct Validity and a Holistic Nomological Framework	8
Banking the Unbanked: Conceptualizing Success of the Business Correspondent Model	8
Digital Strategies for Engendering Resilient, Adaptive, and Entrepreneurial Agility: A Configurational Perspective	8
Sustainability with Limited Data: A Novel Predictive Analytics Approach for Forecasting CO2 Emissions	7
Information Privacy Behaviors during the COVID-19 Pandemic: Focusing on the Restaurant Context	7
Implementing Vertical Integration in the Industry 4.0 Journey: Which Factors Influence the Process of Information Systems Adoption?	7
Facilitators and Barriers of Artificial Intelligence Adoption in Business – Insights from Opinions Using Big Data Analytics	7
Designing Personality-Adaptive Conversational Agents for Mental Health Care	7
Computing Approximate Global Symmetry of Complex Networks with Application to Brain Lateral Symmetry	7
Source Credibility Theory: SME Hospitality Sector Blog Posting During the Covid-19 Pandemic	7
To Subsidize Or Not to Subsidize: A Comparison of Market Scoring Rules and Continuous Double Auctions for Price Discovery	7
Achieving Food Supply Chain Resilience During Natural Disasters Through Industry 5.0 Enablers—Empirical Insights Based on an FsQCA Approach	7
Addressing Knowledge Gaps in ITSM Practice with “Learning Digital Commons”: A Case Study	7
A Responsible AI Framework for Mitigating the Ramifications of the Organ Donation Crisis	7
How Do Users Feel When They Use Artificial Intelligence for Decision Making? A Framework for Assessing Users’ Perception	7
Being Responsible in Cybersecurity: A Multi-Layered Perspective	7
Remote Working and Task Innovativeness – an Integrated Resource Based View and Antecedent-Behaviour-Consequence Perspective	6
The Engagement of Complementors and the Role of Platform Boundary Resources in e-Commerce Platform Ecosystems	6
Hyperledger Fabric-Powered Network Slicing Handover Authentication	6
Modelling forest fire dynamics using conditional variational autoencoders	6
Corporate Users’ Attachment to Social Networking Sites: Examining the Role of Social Capital and Perceived Benefits	6
Online Users’ Identity Theft and Coping Strategies, Attribution and Sense of Urgency: A Non-Linear Quadratic Effect Assessment	6
Using Multi-Factor Authentication for Online Account Security: Examining the Influence of Anticipated Regret	6
Fighting Fire with Fire: Combating Criminal Abuse of Cryptocurrency with a P2P Mindset	6
Antecedents to the Adoption of Mobile Payment in China and Italy: an Integration of UTAUT2 and Innovation Resistance Theory	6
Identifying Structural Holes for Sentiment Classification	6
Digital Platform Continuance During the Great Resignation: Evidence from Knowledge Workers in Europe and Africa	6
ICT-Based Country-Level Determinants of Social Media Diffusion	6
Understanding Artificial Intelligence Diffusion through an AI Capability Maturity Model	6
Knowledge Sharing in an Insurance Collaborative Supply Chains Network: A Social Network Perspective	6
Features Selection for Credit Risk Prediction Problem	6
Multi-level Team Assignment in Social Business Processes: An Algorithm and Simulation Study	6
Value of Original and Generated Ultrasound Data Towards Training Robust Classifiers for Breast Cancer Identification	6
Role of Risks in the Development of Responsible Artificial Intelligence in the Digital Healthcare Domain	6
A Framework of Environmental, Personal, and Behavioral Factors of Adult Learning in Online Communities of Practice	5
Enacting Responsible AI: A Configurational Analysis of AI Principles in Practice	5
Comparing and Improving Active Learning Uncertainty Measures for Transformer Models by Discarding Outliers	5
Designing and Managing Human-AI Interactions	5
Monitoring Framework for the Performance Evaluation of an IoT Platform with Elasticsearch and Apache Kafka	5
Unfreezing the Freelancers: Investigating the Strategy of Digital Platform-Based Instant Messaging Communication in Increasing Freelancers’ Response in Gig Economy	5
From Groups to Communities: A Resource Mobilization Theory Perspective on the Emergence of Communities	5
