Published: 2026-01-04

Regular Paper

Methodology to Identify Issues and Improve the Robustness of AI Agents

Aleksandr Meshkov

1-28

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DOI: https://doi.org/10.68485/ijmada.20266108

Analyzing Consumer Behavior in the Context of Online Social Media Marketing

Shahadat Hossain, Md. Manzurul Hasan, Gahangir Hossain, Hanan Alasmari

29-45

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DOI: https://doi.org/10.68485/ijmada.20266110

A Scoping Review of the Future of Work: Effects of Artificial Intelligence Automation and Remote Work on Employment Patterns, Skill Demands, and Organizational Dynamics

Dr. Samuel Bangura, Prof. Melanie Elisabeth Lourens

46-55

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DOI: https://doi.org/10.68485/ijmada.20266112

Augmenting the 4Ps of Innovation through Artificial Intelligence: An Empirical Study of Startup Performance in an Emerging Ecosystem

Sara Bouya, Kenza El Kadiri

56-69

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DOI: https://doi.org/10.68485/ijmada.20266114

The Disclosure-Detection Nexus in Generative AI: An Integrated Analysis of Ethical Implications in Academia

Jacob Holland

70-87

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DOI: https://doi.org/10.68485/ijmada.20266115

Pairwise Comparison Aggregation with Tool-Augmented LLMs for Procurement Value Lever Prioritization

Vitalii Shevchuk, Oleksandr Kondratiuk, Christoph Flöthmann

88-131

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DOI: https://doi.org/10.68485/ijmada.20266116

Navigating Online Threats: Understanding, Evaluating, and Mitigating Online Harassment

Jann Ubana, Khosro Salmani

132-145

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DOI: https://doi.org/10.68485/ijmada.20266120

A Software Interface for Machine Learning Model Applications

Antonios Konomos, Spiros Chountasis

146-162

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DOI: https://doi.org/10.68485/ijmada.20266119

Robust Truth Inference in Crowdsourcing under Adversarial Attacks via Graph Neural Networks

Arif Dağ, Simay Sahin, Mehmet Karaköse

163-178

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DOI: https://doi.org/10.68485/ijmada.20266127

Adaptive Drift Aware Statistical Learning via Decaying Memory Operators

Mohamed Mazloum Salem

179-190

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DOI: https://doi.org/10.68485/ijmada.20266126

Hallucination-Reduced and Robust Accuracy Unit Test Generation

Metin Deder, Simay Sahin, Merve Yilmazer, Mehmet Karaköse

191-205

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DOI: https://doi.org/10.68485/ijmada.20266125

Domain-Specific Ontology Construction and LLMs Fine-tuning for Procurement Knowledge

Vitalii Shevchuk, Daniel Hernandez De Leon, Oleksandr Kondratiuk, Vishwaas Narasinh

206-231

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DOI: https://doi.org/10.68485/ijmada.20266128

AI, Media, and the Protection of Marginalised Voices in Nigeria: A Conceptual Analysis

Olusola Samuel Aina

232-240

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DOI: https://doi.org/10.68485/ijmada.20266136

Leading at the Edge of the Algorithm: A Humanistic Framework for the AI-Augmented C-Suite

Jivi Saran

241-251

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DOI: https://doi.org/10.68485/ijmada.20266146

Social Cognitive Theory and AI Literacy in Secondary Schools in Nigeria: A Quantitative Descriptive Survey

Matthew Taiwo ONI, Gbenga Julius Joseph, Nhlanhla Landa

252-265

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DOI: https://doi.org/10.68485/ijmada.20266149

Algorithmic Bias in Credit Decision-Making: A reflexive thematic analysis of data practitioners in a South African Bank

Ayanda Magida, Alice Wong, Thembekile Olivia Mayayise

266-282

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DOI: https://doi.org/10.68485/ijmada.20266151

Comparative Evaluation of Multilayer Perceptron, Random Forest, and Support Vector Machine for Sepsis Classification Using Longitudinal Structured Clinical Data

Olalekan Okewale, Esther Oduntan, Chibuzo Benjamin Onuike, Olufemi S. Ojo, Sholanke Oluwafunmbi Benedict

283-296

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DOI: https://doi.org/10.68485/ijmada.20266152

A Framework for Optimising Phishing Websites Detection via Ensemble Learning and Synthetic Minority Oversampling Techniques

Daniel Asuquo, Fredrick Umoh, Kingsley Attai, Kingsley Akputu, Avwokuruaye Oghenetega, Kitoye Ebire Okonny, Udoinyang G. Inyang, Isah R. Saidu

297-316

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DOI: https://doi.org/10.68485/ijmada.20266153

Narrating Authority Through Storytelling in Entrepreneurial Podcast Interviews

Gelareh Farhadian, Faezeh S. Aarabi, Dave Keighron

317-335

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DOI: https://doi.org/10.68485/ijmada.20266154

Perceived Architectural Fit in Workplace Reliance on Artificial Intelligence: Evidence from a UTAUT-Based Model

Eric Strandt, Daniel N. Strandt

336-353

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DOI: https://doi.org/10.68485/ijmada.20266155

From Narrative to Algorithm: A Risk Mechanism Theory Index for Urban Infrastructure Investment in Sub-Saharan Africa

Cesar Marolla

354-388

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DOI: https://doi.org/10.68485/ijmada.20266156