Information Systems Frontiers

Article	Citations
Factors Affecting Big Data Analytics Adoption in Small and Medium Enterprises	384
Digital Sustainability for Energy-Efficient Behaviours: A User Representation and Touchpoint Model	223
DyPolDroid: Protecting Against Permission-Abuse Attacks in Android	198
Cloud, IoT and Data Science	176
A Fully Privacy-Preserving Solution for Anomaly Detection in IoT using Federated Learning and Homomorphic Encryption	134
Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non-Heritage Tourism Sites	120
Visual Analytics: Transferring, Translating and Transforming Knowledge from Analytics Experts to Non-technical Domain Experts in Multidisciplinary Teams	117
What Happens in Face During a Facial Expression? Using Data Mining Techniques to Analyze Facial Expression Motion Vectors	103
Assessing Organizational Users’ Intentions and Behavior to AI Integrated CRM Systems: a Meta-UTAUT Approach	100
Understanding Users’ Voluntary Switching Behavior for User Interfaces of Intelligent Personal Assistant Devices	94
Is #SDG13 Trending Online? Insights from Climate Change Discussions on Twitter	89
Can Gamification Foster Trust-Building in Human-Robot Collaboration? An Experiment in Virtual Reality	88
Intelligent Network Element: A Programmable Switch Based on Machine Learning to Defend Against DDoS Attacks	88
Virtual Experiences, Real Memories? A Study on Information Recall and Recognition in the Metaverse	86
Ethics and AI Issues: Old Container with New Wine?	81
Special Issue on Bright Information and Communication Technologies in the 21st Century	79
On the Interplay of Data and Cognitive Bias in Crisis Information Management	78
Adopting Learning Analytics to Inform Postgraduate Curriculum Design: Recommendations and Research Agenda	73
A Bilingual Comparison of Sentiment and Topics for a Product Event on Twitter	71
Investigating the Market Success of Software-as-a-Service Providers: the Multivariate Latent Growth Curve Model Approach	70
The Co-construct/ Co-evolving Process between Organization’s Absorptive Capacity and Enterprise System Practice under Changing Context: The Case of ERP Practice	68
Why Organizations Fail in Implementing Enterprise Architecture Initiatives?	66
Bringing Smart Home Technology to Peer-to-Peer Accommodation: Exploring the Drivers of Intention to Stay in Smart Accommodation	63
Consumers’ Financial Distress: Prediction and Prescription Using Interpretable Machine Learning	61
Online Black-Markets: An Investigation of a Digital Infrastructure in the Dark	61

Multidimensional Author Profiling for Social Business Intelligence	59
Exploring Latent Characteristics of Fake Reviews and Their Intermediary Role in Persuading Buying Decisions	58
Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce	58
Rumor Classification through a Multimodal Fusion Framework and Ensemble Learning	58
Usage Intention of Social Robots for Domestic Purpose: From Security, Privacy, and Legal Perspectives	56
User Privacy, Surveillance and Public Health during COVID-19 – An Examination of Twitterverse	54
IoT-Based Information System on Cold-Chain Logistics Service Quality (ICCLSQ) Management in Logistics 4.0	54
Towards Industry 5.0 Challenges for The Textile and Apparel Supply Chain for The Smart, Sustainable, and Collaborative Industry in Emerging Economies	53
Comparing Machine Learning and Deep Learning Techniques for Text Analytics: Detecting the Severity of Hate Comments Online	53
I Like My Anonymity: An Empirical Investigation of the Effect of Multidimensional Review Text and Role Anonymity on Helpfulness of Employer Reviews	51
Machine Learning Algorithms for Pricing End-of-Life Remanufactured Laptops	51
A Mixed-Integer Formulation for the Simultaneous Input Selection and Outlier Filtering in Soft Sensor Training	51
CSR marketing through social media and contextual effects on stakeholder engagement: a multinational cross-industry analysis	50
