Imène BRIGUI
Professeur Niveau 1
Thèmes de recherche
1. Systèmes Multi-agents
2. Aide à la décision multicritère
3. Enchères électroniques automatisées
4. Systèmes de recommandation
5. Résolution de conflits / Prise de décision collective
6. Knowledge Management
7. Digital Learning
Publications
Brigui, Imène, Saad, Inès. 2018. Système intelligent pour la prise de décision de groupe dans les organisations: Cas de la gestion des connaissances. La Revue des Sciences de Gestion, 293 : 89-95 p.
Brigui, Imène. 2017. Les enchères dans le commerce électronique: Enjeux et défis pour les systèmes de demain. La Revue des Sciences de Gestion, 285-286 : 135-139 p.
Brigui, Imène, Caillou, Philippe. 2017. Multidimensional Decision Model for Classifying Learners: the case of Massive Online Open Courses (MOOCs). Journal of Decision Systems, 26 (2) : 170-188 p.
Brigui, Imène, Saad, Inès. 2011. Measuring Immaterial Capital for Organizations Using Multicriteria Reference Point Model. International Journal of Business, 16 (3) : 263-271 p.
Brigui, Imène, Saad, Inès. 2011. A Multiagent Approach for Collective Decision Making in Knowledge Management. Group Decision and Negotiation, 20 (1) : 19-37 p.
Saad, Inès, Brigui, Imène. 2008. Système multi-agent argumentatif pour la classification des connaissances cruciales. Revue des Nouvelles Technologies de l’Information, RNTI-E-11 : 679-690 p.
Pinson, Suzanne, Bellosta, Marie-Jo, Vanderpooten, Daniel, Brigui, Imène, Kornman, Sylvie. 2007. Système multi-agents pour des enchères multicritères: modèle et expérimentations. Revue d'Intelligence Artificielle, 21 (5-6) : 703-727 p.
Articles académiques
Brigui, Imène, Caillou, Philippe, Pinson, Suzanne. 2022. Adaptive Strategies for Multicriteria Auctions: An Empirical Study . 4th, Msida, Malta, December 14-15, 2021. University of Malta, 174-184 p. 174-184 p.
Brigui, Imène, Chakhar, Salem. 2022. Dominance Relation Based Ranking Procedure for Automated Reverse Auctions. 3rd, online, 13-20 December 2021. University of Salerno, 137-145 p. 137-145 p.
Nefla, Ons, Ozturk, Meltem, Viappiani, Paolo, Brigui, Imène. 2019. Interactive Elicitation of a Majority Rule Sorting Model with Maximum Margin Optimization. 6th, Durham, NC, USA, October 25–27, 2019. Springer, 141-157 p. 141-157 p.
Nefla, Ons, Ozturk, Meltem, Viappiani, Paolo, Brigui, Imène. 2019. Multi-agent approach for automated elicitation of preferences. Casablanca, Morocco, April 24-26, 2019. Rheinhausen, Germany : KMedu Hub
Brigui, Imène, Caillou, Philippe, Negre, Elsa. 2017. Intelligent Digital Learning: Agent-Based Recommender System . 9th, Singapore, February 24-26, 2017. ACM Association for Computing Machinery, 71-76 p. 71-76 p.
Brigui, Imène. 2015. Multiagent System for Learning Optimization: Case of Massive Open Online Courses. 2nd, Hammamt, Tunisia, April 16-18, 2015. Sfax, Tunisia : Sfax University Press
Brigui, Imène, Saad, Inès. 2009. A Mediating Algorithm for Multicriteria Collaborative Knowledge Classification. 2nd, Chania, Crete, Greece, September 16-18, 2009. Amsterdam : Springer, 147-155 p. 147-155 p.
Communications de conférences
Misra, Rajiv, Kesswani, Nishtha, Rajarajan, Muttukrishnan, Veeravalli, Bharadwaj, Brigui-Chtioui, Imène, Patel, Ashok, Singh, Trilok Nath, Misra, Rajiv, Kesswani, Nishtha, Rajarajan, Muttukrishnan, Veeravalli, Bharadwaj, Brigui, Imène, Patel, Ashok, Singh, T. N. 2023. Advances in data science and artificial intelligence: ICDSAI 2022, IIT Patna, India, April 23-24. Cham : Springer, 1 vol. (XIV-524 p.)
, Garg, Lalit, Sisodia, Dilip Singh, Kesswani, Nishtha, Vella, Joseph G., Brigui, Imène, Xuereb, Peter, Misra, Sanjay, Singh, Deepak. 2022. Information Systems and Management Science: Conference Proceedings of 4th International Conference on Information Systems and Management Science (ISMS) 2021. Cham : Springer, 580 p.
