Publications
Article · International journal of intelligent engineering and systems · May 31, 2026
Towards an Explainable Decision Support Framework for Educational Program Choice: Evidence from Student Satisfaction Analysis
Aizhan Nazyrova, Assel Omarbekova, Gulmira Bekmanova, Marek Miłosz, Zhanar Lamasheva
Online Learning and AnalyticsExplainable Artificial Intelligence (XAI)Edcuational Technology Systemsexplainable decision supportstudent satisfactionprogram selection
More by Zhanar Lamasheva
- A multilingual heterogeneous knowledge graph framework for curriculum–vacancy–MOOC alignment: edge-weight regression with heterogeneous graph transformers for educational recommendationFrontiers in Artificial Intelligence · 2026
- FROM AN ANNOTATED CORPUS TO AN ONTOLOGY: A FORMAL MODEL OF MULTI-LEVEL SEMANTIC ANNOTATION OF FAKE NEWS IN THE KAZAKH–RUSSIAN MEDIA SPACE (KazFakeCorpus / KazFakeOnto)Russian Digital Libraries Journal · 2026
- An Abstention-Aware, Calibrated Risk-Gated Controller for Canary Deployment under Low ObservabilityEngineering Technology & Applied Science Research · 2026
- A Multi-Model Approach to Academic Performance Prediction Using Student–Semester Educational DataArtificial Intelligence and Applications · 2026
