Ngoc Luyen LE
- Heuristique et Diagnostic des Systèmes Complexes [Compiègne] (Heudiasyc)
- Gamaizer.ai
Publications
Publications
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MRGEN: A CONCEPTUAL FRAMEWORK FOR LLM-POWERED MIXED REALITY AUTHORING TOOLS FOR EDUCATIONThe Mobile Learning 2026 International Conference, Mar 2026, Zagreb, Croatia |
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How Well Do LLMs Predict Prerequisite Skills? Zero-Shot Comparison to Expert-Defined Concepts2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2025), IEEE, Oct 2025, Vienne, Australia |
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Automated Skill Decomposition Meets Expert Ontologies: Bridging the Granularity Gap with LLMs17th International Conference on Management of Digital Ecosystems (MEDES 2025), Nov 2025, Ho Chi MInh City, Vietnam |
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Extraction de relations multi-étiquettes en utilisant des modèles pré-entraînés et des couches de TransformerActes de l'atelier TextMine 2025, La conférence Extraction et Gestion des Connaissances (EGC), Jan 2025, Strabourg, France |
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Vers un cadre ontologique pour la gestion des compétences : à des fins de formation, de recrutement, de métier, ou de recherches associées36es Journées francophones d'Ingénierie des Connaissances (IC 2025) @ Plate-Forme Intelligence Artificielle (PFIA 2025), Jun 2025, Dijon, France. pp.120-125 |
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Enhancing Recommender Systems Using Textual Embeddings from Pre-trained Language Models8th International Conference on Information Technology & Systems (ICITS'25), Jan 2025, Mexico City, Mexico. pp.93-103, ⟨10.1007/978-3-031-93103-1_10⟩ |
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Context-Aware Multi-Criteria Recommender Systems Using Variable Selection Networks11th International Conference on Advanced Intelligent Systems and Informatics (AISI 2025), Jan 2025, Port Said, Egypt. pp.3-15, ⟨10.1007/978-3-031-81308-5_1⟩ |
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Joint Group Profiling and Recommendation via Deep Neural Network-based Multi-Task Learning28th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2025), May 2025, Compiègne, France |
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Modeling and Visualizing Competency Progression: A Semantic Integration of Pedagogical Graphs and Generative AI2e International Meeting for Innovative Pedagogy 2025 (IMIP25), Apr 2025, Compiègne, France |
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From Individual to Group: Developing a Context-Aware Multi-Criteria Group Recommender System16th International Conference on Management of Digital EcoSystems (MEDES 2024), Nov 2024, Naple, Italy. ⟨10.1007/978-3-031-93598-5_6⟩ |
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Designing a User Contextual Profile Ontology: A Focus on the Vehicle Sales Domain6th International Conference on Information and Knowledge Systems (ICIKS 23), Jun 2023, Portsmouth (UK), United Kingdom. pp.197-212, ⟨10.1007/978-3-031-51664-1_14⟩ |
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Recognizing Similar Crises through the Application of Ontology-based Knowledge Mining57th Hawaii International Conference on System Sciences (HICSS 2024), Jan 2024, Hawaii, United States |
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Exploring Weighted Property Approaches for RDF Graph Similarity Measure27th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2024), May 2024, Tianjin, China. pp.3104-3109, ⟨10.1109/CSCWD61410.2024.10580431⟩ |
Ontology-based crisis simulation system for population sheltering management42ème INFormatique des ORganisations et Systèmes d’Information et de Décision (Inforsid 2024), May 2024, Nancy, France. pp.56-58 |
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Système de simulations de crises, basé sur une ontologie, pour la mise à l'abri des populations.42ème édition INFormatique des ORganisations et Systèmes d’Information et de Décision (INFORSID 2024), May 2024, Nancy, France. pp.57-58 |
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A Constraint-based Recommender System via RDF Knowledge Graphs26th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2023), May 2023, Rio de Janeiro, Brazil. pp.849-854, ⟨10.1109/CSCWD57460.2023.10152701⟩ |
