generative ai

Development of an AI-Based Model for Predicting Cyber Attacks Using ML and Generative Techniques

Across the datasets tested, this hybrid, explainability-aware approach consistently outperformed conventional intrusion detection baselines on prediction accuracy, detection capability and adaptability to new attack types, positioning it as a scalable model for real-time attack prediction and security analysis in moder...

An adaptive multi-objective differential evolution algorithm to fine-tune the constructive cost model constants for software effort estimation

This paper includes new mutation techniques with a Pareto-based differential evolution algorithm, leveraging Generative AI to increase candidate solution diversity and a non-dominated sorting technique to lower the computational complexity involved in Pareto dominance.

Educating for Trustworthy Hybrid AI: Curriculum-Level Hybridization in an MSc AI Program

The rapid development of Large Language Models (LLMs), Knowledge Graphs (KGs), and other heterogeneous AI technologies is changing not only how intelligent systems are designed but also how AI should be taught. As trustworthy AI increasingly emerges from the interaction among neural, generative, symbolic, and agentic p...

AI for "Alphabet without borders": Piloting generative AI for adaptive multilingual literacy materials in the Liliema programme in Senegal

Can Artificial Intelligence be Socratic?

It is argued that SI construct gives the philosophy of AI a normative vocabulary that interfaces classical philosophy with current machine-learning practice.

Human–AI Interaction and Work Transformation: Insights From Tourism Professionals

This study examines how generative AI (GenAI) is reshaping tourism work through tourism professionals’ experiences. Drawing on semi-structured interviews supplemented by contextual fieldnotes with 18 workers across tour guiding, travel consulting, customer service, and tour design in Ho Chi Minh City, Vietnam, the stud...

A Concrete Vision of the MMO Research Platform: A Knowledge-Generation Space Built around Research Islands, Discoverers, and a Permanent Conference

This paper builds on the preceding paper, "MMO Research Platform: A Concept for a Knowledge-Generation Space through Anonymous Collaboration and LLM Moderation," and develops its concrete spatial design, modes of participation, role structure, and operating principles. The previous paper identified a problem in modern...

Scaffold or substitute? First-year students’ and lecturers’ perspectives on generative AI in academic writing at a Ghanaian university

Teacher-guided AI-assisted development of virtual physics laboratories: classroom case studies in secondary physics

Abstract This classroom case study examines the teacher-guided artificial intelligence (AI)-assisted development of virtual physics laboratory activities for secondary education. A generative AI system was used as a rapid prototyping partner to create and iteratively refine interactive simulations, digital measurement...

Sustaining teachers’ epistemic agency in AI-supported instructional design: An exploratory design-based study of a conversational-function approach

The increasing use of generative AI in instructional design raises concerns about cognitive outsourcing, as lesson planning may become overly shaped by algorithmic outputs. Because learning is situated and personalized, sustaining teachers' epistemic agency—responsibility for instructional decisions—is essential for st...

From disclosure to verification: a risk-differentiated framework for the ethical use of AI in academic research

A risk-differentiated verification framework is developed that calibrates verification practice to the epistemic stakes of different AI uses, and argues that the property at stake is warrant: whether content has passed through a process that entitles a reader to rely on it.

Generative AI and Social Media in Higher Education: A Systematic Review

Generative Artificial Intelligence and Social Media in Higher Education: A Systematic Review and Implications for the Cultural and Creative Industries