Information Systems Frontiers

Papers
(The median citation count of Information Systems Frontiers is 3. 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 2022-06-01 to 2026-06-01.)
ArticleCitations
Special Issue on Bright Information and Communication Technologies in the 21st Century459
Competing in the Digital Economy: The Influence of Information Visibility on Corporate Entrepreneurship458
Effect of New Bundled Services on Doctors’ Online Social and Economic Returns: Evidence from an Online Health Community175
Understanding Users’ Voluntary Switching Behavior for User Interfaces of Intelligent Personal Assistant Devices143
Ethics and AI Issues: Old Container with New Wine?124
Social Capital and Artificial Intelligence Readiness: The Mediating Role of Cyber Resilience and Value Construction of SMEs in Resource-Constrained Environments119
Improving a Mirror-based Healthcare System for Real-time Estimation of Vital Parameters101
Does Fake News in Different Languages Tell the Same Story? An Analysis of Multi-level Thematic and Emotional Characteristics of News about COVID-1988
Cognitive Impacts of Explainable AI in Cybersecurity Incident Response: Challenges and Propositions87
Throwing Good Money After Bad: Risk Mitigation Strategies in the P2P Lending Platforms74
A Theory-based Deep-Learning Approach to Detecting Disinformation in Financial Social Media73
Effects of Explanations in Human-AI Interaction: A Systematic Review and Framework for Future Research on Explainable AI73
Whose Investment Advice Do You Follow? Studying the Effect of Author Attributes on Using Social Media Stock Opinions To Predict Stock Performance73
A Fine-grained Classification Method for Cross-domain Policy Texts Based on Instruction Tuning71
Leveraging Action Knowledge from Product Reviews to Enhance Human-Centered Recommender Systems: A Knowledge Graph-Based Framework67
An Empirical Study of Information Technology Capabilities to Enable Value Chain Activities and Interfaces64
Examining the Acceptance of Blockchain by Real Estate Buyers and Sellers60
Exploring the Darkverse: A Multi-Perspective Analysis of the Negative Societal Impacts of the Metaverse59
Factors Affecting Behavioural Intention to Use Generative Artificial Intelligence Tool: A Multigroup Analysis58
Reading Between the Lines: Detecting Corporate Financial Fraud Using Multi-dimensional Textual Features53
Speeding up Explorative BPM with Lightweight IT: the Case of Machine Learning51
Design and Implementation of an IIoT Driven Information System: A Case Study50
Have a Nice Flight! Understanding the Interplay Between Topics and Emotions in Reviews of Luxury Airlines in the Pre- and Post-Covid-19 Periods50
Do AI Markets Drive Financial Performance in Chinese Banks? A Quantum-Inspired (QI) MCDM Approach49
TGV: A Visualization Tool for Temporal Property Graph Databases49
Impacts of Industry 5.0 in Supply Chain Flow in Post COVID-19 Era: Moderating Role of Senior Leadership Support48
When Algorithms Tell Their Story: Turning Execution Traces into Explanatory Videos by Means of a Trustworthy Architecture Based on Parse Trees48
Prediction of Financial Distress for Chinese Listed Manufacturing Companies given Uncertain Financial Accounting Data Environments47
A Grey Combined Prediction Model for Medical Treatment Risk Analysis during Pandemics46
Organizational Learning from Cybersecurity Performance: Effects on Cybersecurity Investment Decisions46
Sustainable through Digital – A Research Agenda for Digital Social Innovation45
Artificial Intelligence Facets and System-Level Properties as Drivers of Use: A Critical Review, Research Framework and Agenda41
Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot40
Social Entrepreneurial Marketing and Innovation in B2B Services: Building Resilience with Explainable Artificial Intelligence38
Introducing the Special Topic on “Mitigating Cyber Threats and Defense in Data Intensive Smart Cities”37
Correction to: Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot37
A Three-level Framework for LLM-enhanced Explainable AI: From Technical Explanations to Natural Language37
Comparison of Semantic Similarity Models on Constrained Scenarios35
Importance of IT and Role Identities in Information Systems Infusion33