An Information Security Performance Measurement Tool for Senior Managers: Balanced Scorecard Integration for Security Governance and Control Frameworks	50
Does Fake News in Different Languages Tell the Same Story? An Analysis of Multi-level Thematic and Emotional Characteristics of News about COVID-19	49
Qualitative Insights into Organizational Value Creation: Decoding Characteristics of Metaverse Platforms	49
Mining Patient-Generated Content for Medication Relations and Transition Network to Predict the Rankings and Volumes of Different Medications	48
Digital Resilience in Dealing with Misinformation on Social Media during COVID-19	48
Visualizing Convolutional Neural Network Models’ Sensitivity to Nonnatural Data Order	47
Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	47
AI in the Organizational Nexus: Building Trust, Cementing Commitment, and Evolving Psychological Contracts	46
Making It Possible for the Auditing of AI: A Systematic Review of AI Audits and AI Auditability	45
ARTEMIS: a Context-Aware Recommendation System with Crowding Forecaster for the Touristic Domain	43
Toward the Understanding of the Appropriation of Compliance Support System in Organizations	42
Consumers’ Willingness to Use Mobile Payments in Micro Business Transactions: Differences in Demographic Factors	42
Exploiting Shared Sub-Expression and Materialized View Reuse for Multi-Query Optimization	39
Multimodal Wearable Intelligence for Dementia Care in Healthcare 4.0: a Survey	39
Understanding Online Music Piracy Behavior via Private Communication Channels	38
Correction to: Fighting Fire with Fire: Combating Criminal Abuse of Cryptocurrency with a P2P Mindset	37
Improving a Mirror-based Healthcare System for Real-time Estimation of Vital Parameters	37
Exploring the Process of Technology Socialization (TS) in the Family: ICT Adoption for Middle-aged Parents with the Influence of Adult Children	37
Correction to: Reskilling and Upskilling the Future‑ready Workforce for Industry 4.0 and Beyond	34
Correction to: Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels	33
Digital Gender Gap, Gender Equality and National Institutional Freedom: A Dynamic Panel Analysis	32
Effect of New Bundled Services on Doctors’ Online Social and Economic Returns: Evidence from an Online Health Community	32
Development and Usability Testing of Virtual Reality (VR)-Based Reminiscence Therapy for People with Dementia	32
Data Analytics in Industry 4.0: A Survey	30
Organizational Structure for the IT Department: Profit Center or Cost Center?	30
Comprehensive 3D Analysis of the Renal System and Stones: Segmenting and Registering Non-Contrast and Contrast Computed Tomography Images	29
Blockchain for SME Clusters: An Ideation using the Framework of Ostrom Commons Governance	29
Exploring the Attractiveness of Service Robots in the Hospitality Industry: Analysis of Online Reviews	28
Smart Tourism Technologies’ Ambidexterity: Balancing Tourist’s Worries and Novelty Seeking for Travel Satisfaction	28
Artificial Intelligence and Blockchain Integration in Business: Trends from a Bibliometric-Content Analysis	28
Applications of Blockchain in Industry 4.0: a Review	28
Business-Process-Driven Service Composition in a Hybrid Cloud Environment	27
Artificial Intelligence and Reduced SMEs’ Business Risks. A Dynamic Capabilities Analysis During the COVID-19 Pandemic	26
Diffusion of Innovations: Mobile Money Utility and Financial Inclusion in Nigeria. Insights from Agents and Unbanked Poor End Users	26
Mobile Broadband for Inclusive Connectivity: What Deters the High-Capacity Deployment of 4G-LTE Innovation in India?	26
An Assessment of the Barriers Impacting Responsible Artificial Intelligence	26
Using Business Analytics for SME Business Model Transformation under Pandemic Time Pressure	25

Fake news on Social Media: the Impact on Society	25
Technological Innovation, Sustainable Green Practices and SMEs Sustainable Performance in Times of Crisis (COVID-19 pandemic)	25
Digital Technologies and Supply Chain Resilience: A Resource-Action-Performance Perspective	25
