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 2020-04-01 to 2024-04-01.)

Article	Citations
Security, Privacy and Risks Within Smart Cities: Literature Review and Development of a Smart City Interaction Framework	161
Artificial Intelligence and Business Value: a Literature Review	147
The challenges of entering the metaverse: An experiment on the effect of extended reality on workload	119
What Affects Usage Satisfaction in Mobile Payments? Modelling User Generated Content to Develop the “Digital Service Usage Satisfaction Model”	117
Consumer Acceptance and Use of Information Technology: A Meta-Analytic Evaluation of UTAUT2	109
A Proposed Sentiment Analysis Deep Learning Algorithm for Analyzing COVID-19 Tweets	107
Assessing the Role of Age, Education, Gender and Income on the Digital Divide: Evidence for the European Union	79
Bridging Digital Divides: a Literature Review and Research Agenda for Information Systems Research	74
Artificial Intelligence (AI) Student Assistants in the Classroom: Designing Chatbots to Support Student Success	69
The Role of Artificial Intelligence in Fighting the COVID-19 Pandemic	67
Emerging Enabling Technologies for Industry 4.0 and Beyond	65
Social Media Adoption, Usage And Impact In Business-To-Business (B2B) Context: A State-Of-The-Art Literature Review	64
Reskilling and Upskilling the Future-ready Workforce for Industry 4.0 and Beyond	63
Industry 4.0 Technologies in Flexible Manufacturing for Sustainable Organizational Value: Reflections from a Multiple Case Study of Italian Manufacturers	60
Antecedents to the Adoption of Mobile Payment in China and Italy: an Integration of UTAUT2 and Innovation Resistance Theory	57
Artificial Intelligence and Blockchain Integration in Business: Trends from a Bibliometric-Content Analysis	55
Bankruptcy Prediction Using Deep Learning Approach Based on Borderline SMOTE	54
Responsible AI for Digital Health: a Synthesis and a Research Agenda	52
Technological Innovation, Sustainable Green Practices and SMEs Sustainable Performance in Times of Crisis (COVID-19 pandemic)	51
The Effects of Data Sampling with Deep Learning and Highly Imbalanced Big Data	50
Online Review Consistency Matters: An Elaboration Likelihood Model Perspective	50
Is the Convenience Worth the Risk? An Investigation of Mobile Payment Usage	50
Working from Home During Covid-19: Doing and Managing Technology-enabled Social Interaction With Colleagues at a Distance	49
Applications of Blockchain in Industry 4.0: a Review	49
Pathways to Digital Service Innovation: The Role of Digital Transformation Strategies in Established Organizations	46

Assessing Consumers’ Co‐production and Future Participation On Value Co‐creation and Business Benefit: an F-P-C-B Model Perspective	44
Assessing Organizational Users’ Intentions and Behavior to AI Integrated CRM Systems: a Meta-UTAUT Approach	41
Social Commerce in Emerging Markets and its Impact on Online Community Engagement	41
The Role of Online Misinformation and Fake News in Ideological Polarization: Barriers, Catalysts, and Implications	41
FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia	40
A Meta-Analysis of Online Impulsive Buying and the Moderating Effect of Economic Development Level	39
An Empirical Investigation of Intent to Adopt Mobile Payment Systems Using a Trust-based Extended Valence Framework	39
The Dark Side of Mobile Learning via Social Media: How Bad Can It Get?	38
Industry 4.0 and its Implementation: a Review	37
Cognitive Dissonance in Technology Adoption: A Study of Smart Home Users	37
Robust Android Malware Detection System Against Adversarial Attacks Using Q-Learning	37
Fake news on Social Media: the Impact on Society	37
A Hybrid Approach of Machine Learning and Lexicons to Sentiment Analysis: Enhanced Insights from Twitter Data of Natural Disasters	36
A Confirmation Bias View on Social Media Induced Polarisation During Covid-19	36
Responsible Artificial Intelligence (AI) for Value Formation and Market Performance in Healthcare: the Mediating Role of Patient’s Cognitive Engagement	36