Maximal Mixed-Drove Co-occurrence Patterns33
Are Online Mobile Gamers Really Happy? On the Suppressor Role of Online Game Addiction32
Barking Up the Wrong Tree? Reconsidering Policy Compliance as a Dependent Variable Within Behavioral Cybersecurity Research32
Investigating Relevant Data in Automotive Procurement Departments: External Shocks as Transparency Creator for Data Deficits in Decision-Making31
Critical Thinking in AI-Assisted Deontologically-Governed Professional Decision-Making: When and How Explainability, Reliability, and Transparency Matter30
The Crystal Ball of User-Generated Content: Indication of P2P Lending Platform Failure28
Secure Knowledge Management and Cybersecurity in the Era of Artificial Intelligence27
Correction to: An Ostensive Information Architecture to Enhance Semantic Interoperability for Healthcare Information Systems27
Multi-Perspective Fusion Graph Model for Financial Distress Prediction of Listed Companies27
5G Native Network Function for False Base Station Detection Using Machine Learning Technique26
Exploring the Role of Organizational Mindfulness on Cloud Computing and Firm Performance: The Case of Kenyan Organizations26
Blockchain-Based Secure Data Sharing Among Vehicles in 5G-Enabled Vehicular Fog Computing25
Domain Adaptation for Fear of Heights Classification in a VR Environment Based on EEG and ECG25
A Taxonomy of Home Automation: Expert Perspectives on the Future of Smarter Homes24
Does Industry 5.0 Reproduce Gender (In)equalities at Organisations? Understanding the Interaction of Human Resources and Software Development Teams in Supplying Human Capitals24
From Prompts to Context: An Ontology-Driven Framework for Human-Generative AI Collaboration24
Enhancing the Reliability of Cloud Data through Identifying Data Inconsistency between Cloud Systems22
The Next ‘Deep’ Thing in X to Z Marketing: An Artificial Intelligence-Driven Approach22
CUBIC: Unsupervised Detection of Conceptual Biases via Vision-Language Embeddings22
The Role of Explainability In AI-Driven Financial Decision Making22
Correction to: Authenticity in Objects and Activities: Determinants of Satisfaction with Virtual Reality Experiences of Heritage and Non‑Heritage Tourism Sites22
Why do few Organizations Succeed while Others Fail? Impact of Organizational Capabilities and Barriers on Digital Government Transformation19
Impact of Inter and Intra Organizational Factors in Healthcare Digitalization: a Conditional Mediation Analysis19
Big Data Analytics Adoption in Manufacturing Companies: The Contingent Role of Data-Driven Culture19
Will You Pin(e) for It? Understanding Gratifications that Drive User Experience on Bookmarking Platforms19
Analytic Processing in Data Lakes: A Semantic Query-Driven Discovery Approach18
Understanding Online Music Piracy Behavior via Private Communication Channels18
Predicting and Mitigating Freshmen Student Attrition: A Local-Explainable Machine Learning Framework18
Understanding the Influence of Data Breaches on Patients’ Willingness to Share Protected Health Information: A Mixed Methods Study of a Construals Privacy Calculus Perspective18
Multiple Treatment Modeling for Target Marketing Campaigns: A Large-Scale Benchmark Study18
Digital Responsibility in Metaverse Platforms: A Policy Perspective18
Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research18
A Pyramid Vision Transformer–based Framework for Television Video Genre Classification in Multimedia Analysis17
Artificial Intelligence in Sustainable Finance and Accounting: a Bibliometric Analysis and Future Research Agenda17
Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce17
Multimodal Insights into Credit Risk Modelling: Integrating Climate and Text Data for Default Prediction17
Correction to: Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels17
From Prototypes to Sparse ECG Explanations: SHAP-driven Counterfactuals for Multivariate Time-series Multi-class Classification17
A Theoretical Framework of the Structure of Augmented Creativity17
Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels17
Unifying Explainable Agency Via a Ladder of Intentions16
IoT-Based Information System on Cold-Chain Logistics Service Quality (ICCLSQ) Management in Logistics 4.016