Toward AI Governance: Identifying Best Practices and Potential Barriers and Outcomes	25
Revealing the Role of Intra-household Dynamics in Computer Adoption: An Inductive Theorization Approach Using Machine Learning in the Indian Context	24
Emotional and Informational Dynamics in Question-Response Pairs in Online Health Communities: A Multimodal Deep Learning Approach	24
Investigating Drivers of Customer Experience with Virtual Conversational Agents	24
The impact of information privacy concerns on information systems use behaviors in non-volitional surveillance contexts: A moderated mediation approach	23
Framework for the Classification of Imbalanced Structured Data Using Under-sampling and Convolutional Neural Network	23
An Empirical Study of Information Technology Capabilities to Enable Value Chain Activities and Interfaces	23
Digital Literacy, Sustainable Development and Radiation Regulation: Policy and Information Systems Implications	23
Sustaining Patient Portal Continuous Use Intention and Enhancing Deep Structure Usage: Cognitive Dissonance Effects of Health Professional Encouragement and Security Concerns	23
Co-Shaping an Ecosystem for Responsible AI: Five Types of Expectation Work in Response to a Technological Frame	22
An Overarching Conceptual Framework for ICT-enabled Responsive Governance	22
Testing the Relationship Between Information and Knowledge in Computer-Aided Decision-Making	20
You recommend, I trust: the interactive self-presentation strategies for social media influencers to build authenticity perception in short video scenes	20
Banking the Unbanked: Conceptualizing Success of the Business Correspondent Model	20
Throwing Good Money After Bad: Risk Mitigation Strategies in the P2P Lending Platforms	20
Strategies for Master Data Management: A Case Study of an International Hearing Healthcare Company	20
An Ostensive Information Architecture to Enhance Semantic Interoperability for Healthcare Information Systems	20
Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications	20
Let’s Connect to Keep the Distance: How SMEs Leverage Information and Communication Technologies to Address the COVID-19 Crisis	19
Why Specialized Service Ecosystems Emerge—the Case of Smart Parking in Germany	19
Integrating the IT Use Literature: Construct Validity and a Holistic Nomological Framework	19
Sustainability with Limited Data: A Novel Predictive Analytics Approach for Forecasting CO2 Emissions	17
How Does Performance-Based Monetary Incentive Influence Cyberloafing’s Effects on Task Performance?	17
Leveraging Action Knowledge from Product Reviews to Enhance Human-Centered Recommender Systems: A Knowledge Graph-Based Framework	17
A Fine-grained Classification Method for Cross-domain Policy Texts Based on Instruction Tuning	17
Speeding up Explorative BPM with Lightweight IT: the Case of Machine Learning	17
Look Before you Leap! The Impact of Trust, Uncertainty, and Topics of Reviews on Search and Sales of Cars	16
Speeding Up Reachability Queries in Public Transport Networks Using Graph Partitioning	16
Towards Blockchain Decentralized Autonomous Organizations (DAO) Design	16
From Artificial Intelligence to Augmented Intelligence: A Shift in Perspective, Application, and Conceptualization of AI	16
Addressing Knowledge Gaps in ITSM Practice with “Learning Digital Commons”: A Case Study	16
Examining the Acceptance of Blockchain by Real Estate Buyers and Sellers	15
Multi-Channel Convolutional Neural Network for the Identification of Eyewitness Tweets of Disaster	15
Implementing Vertical Integration in the Industry 4.0 Journey: Which Factors Influence the Process of Information Systems Adoption?	15
Operational Performance Evaluation of E-government Microblogs Under Emergencies Based on a DEA Method	15
Source Credibility Theory: SME Hospitality Sector Blog Posting During the Covid-19 Pandemic	15
A Responsible AI Framework for Mitigating the Ramifications of the Organ Donation Crisis	15
eXtended Reality and Artificial Intelligence in Medicine and Rehabilitation	14