, Troiano, Luigi, Vaccaro, Alfredo, Kesswani, Nishtha, Díaz Rodriguez, Irene, Brigui, Imène. 2022. Progresses in Artificial Intelligence & Robotics: Algorithms & Applications: Proceedings of 3rd International Conference on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR) 2021. Cham : Springer, 184 p.
, Troiano, Luigi, Vaccaro, Alfredo, Tagliaferri, Roberto, Kesswani, Nishtha, Díaz Rodriguez, Irene, Brigui, Imène, Parente, Domenico. 2021. Advances in Deep Learning, Artificial Intelligence and Robotics: Proceedings of the 2nd International Conference on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR) 2020. Berlin : Springer, X, 204 p.
Ouvrages
Nefla, Ons, Brigui, Imène, Ozturk, Meltem, Viappiani, Paolo. 2021. Intelligent agents for Multi-user Preference Elicitation. In Troiano, Luigi, Vaccaro, Alfredo, Tagliaferri, Roberto, Kesswani, Nishtha, Díaz Rodriguez, Irene, Brigui, Imène, Parente, Domenico, Advances in Deep Learning, Artificial Intelligence and Robotics: Proceedings of the 2nd International Conference on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR) 2020. Berlin : Springer
Nefla, Ons, Ozturk, Meltem, Viappiani, Paolo, Brigui, Imène. 2019. Interactive Elicitation of a Majority Rule Sorting Model with Maximum Margin Optimization. In Pekec, Sasa, Venable, Kristen Brent, Algorithmic Decision Theory: 6th International Conference, ADT 2019, Durham, NC, USA, October 25–27, 2019, Proceedings. Springer, 141-157 p.
Brigui, Imène. 2017. Towards Argumentative Multicriteria Reverse auctions. In Saad, Inès, Rosenthal-Sabroux, Camille, Gargouri, Faïez, Information and Knowledge Systems in the Age of Digital. Sfax : Sfax University Press
Brigui, Imène, Caillou, Philippe, Negre, Elsa. 2017. Intelligent Digital Learning: Agent-Based Recommender System. ICMLC 2017: Proceedings of the 9th International Conference on Machine Learning and Computing. New York : ACM, Association for Computing Machinery, 71-76 p.
Brigui, Imène. 2015. Multiagent System for Learning Optimization: Case of Massive Open Online Courses. In Saad, Inès, Rosenthal-Sabroux, Camille, Gargouri, Faïez, Information and knowledge systems : Perspectives and Challenges. Sfax, Tunisia : Sfax University Press
Bouzayane, Sarra, Brigui, Imène, Saad, Inès. 2014. An Argumentation-based Rough Set Theory for Knowledge Management. In Saad, Inès, Rosenthal-Sabroux, Camille, Gargouri, Faïez, Information Systems for Knowledge Management. Wiley, 93-130 p.
Brigui, Imène, Pinson, Suzanne. 2010. A Variable Bid Increment Algorithm for Reverse English auction. In Li Calzi, Marco, Milone, Lucia, Pellizzari, Paolo, Progress in Artificial economics: Computational and Agent-Based Models. Amsterdam : Springer, 41-51 p.
Brigui, Imène, Saad, Inès. 2009. A Mediating Algorithm for Multicriteria Collaborative Knowledge Classification. In Collectif, Visioning and Engineering the Knowledge Society: A Web Science Perspective. Amsterdam : Springer, 147-155 p.
Chapitres d'ouvrages
Brigui, Imène. 2021. Dealing with context in AI. The European Business Review
Brigui, Imène. 2021. How to Make Sense from and with AI?. The European Business Review
Brigui, Imène. 2021. Bien mieux que la data, la data contextualisée !. Forbes France
Brigui, Imène. 2021. IA : si le présent est digital, le futur sera cognitif. Forbes - France
Brigui, Imène. 2017. Préserver la mémoire d'entreprise : 3 étapes à franchir. Courrier Cadres, 112: 63-63 p.
Brigui, Imène. 2017. Capitaliser sur la connaissance: Un enjeu majeur pour les entreprises. Aujourd'hui Le Maroc
Articles de presse
Brigui, Imène. 2021. MarketScan : introduction au Big Data, l'analyse du pricing de produits électroniques. CCMP, Centrale de Cas et de Médias Pédagogiques, I0132 : 7 p.
Brigui, Imène, Nefla, Ons. 2021. Univapp : Modélisation et Automatisation de services de scolarité. CCMP, Centrale de Cas et de Médias Pédagogiques, I0128 : 7 p.
Nefla, Ons, Brigui, Imène. 2018. Leoni-Tunisie: exploitation et gestion de la donnée dynamique et sécurisée. CCMP, Centrale de Cas et de Médias Pédagogiques, I0126 : 7 p.