IoT and Blockchain Based Framework for Logistics in Food Supply Chains16
A Mining Town in a Digital Land: Browser-Based Cryptocurrency Mining as an Alternative to Online Advertising16
GenAI and Digital Inclusion: Application Creativity of GenAI in Marginalized Communities15
RF-SVM: Robust Injection Attack Detection Using Random Forest Feature Selector and Support Vector Machine Classifier for Secure Network Systems15
An Explainable AI Multi-Agent Recommender System for Financial Document Access Control15
A(I)gents of Change? A Human-IS Collaboration Framework for Understanding the Evolving Phenomenon of Creative Problem-Solving15
When to Target Customers for Helpful Reviews: The Evolution of Consumers’ Product Evaluations with Product Exposure14
Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Media14
The Concept of Agency in the Era of Artificial Intelligence: Dimensions and Degrees14
Generative AI Health Assistants in Modern Healthcare: Drivers and Barriers to Adoption14
What Do Employers Look for in “Business Analytics” Roles? – A Skill Mining Analysis14
Profitability of Machine Learning Models in Forecasting the S&P 500 Index13
Why Doctors Participate in Teams of Online Health Communities? A Social Identity and Brand Resource Perspective13
Managing Industrial Innovation Communications on Social Media Platforms for Effective User Engagement13
Driving Sustainability: Unravelling the Dynamics of User Engagement on Organization Generated Social Media Content on Electric Vehicles13
Understanding Human-AI Augmentation in the Workplace: A Review and a Future Research Agenda13
Supervised Machine Learning for Matchmaking in Digital Business Ecosystems and Platforms13
Security among UPFs belonging to Different 5G/B5G/6G Networks13
The Present and Future of Accountability for AI Systems: A Bibliometric Analysis13
Classifying DSS Research – A Theoretical Framework12
The Role of Mobile Money Innovations in the Effect of Inequality on Poverty and Severity of Poverty in Sub-Saharan Africa12
Fraud Detection in Mobile Payment Systems using an XGBoost-based Framework12
Tabloids, Fake News, and the Overton Window: The COP Model on News Consumption in Uncertain Times12
Sustainable Development Through Technological Innovations and Data Analytics12
Exploring Pure 4G Diffusion in India and its Connect with Human Development and Urbanization12
Is Cybersecurity a Social Responsibility?12
Augmented Reality to Assist in the Diagnosis of Temporomandibular Joint Alterations12
Blockchain Empowered Metaverse: Enhancing User Engagement through Trust, Collaboration, Authenticity, And Governance11
What is the Creative Value of AI Hallucinations? Insights from Generative AI use in Educational Contexts11
Does Culture Affect Post-Adoption Privacy Concerns of Mobile Cloud Computing App Users? Insights from the US, the UK, and India11
Cost-based Optimization of Multistore Query Plans11
Charting the Evolution and Future of Conversational Agents: A Research Agenda Along Five Waves and New Frontiers11
The Tool, the Pet, the Carer & the Warden: A Conceptual Framework of How Older Adults Perceive Socially Assistive Robots11
Application and Adoption of Emerging Technologies: From AI to Metaverse11
Fuzzy Decision Trees for Explainable Brain Tumor Classification: A Comparative Study with Deep Neural Networks and Classical Binary Decision Trees10
The New Reality of Knowledge Work: Impact of Flexible Work Settings on Organizational Cybersecurity10
Tapping vs. Scrolling: Effects of Different Content Acquisition Modes on Content Consumption10
How Does the Color Palette Affect the Pricing of Abstract Paintings?10
Blazing the Trail: Considering Browsing Path Dependence in Online Service Response Strategy10
Unlocking the Potential of Smart Technologies: Addressing Adoption Challenges10
Future of Information Systems Research Through the Rear View Mirror: Themes and Trends Using BERT Topic Modeling9
Does Social Capital Arise from Enterprise or Public Social Media Use? A Model of Social Media Antecedents and Consequences9
Unraveling the Privacy Paradox: a Comprehensive Review of Factors Behind the Discrepancy in Online Concerns and Disclosure Behavior9
