SMILE: Système Multi-agent, Interaction, Langage, Evolution
The research activities of the SMILE team (Multi-agent Systems, Interaction, Language, Evolution [French: Système Multi-agent, Interaction, Langage, Evolution]) center on the multi-agent system paradigm. This paradigm is used to study, model and implement distributed or concurrent systems composed of intelligent and autonomous entities (including artificial agents and humans) that interact with each other. The main lines of research include the design and development of new, engine-embedded multi-agent models, Web Science research, serious and ludic games, semantic web and ontologies, argumentation and reasoning with preferences.
Members
Staff
- Abdelkader Gouaich, Assistant Professor UM
- Souhila Kaci, Professor UM
- Fabien Michel, Assistant Professor UM
- Tiberiu Stratulat, Assistant Professor UM
Associates & Students
- Stefano Alessandro Cerri, Long-term Guest, Professor Emeritus UM
- Hector Roussille, PhD student CEA
- François Suro, CDD Teaching Researcher UM
Publications 2014 - 2019: Evaluation period
International Journals
2019
- Rehabilitation of the upper arm early after stroke: Video games versus conventional rehabilitation. A randomized controlled trialIsabelle Laffont, Jerome Froger, Claire Jourdan, Karima Bakhti, Liesjet E.H. van Dokkum, Abdelkader Gouaich, Huei Yune Bonnin, Philippe Armingaud, Audrey Jaussent, Marie Christine Picot, Emmanuelle Le Bars, Arnaud Dupeyron, Caroline Arquizan, Anthony Gélis, Denis MottetAnnals of Physical and Rehabilitation Medicine, Elsevier Masson, 2019. <10.1016/j.rehab.2019.10.009>
2018
- Discovering Program Topoi via Hierarchical Agglomerative ClusteringCarlo Ieva, Arnaud Gotlieb, Souhila Kaci, Nadjib LazaarIEEE Transactions on Reliability, Institute of Electrical and Electronics Engineers, 2018, 67 (3), pp.758-770.
- A novel framework for biomedical entity sense inductionJuan Antonio Lossio-Ventura, Jiang Bian, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireJournal of Biomedical Informatics, Elsevier, 2018, 84, pp.31-41.
- Harnessing the power of unified metadata in an ontology repository: the case of AgroPortalClement Jonquet, Anne Toulet, Biswanath Dutta, Vincent EmonetJournal on Data Semantics, Springer, 2018, pp.1-31.
- Enhanced Functionalities for Annotating and Indexing Clinical Text with the NCBO Annotator+Andon Tchechmedjiev, Amine Abdaoui, Vincent Emonet, Soumia Melzi, Jitendra Jonnagaddala, Clement JonquetBioinformatics, Oxford University Press (OUP), 2018, 34 (11), pp.1962-1965.
- ViewpointS: capturing formal data and informal contributions into an adaptive knowledge graphPhilippe Lemoisson, Guillaume Surroca, Clement Jonquet, Stefano A. CerriInternational Journal of Knowledge and Learning, Inderscience, 2018, 12 (2). <10.1504/IJKL.2017.10012219>
- Modeling oil palm pollinator dynamics using deterministic and agent-based approaches. Applications on fruit set estimates. Some preliminary resultsYves Dumont, Jean-Christophe Soulié, Fabien MichelMathematical Methods in the Applied Sciences, Wiley, 2018, Special Issue: Biomathematics/Advanced Analysis in Pure & Applied Sciences, 41 (18), pp.8545-8564.
- AgroPortal: A vocabulary and ontology repository for agronomyClement Jonquet, Anne Toulet, Elizabeth Arnaud, Sophie Aubin, Esther Dzale Yeumo, Vincent Emonet, John Graybeal, Marie-Angélique Laporte, Mark Musen, Valeria Pesce, Pierre LarmandeComputers and Electronics in Agriculture, Elsevier, 2018, 144, pp.126-143.
2017
- Developing data interoperability using standards: A wheat community use caseEsther Yeumo, Michaël Alaux, Elizabeth Arnaud, Sophie Aubin, Ute Baumann, Patrice Buche, Laurel Cooper, Robert Davey, Richard Fulss, Clement Jonquet, Marie-Angélique Laporte, Pierre Larmande, Cyril Pommier, Vassilis Protonotarios, Carmen Reverte, Rosemary Shrestha, Imma Subirats, Aravind Venkatesan, Alex Whan, Hadi QuesnevilleF1000Research, Faculty of 1000, 2017, 6 (1843), pp.1843.
- Trajectory formation principles are the same after mild or moderate strokeDenis Mottet, Liesjet Elisabeth Henriette van Dokkum, Jérôme Froger, Abdelkader Gouaich, Isabelle LaffontPLoS ONE, Public Library of Science, 2017, 12 (3), pp.e0173674.