A Theory-based Deep-Learning Approach to Detecting Disinformation in Financial Social Media	14
Digital Strategies for Engendering Resilient, Adaptive, and Entrepreneurial Agility: A Configurational Perspective	14
Understanding the Relationship between Adoption and Value Creation on Online Social Networks	14
RQ Labs: A Cybersecurity Workforce Skills Development Framework	14
Disaster Management Knowledge Analysis Framework Validated	13
Editorial: Special Issue on “Bright ICT: Security, Privacy and Risk Issues”	13
“Don’t Neglect the User!” – Identifying Types of Human-Chatbot Interactions and their Associated Characteristics	13
Correction to: Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce	13
Examination of Polarization in Social Media in Aggressor-Oriented and Victim-Oriented Discourse Following Vigilantism	13
Unraveling Prosumption Behavior for Online Reviews during Environmental Uncertainty: A Stimulus-Response Perspective	13
A System to Access Online Services with Minimal Personal Information Disclosure	12
Achieving Food Supply Chain Resilience During Natural Disasters Through Industry 5.0 Enablers—Empirical Insights Based on an FsQCA Approach	12
How Review Quality and Source Credibility Interacts to Affect Review Usefulness: An Expansion of the Elaboration Likelihood Model	12
Computing Approximate Global Symmetry of Complex Networks with Application to Brain Lateral Symmetry	12
Can Industry 5.0 Develop a Resilient Supply Chain? An Integrated Decision-Making Approach by Analyzing I5.0 CSFs	12
Examining the Relationship between National Cybersecurity Commitment, Culture, and Digital Payment Usage: An Institutional Trust Theory Perspective	11
Information Privacy Behaviors during the COVID-19 Pandemic: Focusing on the Restaurant Context	11
A Mining Town in a Digital Land: Browser-Based Cryptocurrency Mining as an Alternative to Online Advertising	11
Designing Personality-Adaptive Conversational Agents for Mental Health Care	11
FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia	11
IoT and Blockchain Based Framework for Logistics in Food Supply Chains	11
From Industry 4.0 Digital Manufacturing to Industry 5.0 Digital Society: a Roadmap Toward Human-Centric, Sustainable, and Resilient Production	11
From the “rush to ethics” to the “race for governance” in Artificial Intelligence	11
Leveraging Greenhouse Gas Emissions Traceability in the Groundnut Supply Chain: Blockchain-Enabled Off-Chain Machine Learning as a Driver of Sustainability	11
Disruptive Technologies for Achieving Supply Chain Resilience in COVID-19 Era: An Implementation Case Study of Satellite Imagery and Blockchain Technologies in Fish Supply Chain	11
Advances in Secure Knowledge Management in the Artificial Intelligence Era	10
Social Robotics Business and Computing	10
3D Printing Technology and the Market Value of the Firm	10
Facilitators and Barriers of Artificial Intelligence Adoption in Business – Insights from Opinions Using Big Data Analytics	10
An Investigation of the Factors that Influence Job Performance During Extreme Events: The Role of Information Security Policies	10
Exploring the Darkverse: A Multi-Perspective Analysis of the Negative Societal Impacts of the Metaverse	10
How Do Users Feel When They Use Artificial Intelligence for Decision Making? A Framework for Assessing Users’ Perception	10
The Role of Mindfulness in Mitigating the Negative Consequences of Technostress	10
Serious Games for the Treatment of Children with ADHD: The BRAVO Project	10
Using Multi-Factor Authentication for Online Account Security: Examining the Influence of Anticipated Regret	9
What Do Employers Look for in “Business Analytics” Roles? – A Skill Mining Analysis	9
Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Media	9
Seeking Foundations for the Science of Cyber Security	9
IT Availability Risks in Smart Factory Networks – Analyzing the Effects of IT Threats on Production Processes Using Petri Nets	9

