Houssam El Aouifi

Predicting learner’s performance through video sequences viewing behavior analysis using educational data-mining

Houssam El Aouifi, Mohamed El Hajji, Youssef Es-Saady et al. · Education and Information Technologies · 2021 · 45 citations · Full text

Educational Data-mining, Engineering, Video Analysis +13

Video-Based Learning Recommender Systems: A Systematic Literature Review

Houssam El Aouifi, Mohamed El Hajji, Youssef Es-Saady et al. · IEEE Transactions on Learning Technologies · 2023 · 12 citations

Predicting student academic performance using Bi-LSTM: a deep learning framework with SHAP-based interpretability and statistical validation

Emi Kalita, Abdullah Mana Alfarwan, Houssam El Aouifi et al. · Frontiers in Education · 2025 · 12 citations · Full text

An Architecture for Intelligent Tutoring in Virtual Reality: Integrating LLMs and Multimodal Interaction for Immersive Learning

Mohamed El Hajji, Tarek Ait Baha, Anas Berka et al. · Information · 2025 · 12 citations · Full text

LSTM-SHAP based academic performance prediction for disabled learners in virtual learning environments: a statistical analysis approach

Emi Kalita, Houssam El Aouifi, Ashima Kukkar et al. · Social Network Analysis and Mining · 2025 · 12 citations · Full text