- NCBO Ontology Recommender 2.0: an enhanced approach for biomedical ontology recommendationMarcos Martínez-Romero, Clement Jonquet, Martin J. O’connor, John Graybeal, Alejandro Pazos, Mark MusenJournal of Biomedical Semantics, BioMed Central, 2017, 8 (21). <10.1186/s13326-017-0128-y>
2016
- Optimization in temporal qualitative constraint networksJean-François Condotta, Souhila Kaci, Yakoub SalhiActa Informatica, Springer Verlag, 2016, 53 (2), pp.149-170.
- Biomedical term extraction: overview and a new methodologyJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireInformation Retrieval Journal, Springer, 2016, Medical Information Retrieval, 19 (1), pp.59-99.
2015
- Adaptation in serious games for upper-limb rehabilitation: An approach to improve training outcomesNadia Hocine, Abdelkader Gouaich, Stefano A. Cerri, Denis Mottet, Jérome Froger, Isabelle LaffontUser Modeling and User-Adapted Interaction, Springer Verlag, 2015, 25 (1), pp.65-98.
2014
- Towards a mixed approach to extract biomedical terms from text corpusJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireInternational journal of Knowledge Discovery in Bioinformatics, IGI Global, 2014, 4 (1), pp.1-15.
International Communications
2020
- Entre global et local, une méthode pour améliorer notre confiance dans les modèles multi-agentsFabien Michel, Jean-Christophe Soulié, Yves DumontJournées Francophones de la Modélisation et de la Simulation (JFMS), Nov 2020, Cargèse, France. <https://devs-network.org/jfms-2020/>
- Prise de Position : Projet C2C – Véhicules connectés et acceptabilité par l’humainFilipo Studzinski Perotto, Stéphanie Combettes, Valérie Camps, Fabien Michel, Kristell Aguilar Alarcon, Loïc Caroux, Maxime Delmas, Marie-Pierre Gleizes, Elsy Kaddoum, Elodie Labeye, Céline Lemercier, Guilhem Marcillaud, Pierre-Vincent Paubel, Franck Perret, Maxime PéronLes Journées Francophones de la Modélisation et de la Simulation (JFMS 2020), Nov 2020, Cargèse, France. pp.1-5.
- Serendipitous Learning Fostered by Brain State Assessment and Collective WisdomStefano A. Cerri, Philippe Lemoisson2nd International Conference on Brain Function Assessment in Learning (BFAL), Oct 2020, Heraklion, Crete, Greece. pp.125-136.
- ViewpointS: A Collective BrainPhilippe Lemoisson, Stefano A. Cerri2nd International Conference on Brain Function Assessment in Learning (BFAL), Oct 2020, Heraklion, Crete, Greece. pp.34-44.
- Input Addition and Deletion in Reinforcement: Towards Learning with Structural ChangesIago Bonnici, Abdelkader Gouaich, Fabien Michel19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), May 2020, Auckland, New Zealand. <https://aamas2020.conference.auckland.ac.nz/>
2019
- VWA: ViewpointS Web Application to Assess Collective Knowledge BuildingPhilippe Lemoisson, Stefano A. Cerri, Clarel Rakotondrahaja, Aroniaina Safidy Précieux Andriamialison, Harish Sankar11th International Conference on Computational Collective Intelligence (ICCCI), Sep 2019, Hendaye, France. pp.3-15.
- Recent progresses in data and knowledge integration for decision support in agri-food chainsSophie Aubin, Pierre Bisquert, Patrice Buche, Juliette Dibie-Barthelemy, Liliana Ibanescu, Clement Jonquet, Catherine RousseyIC 2019 - Journées francophones d'Ingénierie des Connaissances, AFIA, Jul 2019, Toulouse, France. pp.43-59.
- Effects of Input Addition in Learning for Adaptive Games: Towards Learning with Structural ChangesIago Bonnici, Abdelkader Gouaich, Fabien MichelEvoApplications: Applications of Evolutionary Computation, Apr 2019, Leipzig, Germany. pp.172-184.
- Deploying Smart Program Understanding on a Large Code BaseCarlo Ieva, Arnaud Gotlieb, Souhila Kaci, Nadjib LazaarAiTest: Artificial Intelligence Testing, Apr 2019, San Francisco, United States. pp.73-80.
2018
- Complex Task Ontology Conceptual Modelling: Towards the Development of the Agriculture Operations Task OntologyElcio Abrahão, André Riyuiti Hirakawa10th International Conference on Knowledge Engineering and Ontology Development (KEOD), Sep 2018, Seville, Spain. pp.287-294.
- CLEAR: Argumentation Framework for Constructing and Evaluating Deductive Mathematical ProofsNadira Boudjani, Abdelkader Gouaich, Souhila Kaci7th International Conference on Computational Models of Argument (COMMA 2018), Sep 2018, Varsovie, Poland. pp.281-288.
