| 2025 | MEDI | Job Recommendation Using Heterogeneous Graph Convolutional Networks and LDA Model. | Lamia Berkani, Ryma Tharouma, Fatima Benbarek |
| 2024 | MEDI | A GNN-Based Framework for Ontology Matching. | Samira Oulefki, Lamia Berkani |
| 2024 | WISE | Concepts and Relations Features Are All You Need for Embedding-Based Ontology Matching. | Samira Oulefki, Lamia Berkani, Nassim Boudjenah, Ladjel Bellatreche, Acha Mokhtari |
| 2023 | AICCSA | Sentiment based hybrid deep learning for recommender models. | Lamia Berkani, Ilyes Djerfaf, Mouaadh Hamed Abdelouahab |
| 2023 | IC3K | Attentional Sentiment and Confidence Aware Neural Recommender Model. | Lamia Berkani, Lina Ighilaza, Fella Dib |
| 2023 | MEDI | Social Recommendation Using Deep Auto-encoder and Confidence Aware Sentiment Analysis. | Lamia Berkani, Abdelhakim Ghiles Hamiti, Yasmine Zemmouri |
| 2023 | MEDI | Ontology Matching Using Multi-head Attention Graph Isomorphism Network. | Samira Oulefki, Lamia Berkani, Nassim Boudjenah, Imad Eddine Kenai, Acha Mokhtari |
| 2021 | MEDI | Social Neural Hybrid Recommendation with Deep Representation Learning. | Lamia Berkani, Dyhia Laga, Abdelhak Aissat |
| 2019 | MEDI | Social-Based Collaborative Recommendation: Bees Swarm Optimization Based Clustering Approach. | Lamia Berkani |
| 2019 | WorldCIST | Optimized Community Detection in Social Networks. | Lamia Berkani, Sara Madani, Soumeya Mekherbeche |
| 2015 | AICCSA | SSCF: A semantic and social-based collaborative filtering approach. | Lamia Berkani |
| 2013 | IC3K | Semantic Collaborative Filtering for Learning Objects Recommendation. | Lamia Berkani, Omar Nouali |
| 2011 | IC3K | Semantics and Knowledge Capitalization in Online Communities of Practice of e-Learning. | Lamia Berkani, Azeddine Chikh, Omar Nouali |
| 2008 | WEBIST | IMS-CLD: A New Specification for Learning Scenarios in CoPEs. | Azeddine Chikh, Lamia Berkani, Akila Sarirete |