What Affects User Experience of Shared Mobility Services? Insights from Integrating Signaling Theory and Value Framework9
Enhancing ERP Responsiveness Through Big Data Technologies: An Empirical Investigation9
Responsible Artificial Intelligence (AI) for Digital Health and Medical Analytics9
An Empirical Examination of Organizational Commitment Across Psychological Contract Matching Patterns in Information Technology Outsourcing (ITO)8
The Effects of Intimacy and Proactivity on Trust in Human-Humanoid Robot Interaction8
The Paradoxical Impact of Smartphone Addiction on Innovative Performance: A Conservation of Resources Theory Perspective8
Human-Centered Explainable AI for Time Series Forecasting: A Case Study in the Pulp and Paper Industry8
Different IT Projects, but the same Conflicts. Action Research During IT Deployment8
Leveraging Digital Technologies in Logistics 4.0: Insights on Affordances from Intralogistics Processes8
Exploring Digital Responsibility Enactment: An Evaluation of the Social Implications of Digitally Responsive Employee Advocacy Platform8
Explanation Format does not Matter; but Explanations do - An Eggsbert study on explaining Bayesian Optimization tasks8
Rule-Based Explanations for Retrieval-Augmented LLM Systems8
Business Analytics Adoption and Technological Intensity: An Efficiency Analysis8
Sustainable Development and Corporate Profitability: Data Mining Approach8
Insights into Bitcoin and Decentralized Finance: Unpacking the Narratives of ‘Techno-Enthusiasts’ and ‘Techno-Critics’8
Relational Creativity in GenAi Mediated Learning: Reflexive Insights from the Digital Maieutic Project8
Toward the Understanding of the Appropriation of Compliance Support System in Organizations7
Rumor Classification through a Multimodal Fusion Framework and Ensemble Learning7
Highlighting the Importance of Intentional Aspects in Data Narrative Crafting Processes7
A Multi-Criteria Decision-Making Framework to Evaluate the Impact of Industry 5.0 Technologies: Case Study, Lessons Learned, Challenges and Future Directions7
The Dynamics of Stock Market Responses Following the Cyber-Attacks News: Evidence from Event Study7
Digital Technologies and Supply Chain Resilience: A Resource-Action-Performance Perspective7
Consumers’ Willingness to Use Mobile Payments in Micro Business Transactions: Differences in Demographic Factors7
Responsible Digital: Co-Creating Safe, Wise and Secure Digital Interventions with Vulnerable Groups7
Understanding the Drivers of Industry 4.0 Technologies to Enhance Supply Chain Sustainability: Insights from the Agri-Food Industry7
Reimagining Higher Education: Navigating the Challenges of Generative AI Adoption7
Multidimensional Author Profiling for Social Business Intelligence7
The Role of Green Finance Policy in Fostering Twin Transition: An Empirical Investigation using Machine Learning Techniques7
Concept-Enhanced Multimodal RAG: Towards Interpretable and Accurate Radiology Report Generation7
The Mediating Role of Absorptive Capability Between the Effect of Organizational Internalization Through Social Media on Open Inbound Innovation7
Mining Patient-Generated Content for Medication Relations and Transition Network to Predict the Rankings and Volumes of Different Medications7
Examining IT and Social Affordances for Post-purchase Behaviour in the Metaverse7
Look Before you Leap! The Impact of Trust, Uncertainty, and Topics of Reviews on Search and Sales of Cars6
The Sharing of Disaster-Related Information on Social Media6
Factors Affecting Big Data Analytics Adoption in Small and Medium Enterprises6
Addressing Knowledge Gaps in ITSM Practice with “Learning Digital Commons”: A Case Study6
Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications6
A Responsible AI Framework for Mitigating the Ramifications of the Organ Donation Crisis6
Green Technology Multidimensional Readiness Framework: Insights from Indian Telecom Sector6
Development and Usability Testing of Virtual Reality (VR)-Based Reminiscence Therapy for People with Dementia6
Digital Strategies for Engendering Resilient, Adaptive, and Entrepreneurial Agility: A Configurational Perspective6
Integrating the IT Use Literature: Construct Validity and a Holistic Nomological Framework6
