Roger Nkambou

Publications

• 2026
  Tato, A., Nkambou, R. (2026) Constrained Multimodal Neural Networks for Interpretable Adaptation Rule Extraction in Game-Based Learning. Zenodo (CERN European Organization for Nuclear Research). European Organization for Nuclear Research.
  DOI
• 2026
  Nkambou, R., Nfor, E., Kengne, D. (2026) PedRAG: Do LLM Tutors Practice What They Preach? Preventing Behavioral Hallucinations through Theory-Grounded Runtime Control. Zenodo (CERN European Organization for Nuclear Research). European Organization for Nuclear Research.
  DOI
• 2026
  Kengne, D., Mankejeu, V., Nkambou, R., Tato, A. (2026) Towards a Neurosymbolic Cognitive Digital Twin for Aircraft Pilots: An Ontology-Driven ACT-R Architecture for Procedural Behavior Modeling. Lecture notes in computer science, 299-318. Springer Science+Business Media.
  DOI
• 2025
  Courtemanche, M. A., Nkambou, R., Valéry, P. (2025) A Unified Ontological Approach for Modeling Domain Theory and Procedures: Applications, Issues and Prospects. Lecture notes in computer science, 270-280. Springer Science+Business Media.
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• 2025
  Tato, A., Nkambou, R. (2025) Can LLMs Generate Accurate Bayesian Networks to Enhance Knowledge Tracing ?. Lecture notes in computer science, 319-332. Springer Science+Business Media.
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• 2025
  Minn, S., Nkambou, R. (2025) Enhanced Interpretable Knowledge Tracing for Students’ Performance Prediction with Human-understandable Feature Space. Lecture notes in computer science, 423-430. Springer Science+Business Media.
  DOI
• 2025
  Tchio, G. C. T., Nkambou, R., Psyché, V., Tato, A. (2025) Enhancing Pilot Training and Decision-Making Using Ontologies: A Cognitive Assistance Approach. Lecture notes in computer science, 59-73. Springer Science+Business Media.
  DOI
• 2025
  Tato, A., Nkambou, R. (2025) Leveraging LLMs for Bayesian and Deep Knowledge Tracing in the Logic-Muse Intelligent Tutoring System. Lecture notes in computer science, 182-191. Springer Science+Business Media.
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• 2025
  Kengne, D., Nkambou, R., Tato, A., Lacourarie, C. (2025) Towards Predicting Complex Carpooling Trajectories with Context-Augmented BERT-LLM in Chaotic Environments. Lecture notes in computer science, 419-431. Springer Science+Business Media.
  DOI
• 2024
  Homte, J. S. K., Batchakui, B., Nkambou, R. (2024) Optimization of Information Retrieval Systems for Learning Contexts. International Journal of Artificial Intelligence in Education, 65-95. Springer Science+Business Media.
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• 2024
  Kenmogne, E. B., Tetakouchom, I., Djamegni, C. T., Nkambou, R., Cabrel, T. F. L. (2024) An Improved Algorithm for Extracting Frequent Gradual Patterns. Informatica, 577-600. IOS Press.
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• 2024
  Tchio, G. C. T., Nkambou, R., Nyamen, A. A. T., Psyché, V. (2024) Handling of Abnormal Aircraft Takeoff Procedures: Cognitive Modeling of an ACT-R Synthetic Pilot Integrating an Ontological Reference Model. Lecture notes in networks and systems, 448-461. Springer International Publishing.
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