Enablers and Inhibitors of AI-Powered Voice Assistants: A Dual-Factor Approach by Integrating the Status Quo Bias and Technology Acceptance Model	34
Artificial Intelligence and Reduced SMEs’ Business Risks. A Dynamic Capabilities Analysis During the COVID-19 Pandemic	34
The Current Status and Developing Trends of Industry 4.0: a Review	34
Blockchain-Based Agile Supply Chain Framework with IoT	33
Cognitive Chatbot for Personalised Contextual Customer Service: Behind the Scene and beyond the Hype	32
Designing Personality-Adaptive Conversational Agents for Mental Health Care	32
AI Decision Making with Dignity? Contrasting Workers’ Justice Perceptions of Human and AI Decision Making in a Human Resource Management Context	32
Applying and Understanding an Advanced, Novel Deep Learning Approach: A Covid 19, Text Based, Emotions Analysis Study	32
Responsible Artificial Intelligence as a Secret Ingredient for Digital Health: Bibliometric Analysis, Insights, and Research Directions	31
Let’s Connect to Keep the Distance: How SMEs Leverage Information and Communication Technologies to Address the COVID-19 Crisis	31
Systematic Literature Review of E-Learning Capabilities to Enhance Organizational Learning	31
Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities	30
Voice Assistant vs. Chatbot – Examining the Fit Between Conversational Agents’ Interaction Modalities and Information Search Tasks	30
DeepRan: Attention-based BiLSTM and CRF for Ransomware Early Detection and Classification	29
Modelling the Asymmetrical Relationships between Digitalisation and Sustainable Competitiveness: A Cross-Country Configurational Analysis	29
LogGAN: a Log-level Generative Adversarial Network for Anomaly Detection using Permutation Event Modeling	29
Role of Risks in the Development of Responsible Artificial Intelligence in the Digital Healthcare Domain	29
Future Industry Internet of Things with Zero-trust Security	28
MarkBot – A Language Model-Driven Chatbot for Interactive Marketing in Post-Modern World	28
The Impact of IoT Smart Home Services on Psychological Well-Being	28
Predicting Sports Injuries with Wearable Technology and Data Analysis	28
Understanding the Design Elements Affecting User Acceptance of Intelligent Agents: Past, Present and Future	27
Data Analytics in Industry 4.0: A Survey	27
Single and Clustered Cervical Cell Classification with Ensemble and Deep Learning Methods	27
Exploring the Darkverse: A Multi-Perspective Analysis of the Negative Societal Impacts of the Metaverse	27
Attention-Based LSTM Network for Rumor Veracity Estimation of Tweets	26
Shaping Digital Innovation Via Digital-related Capabilities	25
Seeking Information on Social Commerce: An Examination of the Impact of User- and Marketer-generated Content Through an Eye-tracking Study	25
Smart Tourism Technologies’ Ambidexterity: Balancing Tourist’s Worries and Novelty Seeking for Travel Satisfaction	25
Facilitators and Barriers of Artificial Intelligence Adoption in Business – Insights from Opinions Using Big Data Analytics	25
Re-Examining the Impact of Multidimensional Trust on Patients’ Online Medical Consultation Service Continuance Decision	24
Responsible Artificial Intelligence in Healthcare: Predicting and Preventing Insurance Claim Denials for Economic and Social Wellbeing	23
Questioning Racial and Gender Bias in AI-based Recommendations: Do Espoused National Cultural Values Matter?	23
Digital Platforms of Work and the Crafting of Career Path: The Crowdworkers’ Perspective	23
Usage Intention of Social Robots for Domestic Purpose: From Security, Privacy, and Legal Perspectives	23

Accelerating AI Adoption with Responsible AI Signals and Employee Engagement Mechanisms in Health Care	22
An Investigation of Peripheral and Central Cues of Online Customer Review Voting and Helpfulness through the Lens of Elaboration Likelihood Model	22
Digital Nudging in Social Media Disaster Communication	22
Toward an Understanding of the Antecedents to Health Information Privacy Concern: A Mixed Methods Study	22
Event Study and Principal Component Analysis Based on Sentiment Analysis – A Combined Methodology to Study the Stock Market with an Empirical Study	22