A Computational Design Framework for Targeted Disruption of Hacker Communities6
Banking the Unbanked: Conceptualizing Success of the Business Correspondent Model6
Correction to: Fighting Fire with Fire: Combating Criminal Abuse of Cryptocurrency with a P2P Mindset6
A Fully Privacy-Preserving Solution for Anomaly Detection in IoT using Federated Learning and Homomorphic Encryption6
Characterizing Cross-Contamination on Multitask Multimodal Large Language Models6
Computing Approximate Global Symmetry of Complex Networks with Application to Brain Lateral Symmetry6
The ‘How’ of Digital Transformation: Understanding the Micro-Processes of Digital Transformation Strategising and Internal Platformisation Coevolution6
Information Privacy Behaviors during the COVID-19 Pandemic: Focusing on the Restaurant Context6
Sustainability with Limited Data: A Novel Predictive Analytics Approach for Forecasting CO2 Emissions5
Developing an Interpretable Decision Support Framework for Artifact Design in Organ Transplantation5
GenAI as a Posthuman Creative Collaborator – Evidence from Artistic Exploration5
Generative AI-Powered Innovation on Data-Driven Financial Decision-Making in Operations and Supply Chain Management: A Moderated Mediation Analysis5
Modelling forest fire dynamics using conditional variational autoencoders5
Fighting Fire with Fire: Combating Criminal Abuse of Cryptocurrency with a P2P Mindset5
Being Responsible in Cybersecurity: A Multi-Layered Perspective5
Towards Designing Valuable and Explainable Data-Driven Systems5
Impact of Game Design Elements on Actual Usage vs Future Use Intentions of Mobile Payment App Users: A Motivation Based Approach5
Achieving Food Supply Chain Resilience During Natural Disasters Through Industry 5.0 Enablers—Empirical Insights Based on an FsQCA Approach5
A Network Analysis of Mobile App Top Chart Appearance and Survival5
Relationship Quality in Customer-service Robot Interactions in Industry 5.0: An Analysis of Value Recipes5
Knowledge Sharing in an Insurance Collaborative Supply Chains Network: A Social Network Perspective5
Source Credibility Theory: SME Hospitality Sector Blog Posting During the Covid-19 Pandemic5
To Subsidize Or Not to Subsidize: A Comparison of Market Scoring Rules and Continuous Double Auctions for Price Discovery5
Service Re-Selection for Disruptive Events in Mobile Environments: A Heuristic Technique for Decision Support at Runtime5
Understanding Artificial Intelligence Diffusion through an AI Capability Maturity Model5
Explaining the Unseen: AI-Driven Insights from Sleep Motion for Explainable Alzheimer Disease’s Screening5
ICT-Based Country-Level Determinants of Social Media Diffusion5
Explanation-as-Signal: A Two-way Human-AI Feedback Loop for Mitigating Hallucinations in Text-to-Knowledge Transformation5
Remote Working and Task Innovativeness – an Integrated Resource Based View and Antecedent-Behaviour-Consequence Perspective5
Machine Learning-Based Cooperative Clustering for Detecting and Mitigating Jamming Attacks in beyond 5G Networks4
Monitoring Framework for the Performance Evaluation of an IoT Platform with Elasticsearch and Apache Kafka4
Trust-Augmented Deep Reinforcement Learning for Federated Learning Client Selection4
Hyperledger Fabric-Powered Network Slicing Handover Authentication4
Comparing and Improving Active Learning Uncertainty Measures for Transformer Models by Discarding Outliers4
The Impact of AI News on Default Risk of Chinese Listed Companies: Forecasting Based on Deep Learning4
From Groups to Communities: A Resource Mobilization Theory Perspective on the Emergence of Communities4
Enacting Responsible AI: A Configurational Analysis of AI Principles in Practice4
Unfreezing the Freelancers: Investigating the Strategy of Digital Platform-Based Instant Messaging Communication in Increasing Freelancers’ Response in Gig Economy4
Behavioral Issues in Cybersecurity & Privacy in the Era of Data Explosion4
Cybersecurity as a Dynamic Capability: How Micro and Small Social Enterprises Build Digital Resilience4
Trustworthy Data-driven Chronological Age Estimation from Panoramic Dental Images4
Features Selection for Credit Risk Prediction Problem4