Making Sense of AI Benefits: A Mixed-method Study in Canadian Public Administration	9
Innovative Technologies and Small-Medium Sized Enterprises in Times of Crisis	9
A Systematic Security Analysis for Beyond 5G Non-Access Stratum Protocol from the Perspective of Network Coexistence	9
An Economic Framework for Creating AI-Augmented Solutions Across Countries Over Time	9
To Subsidize Or Not to Subsidize: A Comparison of Market Scoring Rules and Continuous Double Auctions for Price Discovery	8
The Role of E-participation, Human Capital, and Corruption-Free on Environmental Performance	8
AI’s Impact on Sustainability Targets: A Cross-Country NCA and fsQCA Study	8
Investigating Learning Join Order Optimization Strategies for Rule-based Data Engines	8
Collaborating with Virtual Assistants in Organizations: Analyzing Social Loafing Tendencies and Responsibility Attribution	8
Organizational Learning from Cybersecurity Performance: Effects on Cybersecurity Investment Decisions	8
Impact of Perceived Barriers of Electronic Health Information Exchange on Physician’s Use of EHR: A Normalisation Process Theory Approach	8
Influencer is the New Recommender: insights for Theorising Social Recommender Systems	8
Navigating in Turbulent Times: Using Social Media to Examine Small and family-Owned Business Topics and Sentiments during the COVID-19 Crisis	8
Visualization of Digital Transformation Initiatives Elements through ArchiMate Viewpoints	8
Design and Implementation of an IIoT Driven Information System: A Case Study	8
Motivators and Inhibitors for Business Analytics Adoption from the Cross-Cultural Perspectives: A Data Mining Approach	7
The Concept of Agency in the Era of Artificial Intelligence: Dimensions and Degrees	7
Remote Working and Task Innovativeness – an Integrated Resource Based View and Antecedent-Behaviour-Consequence Perspective	7
Have a Nice Flight! Understanding the Interplay Between Topics and Emotions in Reviews of Luxury Airlines in the Pre- and Post-Covid-19 Periods	7
Impacts of Industry 5.0 in Supply Chain Flow in Post COVID-19 Era: Moderating Role of Senior Leadership Support	7
Trends and Trajectories in the Software Industry: implications for the future of work	7
Does Information Systems Support for Creativity Enhance Effective Information Systems Use and Job Satisfaction in Virtual Work?	7
The Interplay Between Investor Activity on Virtual Investment Community and the Trading Dynamics: Evidence From the Bitcoin Market	7
A Conceptualisation of Crowd Knowledge	7
Fighting Fire with Fire: Combating Criminal Abuse of Cryptocurrency with a P2P Mindset	7
Mobile Technology Addiction Effect on Risky Behaviours: the Moderating Role of Use-Regulation	7
TGV: A Visualization Tool for Temporal Property Graph Databases	7
Home Sweet Smart Home: Enhancing Consumer Valuation and Purchase Intention of Smart Home Technologies (SHTs) for Societal Value	7
When to Target Customers for Helpful Reviews: The Evolution of Consumers’ Product Evaluations with Product Exposure	7
Being Responsible in Cybersecurity: A Multi-Layered Perspective	6
Transfer Learning Enabled Bearing Fault Detection Methods Based on Image Representations of Single-Dimensional Signals	6
Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	6
Modelling Patient Longitudinal Data for Clinical Decision Support: A Case Study on Emerging AI Healthcare Technologies	6
Social Entrepreneurial Marketing and Innovation in B2B Services: Building Resilience with Explainable Artificial Intelligence	6
The Engagement of Complementors and the Role of Platform Boundary Resources in e-Commerce Platform Ecosystems	6
The Impact of Revenue Models on Anti-Counterfeiting Measures for Online Intermediaries	6
Understanding Artificial Intelligence Diffusion through an AI Capability Maturity Model	6
Using the Anchoring Effect and the Cultural Dimensions Theory to Study Customers’ Online Rating Behaviors	6
Understanding Human-AI Augmentation in the Workplace: A Review and a Future Research Agenda	6
