OOIR: Observatory of International Research

Papers

(The TQCC of Information Systems Frontiers is 14. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-10-01 to 2024-10-01.)

Article	Citations
Artificial Intelligence and Business Value: a Literature Review	261
The challenges of entering the metaverse: An experiment on the effect of extended reality on workload	150
Reskilling and Upskilling the Future-ready Workforce for Industry 4.0 and Beyond	126
A Proposed Sentiment Analysis Deep Learning Algorithm for Analyzing COVID-19 Tweets	123
Artificial Intelligence (AI) Student Assistants in the Classroom: Designing Chatbots to Support Student Success	121
Bridging Digital Divides: a Literature Review and Research Agenda for Information Systems Research	120
Emerging Enabling Technologies for Industry 4.0 and Beyond	87
Antecedents to the Adoption of Mobile Payment in China and Italy: an Integration of UTAUT2 and Innovation Resistance Theory	86
Social Media Adoption, Usage And Impact In Business-To-Business (B2B) Context: A State-Of-The-Art Literature Review	82
The Role of Artificial Intelligence in Fighting the COVID-19 Pandemic	77
Artificial Intelligence and Blockchain Integration in Business: Trends from a Bibliometric-Content Analysis	77
Working from Home During Covid-19: Doing and Managing Technology-enabled Social Interaction With Colleagues at a Distance	72
Responsible AI for Digital Health: a Synthesis and a Research Agenda	72
Technological Innovation, Sustainable Green Practices and SMEs Sustainable Performance in Times of Crisis (COVID-19 pandemic)	72
Pathways to Digital Service Innovation: The Role of Digital Transformation Strategies in Established Organizations	62
Assessing Organizational Users’ Intentions and Behavior to AI Integrated CRM Systems: a Meta-UTAUT Approach	62
Is the Convenience Worth the Risk? An Investigation of Mobile Payment Usage	62
Applications of Blockchain in Industry 4.0: a Review	62
Exploring the Darkverse: A Multi-Perspective Analysis of the Negative Societal Impacts of the Metaverse	59
A Meta-Analysis of Online Impulsive Buying and the Moderating Effect of Economic Development Level	54
FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia	53
A Confirmation Bias View on Social Media Induced Polarisation During Covid-19	51
AI Decision Making with Dignity? Contrasting Workers’ Justice Perceptions of Human and AI Decision Making in a Human Resource Management Context	51
Fake news on Social Media: the Impact on Society	51
Assessing Consumers’ Co‐production and Future Participation On Value Co‐creation and Business Benefit: an F-P-C-B Model Perspective	51