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Système de recommandations basé sur les contraintes pour les simulations de gestion de crise34es Journées francophones d'Ingénierie des Connaissances (IC 2023), Jul 2023, Strasbourg, France |
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Construction d'un système de recommandation basé sur des contraintes via des graphes de connaissances34es Journées francophones d'Ingénierie des Connaissances (IC 2023), Jul 2023, Strasbourg, France. pp.85-90 |
Constraint-based recommender system for crisis management simulations56th Hawaii International Conference on System Sciences(HICSS 2023), Jan 2023, Hawaii, United States. pp.1778-1787 |
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Improving Semantic Similarity Measure Within a Recommender System Based-on RDF Graphs6th International Conference on Information Technology & Systems (ICITS 2023), Apr 2023, Cusco, Peru. pp.463-474, ⟨10.1007/978-3-031-33258-6_42⟩ |
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CCG Supertagging Using Morphological and Dependency Syntax InformationInternational Conference on Computational Linguistics and Intelligent Text Processing, Apr 2019, La Rochelle, France. pp.608-621, ⟨10.1007/978-3-031-24337-0_43⟩ |
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A Personalized Recommender System Based-on Knowledge Graph Embeddings3rd International Conference on Artificial Intelligence and Computer Vision (AICV2023), Mar 2023, Marrakesh, Morocco. pp.368-378, ⟨10.1007/978-3-031-27762-7_35⟩ |
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CORec-Cri: How Collaborative and Social Technologies Can Help to Contextualize Crises?2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2023), Oct 2023, Honolulu, Hawaii, United States. pp.4625-4630, ⟨10.1109/SMC53992.2023.10394630⟩ |
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Combining Embedding-Based and Semantic-Based Models for Post-Hoc Explanations in Recommender Systems2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2023), Oct 2023, Honolulu, HI, United States. pp.4619-4624, ⟨10.1109/SMC53992.2023.10394410⟩ |
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Apport des ontologies pour le calcul de la similarité sémantique au sein d'un système de recommandation33ème Journées Francophones d'Ingénierie des Connaissances (IC 2022), Jun 2022, Saint-Étienne, France. pp.189-198, ⟨10.48550/arXiv.2205.12539⟩ |
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Towards an Ontology-based Recommender System for the Vehicle Domain3rd International Conference on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR), Dec 2021, Salerno, Italy. pp.107-116 |
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Towards a DRS Parsing Framework for FrenchSNAMS 2019 : Sixth International Conference on Social Networks Analysis, Management and Security, Oct 2019, Granada, Spain. ⟨10.1109/SNAMS.2019.8931868⟩ |
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Development of a knowledge system for Big Data: Case study to plant phenotyping dataWIMS: Web Intelligence, Mining and Semantics, Mines Ales, Jun 2016, Nîmes, France. pp.1-9, ⟨10.1145/2912845.2912869⟩ |
Integrating context and criteria: a multi-head attention-based approach for multi-criteria group recommender systemsWorld Wide Web, 2025, 28 (4), pp.50. ⟨10.1007/s11280-025-01358-8⟩ |
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Enhancing Context‐Aware Recommender Systems Through Deep Feature Interaction LearningJournal of Multi-Criteria Decision Analysis, 2025, 32 (1), ⟨10.1002/mcda.70012⟩ |
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Ontology-based crisis simulation system for population sheltering managementSIMULATION: Transactions of The Society for Modeling and Simulation International, 2023, 100 (4), pp.379-399. ⟨10.1177/00375497231214563⟩ |
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French language DRS parsingComputation and Language [cs.CL]. Ecole nationale supérieure Mines-Télécom Atlantique, 2020. English. ⟨NNT : 2020IMTA0202⟩ |
Benchmarcking Application main portal2016 |
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Development of a generic indexing tool to optimize the use of biological dataJOBIM: Journées Ouvertes Biologie Informatique Mathématiques, Jul 2015, Clermont-Ferrand, France. , Post-096 (#21), 2015 |