Voice Assistant vs. Chatbot – Examining the Fit Between Conversational Agents’ Interaction Modalities and Information Search Tasks	5
Digital Resilience Through Training Protocols: Learning To Identify Fake News On Social Media	5
A Confirmation Bias View on Social Media Induced Polarisation During Covid-19	5
A Network Analysis of Mobile App Top Chart Appearance and Survival	5
Trust-Augmented Deep Reinforcement Learning for Federated Learning Client Selection	5
Impact of Game Design Elements on Actual Usage vs Future Use Intentions of Mobile Payment App Users: A Motivation Based Approach	5
Adoption of Blockchain E-Voting Service: Digital Literacy as a Mediating Mechanism	5
The Impact of Cultural Dimensions and Quality of Life on Smartphone Addiction and Employee Performance: The Moderating Role of Quality of Life	5
Combating Fake News Using Implementation Intentions	5
Ontology-Based Approach for the Measurement of Privacy Disclosure	5
Relationship Quality in Customer-service Robot Interactions in Industry 5.0: An Analysis of Value Recipes	5
Service Re-Selection for Disruptive Events in Mobile Environments: A Heuristic Technique for Decision Support at Runtime	5
Mining Data Wrangling Workflows for Design Patterns Discovery and Specification	5
Machine Learning-Based Cooperative Clustering for Detecting and Mitigating Jamming Attacks in beyond 5G Networks	5
The Co-construct/ Co-evolving Process between Organization’s Absorptive Capacity and Enterprise System Practice under Changing Context: The Case of ERP Practice	4
Cloud, IoT and Data Science	4
Unraveling Prosumption Behavior for Online Reviews during Environmental Uncertainty: A Stimulus-Response Perspective	4
Digital Sustainability for Energy-Efficient Behaviours: A User Representation and Touchpoint Model	4
Correction to: Reskilling and Upskilling the Future‑ready Workforce for Industry 4.0 and Beyond	4
What Happens in Face During a Facial Expression? Using Data Mining Techniques to Analyze Facial Expression Motion Vectors	4
Analysis of the Cryptographic Algorithms in IoT Communications	4
Beyond Borders: Evaluating the Impact of Health Information Exchange on Resource Utilization in the United Arab Emirates – A Longitudinal Study	4
Management of National eID Infrastructure as a State-Critical Asset and Public-private Partnership: Learning from the Case of Estonia	4
Towards Industry 5.0 Challenges for The Textile and Apparel Supply Chain for The Smart, Sustainable, and Collaborative Industry in Emerging Economies	4
Emotional and Informational Dynamics in Question-Response Pairs in Online Health Communities: A Multimodal Deep Learning Approach	4
The impact of information privacy concerns on information systems use behaviors in non-volitional surveillance contexts: A moderated mediation approach	4
AI in the Organizational Nexus: Building Trust, Cementing Commitment, and Evolving Psychological Contracts	4
Assessing the Implementation of AI Integrated CRM System for B2C Relationship Management: Integrating Contingency Theory and Dynamic Capability View Theory	4
Artificial Intelligence Capability and Firm Performance: A Sustainable Development Perspective by the Mediating Role of Data-Driven Culture	4
How to Maximize Clicks for Display Advertisement in Digital Marketing? A Reinforcement Learning Approach	4
Smart Tourism Technologies’ Ambidexterity: Balancing Tourist’s Worries and Novelty Seeking for Travel Satisfaction	4
Correction to: Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce	4
Is #SDG13 Trending Online? Insights from Climate Change Discussions on Twitter	4
Adopting Learning Analytics to Inform Postgraduate Curriculum Design: Recommendations and Research Agenda	4
Making It Possible for the Auditing of AI: A Systematic Review of AI Audits and AI Auditability	4
Exploiting Shared Sub-Expression and Materialized View Reuse for Multi-Query Optimization	4
The Emerging Liquid IT Workforce: Theorizing Their Personal Competitive Advantage	4
A Deep Learning based Scalable and Adaptive Feature Extraction Framework for Medical Images	4