Latest Research in Intelligent Tutoring Systems and Adaptive Learning

55 research papers · 2026 median publication year

Top Research Topics in Intelligent Tutoring Systems and Adaptive Learning

Highest-Cited Papers

  1. EKT-XAI: an integrated framework for scalable and explainable knowledge tracing with lightweight transformers
  2. DESIGNING LESSONS THROUGH WEB-BASED PLATFORMS: AN INTEGRATION OF DIGITAL EDUCATIONAL TECHNOLOGIES AND INSTRUCTIONAL METHODOLOGY
  3. An Interpretable Exercise Recommendation System Combining Semantic Enhancement and Cognitive Forgetting Modeling
  4. Advanced Certificate in Accounting and Finance | Learn Practical Skills
  5. Gauthmath as AI-Assisted Scaffolding in Secondary Mathematics: Learner Achievement and Acceptability in Combinatorics
  6. Research on knowledge graph-driven adaptive learning path generation for vehicle and transportation engineering courses
  7. A KG-DRL framework for post course competition certificate integration and path generation in civil aviation vocational colleges
  8. Gauthmath as AI-Assisted Scaffolding in Secondary Mathematics: Learner Achievement and Acceptability in Combinatorics
  9. Multiple intelligence profiles vis-à-vis speaking achievements: evidence from Ethiopian EFL university students
  10. Adaptive large language model scaffolding supports online programming education through learning analytics and knowledge tracing
  11. Designing Against Deskilling: Metacognitive Feedback Reduces Cognitive Offloading to LLM Assistants
  12. Impact of a vocational-oriented course on high school students’ knowledge, attitudes, and workplace soft skills for creative industries: a three-year study
  13. Agentic AI in educational environments and its association with social and motivational pathways to learning performance
  14. Critical thinking and technostress among university students: the mediating role of AI-related academic self-efficacy
  15. From personal best goals to engagement in AI-supported language learning: The achievement goal theory perspective
  16. Adaptive Learning Mechanisms for Learning Management Systems: A Scoping Review and Practical Considerations
  17. PersonaPath: Towards Knowledge-Centric Personalized Learning Path Planning
  18. MoC-KT: Mixture of Convolutions for Knowledge Tracing
  19. Teaching Practices for Scientific Argumentation in K–12 Classrooms
  20. The Physics of Learning: How Race-Architecture Constraints Explain What We Know About Teaching, Communication, and Understanding
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L3 Region - - 2026 Sep Q3

Intelligent Tutoring Systems and Adaptive Learning

55 papers

Top Topics (10)

Intelligent Tutoring Systems and Adaptive Learning12
Science Education and Pedagogy5
Online Learning and Analytics3
Accounting Education and Careers2
Mathematics Education and Teaching Techniques2
Human-Computer Interaction2
Artificial Intelligence2
Visual and Cognitive Learning Processes2
Digital literacy in education1
Advanced Graph Neural Networks1

Top Publications (20)

1.EKT-XAI: an integrated framework for scalable and explainable knowledge tracing with lightweight transformers2.DESIGNING LESSONS THROUGH WEB-BASED PLATFORMS: AN INTEGRATION OF DIGITAL EDUCATIONAL TECHNOLOGIES AND INSTRUCTIONAL METHODOLOGY3.An Interpretable Exercise Recommendation System Combining Semantic Enhancement and Cognitive Forgetting Modeling4.Advanced Certificate in Accounting and Finance | Learn Practical Skills5.Gauthmath as AI-Assisted Scaffolding in Secondary Mathematics: Learner Achievement and Acceptability in Combinatorics6.Research on knowledge graph-driven adaptive learning path generation for vehicle and transportation engineering courses7.A KG-DRL framework for post course competition certificate integration and path generation in civil aviation vocational colleges8.Gauthmath as AI-Assisted Scaffolding in Secondary Mathematics: Learner Achievement and Acceptability in Combinatorics9.Multiple intelligence profiles vis-à-vis speaking achievements: evidence from Ethiopian EFL university students10.Adaptive large language model scaffolding supports online programming education through learning analytics and knowledge tracing11.Designing Against Deskilling: Metacognitive Feedback Reduces Cognitive Offloading to LLM Assistants12.Impact of a vocational-oriented course on high school students’ knowledge, attitudes, and workplace soft skills for creative industries: a three-year study13.Agentic AI in educational environments and its association with social and motivational pathways to learning performance14.Critical thinking and technostress among university students: the mediating role of AI-related academic self-efficacy15.From personal best goals to engagement in AI-supported language learning: The achievement goal theory perspective16.Adaptive Learning Mechanisms for Learning Management Systems: A Scoping Review and Practical Considerations17.PersonaPath: Towards Knowledge-Centric Personalized Learning Path Planning18.MoC-KT: Mixture of Convolutions for Knowledge Tracing19.Teaching Practices for Scientific Argumentation in K–12 Classrooms20.The Physics of Learning: How Race-Architecture Constraints Explain What We Know About Teaching, Communication, and Understanding
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