Indian Travellers’ Adoption of Airbnb Platform	22
An AI-based Decision Support System for Predicting Mental Health Disorders	22
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	21
Implementing Vertical Integration in the Industry 4.0 Journey: Which Factors Influence the Process of Information Systems Adoption?	21
Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non-Heritage Tourism Sites	20
The Search for Smartness in Working, Living and Organising: Beyond the ‘Technomagic’	20
Evolutionary Programming Based Deep Learning Feature Selection and Network Construction for Visual Data Classification	20
Understanding Technology as Situated Practice: Everyday use of Voice User Interfaces Among Diverse Groups of Users in Urban India	18
The Role of Mindfulness in Mitigating the Negative Consequences of Technostress	18
The Source of SMEs’ Competitive Performance in COVID-19: Matching Big Data Analytics Capability to Business Models	18
The Engagement of Complementors and the Role of Platform Boundary Resources in e-Commerce Platform Ecosystems	18
A Meta-Analytic Structural Equation Model for Understanding Social Commerce Adoption	18
The Application of the Principles of Responsible AI on Social Media Marketing for Digital Health	18
Using Mobile Phone Data for Emergency Management: a Systematic Literature Review	18
Functional Requirements and Supply Chain Digitalization in Industry 4.0	17
Building Consumers’ Trust in Electronic Retail Platforms in the Sub-Saharan Context: an exploratory study on Drivers and Impact on Continuance Intention	17
How the Structures Provided by Social Media Enable Collaborative Outcomes: A Study of Service Co-creation in Nonprofits	17
Toward AI Governance: Identifying Best Practices and Potential Barriers and Outcomes	17
Organizational Capabilities for AI Implementation—Coping with Inscrutability and Data Dependency in AI	17
Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare	17
Fraud Detection in Mobile Payment Systems using an XGBoost-based Framework	16
“Don’t Neglect the User!” – Identifying Types of Human-Chatbot Interactions and their Associated Characteristics	16
COVID_SCREENET: COVID-19 Screening in Chest Radiography Images Using Deep Transfer Stacking	16
A Methodology for Automatic Acquisition of Flood‐event Management Information From Social Media: the Flood in Messinia, South Greece, 2016	16
Responsible Digital Transformation for a Sustainable Society	16
An Approach to Extracting Topic-guided Views from the Sources of a Data Lake	16
How to Maximize Clicks for Display Advertisement in Digital Marketing? A Reinforcement Learning Approach	15
Exploring the Multi-Level Digital Divide in Mobile Phone Adoption: A Comparison of Developing Nations	15
Do Social Media Marketing Activities Improve Brand Loyalty? An Empirical Study on Luxury Fashion Brands	15
Digital Resilience Through Training Protocols: Learning To Identify Fake News On Social Media	15
The future is yesterday: Use of AI-driven facial recognition to enhance value in the travel and tourism industry	15
Bringing Smart Home Technology to Peer-to-Peer Accommodation: Exploring the Drivers of Intention to Stay in Smart Accommodation	15
Designing Transparency for Effective Human-AI Collaboration	15
Trust-Augmented Deep Reinforcement Learning for Federated Learning Client Selection	15
Designing and Managing Human-AI Interactions	14
A Novel Ensemble-based Classifier for Detecting the COVID-19 Disease for Infected Patients	14
Shaping a Smart Transportation System for Sustainable Value Co-Creation	14
Factors Affecting Customer Analytics: Evidence from Three Retail Cases	14
Measuring the Big Data Readiness of Developing Countries – Index Development and its Application to Africa	14
Remote HRI: a Methodology for Maintaining COVID-19 Physical Distancing and Human Interaction Requirements in HRI Studies	14
Artificial Intelligence (AI) and Information Systems: Perspectives to Responsible AI	14
Incentive Mechanism for Rational Miners in Bitcoin Mining Pool	14