Industry 4.0 and its Implementation: a Review	49
An AI-based Decision Support System for Predicting Mental Health Disorders	48
Responsible Artificial Intelligence (AI) for Value Formation and Market Performance in Healthcare: the Mediating Role of Patient’s Cognitive Engagement	47
An Empirical Investigation of Intent to Adopt Mobile Payment Systems Using a Trust-based Extended Valence Framework	46
The Role of Online Misinformation and Fake News in Ideological Polarization: Barriers, Catalysts, and Implications	46
Robust Android Malware Detection System Against Adversarial Attacks Using Q-Learning	46
Designing Personality-Adaptive Conversational Agents for Mental Health Care	45
Enablers and Inhibitors of AI-Powered Voice Assistants: A Dual-Factor Approach by Integrating the Status Quo Bias and Technology Acceptance Model	44
Data Analytics in Industry 4.0: A Survey	44
A Hybrid Approach of Machine Learning and Lexicons to Sentiment Analysis: Enhanced Insights from Twitter Data of Natural Disasters	43
The Current Status and Developing Trends of Industry 4.0: a Review	43
Artificial Intelligence and Reduced SMEs’ Business Risks. A Dynamic Capabilities Analysis During the COVID-19 Pandemic	43
The Dark Side of Mobile Learning via Social Media: How Bad Can It Get?	41
Cognitive Chatbot for Personalised Contextual Customer Service: Behind the Scene and beyond the Hype	41
Role of Risks in the Development of Responsible Artificial Intelligence in the Digital Healthcare Domain	41
Future Industry Internet of Things with Zero-trust Security	40
Systematic Literature Review of E-Learning Capabilities to Enhance Organizational Learning	40
The Impact of IoT Smart Home Services on Psychological Well-Being	40
Voice Assistant vs. Chatbot – Examining the Fit Between Conversational Agents’ Interaction Modalities and Information Search Tasks	39
Responsible Artificial Intelligence as a Secret Ingredient for Digital Health: Bibliometric Analysis, Insights, and Research Directions	38
Fraud Detection in Mobile Payment Systems using an XGBoost-based Framework	38
Blockchain-Based Agile Supply Chain Framework with IoT	38
Facilitators and Barriers of Artificial Intelligence Adoption in Business – Insights from Opinions Using Big Data Analytics	36
Let’s Connect to Keep the Distance: How SMEs Leverage Information and Communication Technologies to Address the COVID-19 Crisis	36
Applying and Understanding an Advanced, Novel Deep Learning Approach: A Covid 19, Text Based, Emotions Analysis Study	36
Responsible Artificial Intelligence in Healthcare: Predicting and Preventing Insurance Claim Denials for Economic and Social Wellbeing	34
The future is yesterday: Use of AI-driven facial recognition to enhance value in the travel and tourism industry	34
Responsible Digital Transformation for a Sustainable Society	34
Smart Tourism Technologies’ Ambidexterity: Balancing Tourist’s Worries and Novelty Seeking for Travel Satisfaction	33
Shaping Digital Innovation Via Digital-related Capabilities	33
Questioning Racial and Gender Bias in AI-based Recommendations: Do Espoused National Cultural Values Matter?	33
Understanding the Design Elements Affecting User Acceptance of Intelligent Agents: Past, Present and Future	32
Accelerating AI Adoption with Responsible AI Signals and Employee Engagement Mechanisms in Health Care	32
MarkBot – A Language Model-Driven Chatbot for Interactive Marketing in Post-Modern World	32
Organizational Capabilities for AI Implementation—Coping with Inscrutability and Data Dependency in AI	31
An Investigation of Peripheral and Central Cues of Online Customer Review Voting and Helpfulness through the Lens of Elaboration Likelihood Model	31
Usage Intention of Social Robots for Domestic Purpose: From Security, Privacy, and Legal Perspectives	30
Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non-Heritage Tourism Sites	29
Re-Examining the Impact of Multidimensional Trust on Patients’ Online Medical Consultation Service Continuance Decision	29
Toward AI Governance: Identifying Best Practices and Potential Barriers and Outcomes	29
Designing Transparency for Effective Human-AI Collaboration	28
The Application of the Principles of Responsible AI on Social Media Marketing for Digital Health	27
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	27
Implementing Vertical Integration in the Industry 4.0 Journey: Which Factors Influence the Process of Information Systems Adoption?	26
Digital Nudging in Social Media Disaster Communication	25
Do Social Media Marketing Activities Improve Brand Loyalty? An Empirical Study on Luxury Fashion Brands	25
The Source of SMEs’ Competitive Performance in COVID-19: Matching Big Data Analytics Capability to Business Models	25
Artificial Intelligence (AI) and Information Systems: Perspectives to Responsible AI	24
The Engagement of Complementors and the Role of Platform Boundary Resources in e-Commerce Platform Ecosystems	24
Co-Shaping an Ecosystem for Responsible AI: Five Types of Expectation Work in Response to a Technological Frame	23