Brigui, Imène. 2017. U-Report, "votre voix compte" : la plateforme Unicef. CCMP, Centrale de Cas et de Médias Pédagogiques, I0120 : 13 p.
Brigui, Imène. 2016. YourSecurity: implémentation d'un CRM. CCMP, Centrale de Cas et de Médias Pédagogiques, I0116 : 12 p.
Cas pédagogiques
Associations
- Membre de l'Association Française pour l'Intelligence Artificielle (AFIA)
- Reviewer pour Journal of Decision Systems
- Membre du comité scientifique des conférences internationales ICMLC, ICTO, KMIKS
Communications et Séminaires
- Brigui-Chtioui, I., Caillou, P., Negre, E., « Intelligent digital learning : Agent-based recommender system », Proceedings of the International Conference on Machine Learning and Cybernetics, ICMLC 2017, Singapore, 2017
- Brigui-Chtioui, I., « Towards Argumentative Multicriteria Reverse auctions », Proceedings of the International Conference of Knowledge Management, Information and Knowledge Systems (KMIKS 2017), Hammamet, 2017.
- Brigui-Chtioui, I., Saad, I. “Multiagent Framework for Group Multicriteria Classification”, Proceedings of the 2016 IEEE International Conference on Industrial Informatics and Computer Systems (CIICS), Dubaï, 2016.
- Brigui-Chtioui, I., “ Multiagent System for Learning Optimization : Case of Massive Online Open Courses”, Proceedings of the International Conference of Knowledge Management, Information and Knowledge Systems (KMIKS 2015), Hammamet, 2015.
- Brigui-Chtioui, I., Caillou, P. And Pinson, S., « Approche Anytime pour l'ajustement de l'incrément dans les enchères multicritères automatisées », 23èmes Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2015), Rennes, 2015
- Bouzayane, S., Brigui-Chtioui, I. and Saad, I., “An argumentation based Rough Set Theory for Knowledge Management”, Proceedings of the International Conference of Knowledge Management, Information and Knowledge Systems, Hammamet, 2013.
- Bouzayane, S., Brigui-Chtioui, I. and Saad, I., “Argumentative Strategies for Decision-Makers Agents”, Proceedings of the World Summit on the Knowledge Society WSKS, Rome, 2013
- Brigui-Chtioui, I. and Saad, I., “An argumentative based Rough Set Theory for Conflicts resolution”, Proceedings of the International Conference on Knowledge Management and Knowledge Economy ICKMKE, Dubai, 2013
- Brigui-Chtioui, I., Saad, I., «A conflict-solving perspective on collaborative knowledge classification : Application of a non compensatory multicriteria model », Isociety conference, London, 2011.
- Brigui-Chtioui, I., Pinson, S. " A Variable Bid Increment Algorithm for Reverse English auction ", Artificial Economics Conference, Treviso, 2010.
- Brigui-Chtioui, I., Pinson, S. " Multicriteria models for automated auctions ", Group Decision and Negotiation Conference, Delft, 2010.
- Brigui-Chtioui, I., Saad, I., " A Mediating Algorithm for Multicriteria Collaborative Knowledge Classification ", Proceedings of the Second World Summit on the Knowledge Society WSKS, Crete, 2009.
- Brigui-Chtioui, I., Saad, I., " Solving Conflicts in Knowledge Management System: A Multiagent Approach ", In Proceedings of the 12th International Symposium on the Management of Industrial and Corporate Knowledge (ISMICK'08), pp.150-161, Nitero, Rio de Janeiro, 2008.
- Saad, I., Brigui-Chtioui, I., " An Agent-based Argumentative approach for knowledge classification ", Proceedings of the Workshop on Knowledge Management and Organisational Memories, 20th International Joint Conference on Artificial Intelligence-IJCAI 2007, pp. 76-82, Hyderabad, 2007.
- Brigui-Chtioui, I., Saad, I., " Solving conflicts in crucial knowledge classification: a multiagent approach ", Proceedings of the 2007 IADIS International Conference on Applied Computing, pp. 282-288, Salamanca, 2007.
- Bellosta, M.J, Brigui, I., Kornman, S., Vanderpooten, D., " A multicriteria model for electronic auctions ", Proceedings of the 19th Annual ACM Symposium on Applied Computing (SAC 2004), pp. 759-765, Cyprus, 2004.
- Brigui-Chtioui, I., Saad, I. " Système multi-agent argumentatif pour la classification des connaissances cruciales ", Conférence Extraction et Gestion des Connaissances, pp. 679-690, Sophia Antipolis, 2008.
- Brigui, I., Bellosta, M.J., Kornman, S., Pinson, S., Vanderpooten, D., " Un mécanisme de négociation multicritère pour le commerce électronique ", Actes du 14ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle (RFIA 2004), pp. 1009–1016, Toulouse, 2004