Knowledge Sharing in an Insurance Collaborative Supply Chains Network: A Social Network Perspective	6
A Meta-Analysis of Online Impulsive Buying and the Moderating Effect of Economic Development Level	5
Artificial Intelligence (AI) and Information Systems: Perspectives to Responsible AI	5
Antecedents to the Adoption of Mobile Payment in China and Italy: an Integration of UTAUT2 and Innovation Resistance Theory	5
Disruption and Legitimacy: Big Data in Society	5
Blockchain: Exploring its Impact on the Business Models of Australian Accounting Firms	5
How to Achieve Swift Resilience: the Role of Digital Innovation Enabled Mindfulness	5
Responsible AI for Digital Health: a Synthesis and a Research Agenda	5
Advances on Data Management and Information Systems	5
Questioning Racial and Gender Bias in AI-based Recommendations: Do Espoused National Cultural Values Matter?	5
The Polarizing Impact of Political Disinformation and Hate Speech: A Cross-country Configural Narrative	5
A Grey Combined Prediction Model for Medical Treatment Risk Analysis during Pandemics	5
An Empirical Evaluation of Algorithms for Link Prediction	5
The Application of the Principles of Responsible AI on Social Media Marketing for Digital Health	5
Adoption of Artificial Intelligence and Cutting-Edge Technologies for Production System Sustainability: A Moderator-Mediation Analysis	5
Working from Home During Covid-19: Doing and Managing Technology-enabled Social Interaction With Colleagues at a Distance	5
An AI-based Decision Support System for Predicting Mental Health Disorders	5
Relating Social Media Diffusion, Education Level and Cybersecurity Protection Mechanisms to E-Participation Initiatives: Insights from a Cross-Country Analysis	5
A Novel Ensemble-based Classifier for Detecting the COVID-19 Disease for Infected Patients	5
Exploring Pure 4G Diffusion in India and its Connect with Human Development and Urbanization	4
Features Selection for Credit Risk Prediction Problem	4
Snakes and Ladders: Unpacking the Personalisation-Privacy Paradox in the Context of AI-Enabled Personalisation in the Physical Retail Environment	4
Sustainable Development Through Technological Innovations and Data Analytics	4
Online Users’ Identity Theft and Coping Strategies, Attribution and Sense of Urgency: A Non-Linear Quadratic Effect Assessment	4
Scenario-Based Distributionally Robust Unit Commitment Optimization Involving Cooperative Interaction with Robots	4
Digital Platform Continuance During the Great Resignation: Evidence from Knowledge Workers in Europe and Africa	4
The Role of Sentiment Tendency in Affecting Review Helpfulness for Durable Products: Nonlinearity and Complementarity	4
Introducing the Special Topic on “Mitigating Cyber Threats and Defense in Data Intensive Smart Cities”	4
Do Social Media Marketing Activities Improve Brand Loyalty? An Empirical Study on Luxury Fashion Brands	4
Artificial Intelligence (AI) Student Assistants in the Classroom: Designing Chatbots to Support Student Success	4
Paradoxical Tensions Related to AI-Powered Evaluation Systems in Competitive Sports	4
Accelerating AI Adoption with Responsible AI Signals and Employee Engagement Mechanisms in Health Care	4
Functional Requirements and Supply Chain Digitalization in Industry 4.0	4
Monitoring Framework for the Performance Evaluation of an IoT Platform with Elasticsearch and Apache Kafka	4
Is Cybersecurity a Social Responsibility?	4
Can you be Mindful? The Effectiveness of Mindfulness-Driven Interventions in Enhancing the Digital Resilience to Fake News on COVID-19	4
The Role of Mobile Money Innovations in the Effect of Inequality on Poverty and Severity of Poverty in Sub-Saharan Africa	4
Chasing Metaverses: Reflecting on Existing Literature to Understand the Business Value of Metaverses	4
A Dynamic Sharding Model Aware Security and Scalability in Blockchain	4
Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare	4
Designing and Managing Human-AI Interactions	4
ICT-Based Country-Level Determinants of Social Media Diffusion	4