Cyber-Physical Systems in the Context of Industry 4.0: A Review, Categorization and Outlook	23
Shaping a Smart Transportation System for Sustainable Value Co-Creation	22
A Meta-Analytic Structural Equation Model for Understanding Social Commerce Adoption	22
Functional Requirements and Supply Chain Digitalization in Industry 4.0	21
Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare	21
Trust-Augmented Deep Reinforcement Learning for Federated Learning Client Selection	21
From the “rush to ethics” to the “race for governance” in Artificial Intelligence	21
Design Principles for User Interfaces in AI-Based Decision Support Systems: The Case of Explainable Hate Speech Detection	20
Using Business Analytics for SME Business Model Transformation under Pandemic Time Pressure	20
Extending the Theory of Planned Behavior in the Social Commerce Context: A Meta-Analytic SEM (MASEM) Approach	20
Bringing Smart Home Technology to Peer-to-Peer Accommodation: Exploring the Drivers of Intention to Stay in Smart Accommodation	19
How to Maximize Clicks for Display Advertisement in Digital Marketing? A Reinforcement Learning Approach	19
Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce	19
Adoption of Artificial Intelligence and Cutting-Edge Technologies for Production System Sustainability: A Moderator-Mediation Analysis	19
“Don’t Neglect the User!” – Identifying Types of Human-Chatbot Interactions and their Associated Characteristics	19
The Role of Mindfulness in Mitigating the Negative Consequences of Technostress	19
Continuance Intention of Mobile Payment: TTF Model with Trust in an African Context	18
Chasing Metaverses: Reflecting on Existing Literature to Understand the Business Value of Metaverses	18
How the Structures Provided by Social Media Enable Collaborative Outcomes: A Study of Service Co-creation in Nonprofits	18
COVID_SCREENET: COVID-19 Screening in Chest Radiography Images Using Deep Transfer Stacking	18
A Methodology for Automatic Acquisition of Flood‐event Management Information From Social Media: the Flood in Messinia, South Greece, 2016	18
Influence of Habits on Mobile Payment Acceptance: An Ecosystem Perspective	17
Digital Resilience Through Training Protocols: Learning To Identify Fake News On Social Media	17
Measuring the Big Data Readiness of Developing Countries – Index Development and its Application to Africa	17
An Investigation of Misinformation Harms Related to Social Media during Two Humanitarian Crises	17
E-Government and Entrepreneurship: Online Government Services and the Ease of Starting Business	17
Designing and Managing Human-AI Interactions	17
Multimodal Wearable Intelligence for Dementia Care in Healthcare 4.0: a Survey	17
Assessment of Complexity in Cloud Computing Adoption: a Case Study of Local Governments in Australia	17
A Novel Ensemble-based Classifier for Detecting the COVID-19 Disease for Infected Patients	17
Exploring the Attractiveness of Service Robots in the Hospitality Industry: Analysis of Online Reviews	17
Impact of Digital Assistant Attributes on Millennials’ Purchasing Intentions: A Multi-Group Analysis using PLS-SEM, Artificial Neural Network and fsQCA	16
Organizational Learning for Intelligence Amplification Adoption: Lessons from a Clinical Decision Support System Adoption Project	16
Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot	16
Factors Affecting Customer Analytics: Evidence from Three Retail Cases	15
An Assessment of the Barriers Impacting Responsible Artificial Intelligence	15
Robot Pets as “Serious Toys”- Activating Social and Emotional Experiences of Elderly People	15
Charting the Evolution and Future of Conversational Agents: A Research Agenda Along Five Waves and New Frontiers	15
Blockchain for SME Clusters: An Ideation using the Framework of Ostrom Commons Governance	15
Analyzing the Quality of Twitter Data Streams	15
Understanding the Impact of Intellectual Capital on E-Business Entrepreneurial Orientation and Competitive Agility: An Empirical Study	15
An Enhanced Approach to Map Domain-Specific Words in Cross-Domain Sentiment Analysis	15
Is There a Place for Responsible Artificial Intelligence in Pandemics? A Tale of Two Countries	14
The Optimal Configuration of IT-Enabled Dynamic Capabilities in a firm’s Capabilities Portfolio: a Strategic Alignment Perspective	14
Privacy-Preserving Mutual Authentication and Key Agreement Scheme for Multi-Server Healthcare System	14
Source Credibility Theory: SME Hospitality Sector Blog Posting During the Covid-19 Pandemic	14
Remote HRI: a Methodology for Maintaining COVID-19 Physical Distancing and Human Interaction Requirements in HRI Studies	14
Universal Design of ICT for Emergency Management from Stakeholders’ Perspective	14
Social Media Data in an Augmented Reality System for Situation Awareness Support in Emergency Control Rooms	14