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AI in Education, Volume 2, Issue 3

2026 September - 11 articles

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Articles (11)

  • Article
  • Open Access
36 Views
23 Pages

Toward Socially Accountable Data Science Education: Proposing a Conceptual Framework for Integrating Explainable AI (XAI) and Accountability Principles

  • Brady D. Lund,
  • Kinza Alizai,
  • Eunice Amoje,
  • Anuradha Chandrasekaran,
  • Stefan Darvischi,
  • Jeanne Denmark,
  • Nishanth Joseph Paulraj,
  • Lalitha Nallamothula,
  • Antonio Paes and
  • Bavya Sri Vemulapalli

17 September 2026

As artificial intelligence systems increasingly serve as a gateway for access to information, economic opportunity, and civic life, higher education programs training AI developers must evolve to prepare practitioners who are not only technically pro...

  • Article
  • Open Access
355 Views
20 Pages

5 September 2026

This study investigates psychological profiles associated with trust in artificial intelligence (AI) among university students using an interpretable machine learning (ML) approach. Although AI tools are becoming increasingly embedded in higher educa...

  • Article
  • Open Access
581 Views
32 Pages

AI Personas: Can LLMs Replace Fieldwork in Experiential Learning?

  • Imad Elhajj,
  • Aline Germani,
  • Joanna Maria Farah,
  • Diana Sabbagh and
  • Jana Hajj Hassan

2 September 2026

Given the rapid advancements in Artificial Intelligence (AI) tools, endless potential is reshaping how students learn, exceeding the boundaries of time, place and the variety of learning modalities. This study explores the ability of AI personas to r...

  • Article
  • Open Access
712 Views
21 Pages

18 August 2026

The rapid integration of artificial intelligence (AI) into educational settings presents a profound challenge for teacher education. This study examines how pioneering teacher educators in Israeli colleges of education perceive their role in training...

(This article belongs to the Topic Generative AI in Higher Education: Assessment, AI Literacy, and Responsible Innovation)
  • Perspective
  • Open Access
426 Views
24 Pages

3 August 2026

Since the onset of the COVID-19 pandemic, children and adolescents across Europe have experienced a significant rise in mental health challenges, including anxiety, depression, and behavioural disorders. Schools have observed a marked shift in social...

  • Article
  • Open Access
614 Views
19 Pages

2 August 2026

Critically using generative AI (genAI) tools, such as comparing their outputs with other sources or the literature, is vital for students to avoid risks of reduced cognitive processing and inaccurate results. We propose two potential protective facto...

  • Article
  • Open Access
393 Views
25 Pages

1 August 2026

Assessment feedback on complex written reports remains one of the most persistent and resource-intensive challenges in higher education. However, no principled framework exists for deciding which feedback tasks might appropriately involve artificial...

  • Article
  • Open Access
584 Views
38 Pages

A Personalized Learning Path Problem Based on the Cognitive Theory of Multimedia Learning

  • Sean Mochocki,
  • Mark Reith,
  • Laurence D. Merkle,
  • Paolo J. Singh,
  • Jonathan Zemmer,
  • Ralucca Gera,
  • Gilbert Peterson,
  • John Jasper and
  • Brett Borghetti

20 July 2026

Educators increasingly rely on e-learning to supplement traditional classroom learning. Personalized learning paths (PLPs) have emerged as one type of supplement. A PLP is a sequence of learning materials (LMs) and activities that are selected accord...

  • Article
  • Open Access
797 Views
24 Pages

Artificial intelligence (AI) is reshaping higher education worldwide, raising tensions between efficiency, equity, and autonomy. This paper examines these dynamics in South Africa and Kenya, two countries that illustrate distinct governance framework...

  • Article
  • Open Access
795 Views
39 Pages

This paper presents the Master’s Dissertation Marking Framework (MDMF), a longitudinally developed framework designed to support fairer and more transparent master’s dissertation assessment. The framework was developed through a multi-pha...

  • Article
  • Open Access
865 Views
17 Pages

Artificial Intelligence (AI) in Music Education Ecology: AI as an Agent for Understanding, Meaning-Making, and Creative and Cognitive Growth

  • Javier Félix Merchán-Sánchez-Jara,
  • Sara González-Gutiérrez,
  • María Navarro-Cáceres,
  • Enrique González-Gutiérrez,
  • Juan José Navarro-Cáceres,
  • Carlos Sánchez García and
  • Javier Cruz-Rodríguez

The integration of artificial intelligence into music education represents a structural transformation that transcends the mere incorporation of technological tools to become central to the construction of knowledge. This paradigm shift moves pedagog...

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AI Educ. - ISSN 3042-8130