Mining Data Wrangling Workflows for Design Patterns Discovery and Specification4
Uncovering Financial Distress with Textual Risk Disclosures in Annual Reports: Insights from Large Language Models4
Hybrid Method to Explain Predictions of Stacking Ensemble Model4
Combating Fake News Using Implementation Intentions4
AI Analytics in Enhancing Patient-Centered Care Through Wearables: A Cross-Country Analysis4
Quantifying Costs of Enhanced Security in Multifactor Authentication4
Designing and Managing Human-AI Interactions4
Value of Original and Generated Ultrasound Data Towards Training Robust Classifiers for Breast Cancer Identification4
Digital Platform Continuance During the Great Resignation: Evidence from Knowledge Workers in Europe and Africa4
Management of National eID Infrastructure as a State-Critical Asset and Public-private Partnership: Learning from the Case of Estonia4
Promoting Sustainability in Motor Insurance: A Novel Approach To Evaluating Driving Behavior4
A Framework of Environmental, Personal, and Behavioral Factors of Adult Learning in Online Communities of Practice4
Adoption of Blockchain E-Voting Service: Digital Literacy as a Mediating Mechanism4
What Happens in Face During a Facial Expression? Using Data Mining Techniques to Analyze Facial Expression Motion Vectors3
How to Maximize Clicks for Display Advertisement in Digital Marketing? A Reinforcement Learning Approach3
Model Slicing for Analysis of Recourse Bias with Explanation Tables3
Automatic Generation of Job Safety Reports with Explainable RAG-Based LLMs3
How to Come Up with AI Use Cases Ideas? —An Ideation Technique Development Based on Analysis of Shadow IT Usage3
The impact of information privacy concerns on information systems use behaviors in non-volitional surveillance contexts: A moderated mediation approach3
An Investigation of the Factors that Influence Job Performance During Extreme Events: The Role of Information Security Policies3
An Overarching Conceptual Framework for ICT-enabled Responsive Governance3
Towards Industry 5.0 Challenges for The Textile and Apparel Supply Chain for The Smart, Sustainable, and Collaborative Industry in Emerging Economies3
Cloud, IoT and Data Science3
Correction to: Reskilling and Upskilling the Future‑ready Workforce for Industry 4.0 and Beyond3
Investigation of Mobile Payments aiding Women Microentrepreneurs: Evidence from Rural India3
The Impact of Cultural Dimensions and Quality of Life on Smartphone Addiction and Employee Performance: The Moderating Role of Quality of Life3
Beyond Borders: Evaluating the Impact of Health Information Exchange on Resource Utilization in the United Arab Emirates – A Longitudinal Study3
Enhancing Cybersecurity Investment with FAIR-ROSI: A Responsible Cybersecurity Approach to Digital Society3
Unraveling Prosumption Behavior for Online Reviews during Environmental Uncertainty: A Stimulus-Response Perspective3
Being Responsibly Digital: A Care Ethics Lens for Digital Responsibility3
Is #SDG13 Trending Online? Insights from Climate Change Discussions on Twitter3
The Metaverse Conundrum? Exploring Hedonic and Utilitarian Drivers of VR Continuance and Discontinuance3
AI in the Organizational Nexus: Building Trust, Cementing Commitment, and Evolving Psychological Contracts3
Artificial Intelligence Capability and Firm Performance: A Sustainable Development Perspective by the Mediating Role of Data-Driven Culture3
Exploiting Shared Sub-Expression and Materialized View Reuse for Multi-Query Optimization3
Analysis of the Cryptographic Algorithms in IoT Communications3
A Deep Learning based Scalable and Adaptive Feature Extraction Framework for Medical Images3
Beyond the Creativity Paradox: A Theory-informed Framework for Role-based Integration of Generative AI in Organisational Creativity3
Correction to: Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce3
Digital Literacy, Sustainable Development and Radiation Regulation: Policy and Information Systems Implications3
Strategies for Master Data Management: A Case Study of an International Hearing Healthcare Company3
Making It Possible for the Auditing of AI: A Systematic Review of AI Audits and AI Auditability3
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