- Preference in Abstract ArgumentationSouhila Kaci, Leendert van der Torre, Serena Villata7th International Conference on Computational Models of Argument (COMMA), Sep 2018, Warsaw, Poland. pp.405-412.
- ViewpointS: towards a Collective BrainPhilippe Lemoisson, Stefano A. CerriICCCI: International Conference on Computational Collective Intelligence, Sep 2018, Bristol, United Kingdom. pp.3-12.
- Projet VisaTM : l'interconnexion OpenMinTeD – AgroPortal – ISTEX, un exemple de service de Text et Data Mining pour les scientifiques françaisFabienne Kettani, Stéphane Schneider, Sophie Aubin, Robert Bossy, Claire François, Clement Jonquet, Andon Tchechmedjiev, Anne Toulet, Claire NédellecIC: Ingénierie des Connaissances, Jul 2018, Nancy, France. pp.247-249.
- Discovering Program Topoi Through ClusteringCarlo Ieva, Arnaud Gotlieb, Souhila Kaci, Nadjib LazaarAAAI Conference on Artificial Intelligence, Feb 2018, New Orleans, United States. <https://aaai.org/Conferences/AAAI-18/iaai-18/>
2017
- New Generation Metadata vocabulary for Ontology Description and PublicationBiswanath Dutta, Anne Toulet, Vincent Emonet, Clement JonquetMTSR: Metadata and Semantics Research Conference, Nov 2017, Tallinn, Estonia. pp.173-185.
- Ontolex JeuxDeMots and Its Alignment to the Linguistic Linked Open Data CloudAndon Tchechmedjiev, Théophile Mandon, Mathieu Lafourcade, Anne Laurent, Konstantin TodorovISWC: International Semantic Web Conference, Oct 2017, Vienne, Austria. pp.678-693.
- PGxO: A very lite ontology to reconcile pharmacogenomic knowledge unitsPierre Monnin, Clement Jonquet, Joël Legrand, Amedeo Napoli, Adrien CouletMethods, tools & platforms for Personalized Medicine in the Big Data Era, Oct 2017, Palermo, Italy. <10.7287/peerj.preprints.3140v1>
- Tracing and Enhancing Serendipitous Learning with ViewpointSStefano A. Cerri, Philippe LemoissonBFAL: Brain Function Assessment in Learning, Sep 2017, Patras, Greece. pp.36-47.
- A Generic Approach to Evaluate the Success of Online CommunitiesRaoudha Chebil, Wided Lejouad Chaari, Stefano A. CerriICCCI: International Conference on Computational Collective Intelligence, Sep 2017, Nicosia, Greece. pp.212-222.
- Enrichment of French Biomedical Ontologies with UMLS Concepts and Semantic Types for Biomedical Named Entity Recognition Though Ontological Semantic AnnotationAndon Tchechmedjiev, Clement JonquetLOTKS: Language, Ontology, Terminology and Knowledge Structures, Sep 2017, Montpellier, France. <https://langandonto.github.io/LangOnto-TermiKS-2017/index.html>
- ICD-10 coding of death certificates with the NCBO and SIFR Annotators at CLEF eHealth 2017Andon Tchechmedjiev, Amine Abdaoui, Vincent Emonet, Clement JonquetCLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland. <https://sites.google.com/site/clefehealth2017/>
- Complex flocking dynamics without global stimulusEmmanuel Hermellin, Fabien MichelECAL: European Conference on Artificial Life, Sep 2017, Lyon, France. pp.513-520.
- Challenges for ontology repositories and applications to biomedicine & agronomyClement JonquetSIMBig: Symposium on Information Management and Big Data, Sep 2017, Lima, Peru. pp.25-37.
- Adaptive gameplay for mobile gamingYannick Francillette, Abdelkader Gouaich, Lylia AbroukCIG: Computational Intelligence and Games, Aug 2017, New York, United States. pp.80-87.
- Debate-Based Learning Game for Constructing Mathematical ProofsNadira Boudjani, Abdelkader Gouaich, Souhila KaciECSQARU: European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Jul 2017, Lugano, Switzerland. <10.1007/978-3-319-61581-3_4>
- Jeu d’apprentissage basé sur le débat pour la construction de preuves mathématiquesNadira Boudjani, Abdelkader Gouaich, Souhila Kaci11e Journées d'Intelligence Artificielle Fondamentale, Jul 2017, Caen, France. <https://pfia2017.greyc.fr/iaf/>
- Two years later: the landscape of vocabularies and ontologies in the AgroPortalClement Jonquet, Anne Toulet, Vincent EmonetIN-OVIVE, Jul 2017, Montpellier, France. <https://workshop.inra.fr/in-ovive-2017/>
- Covoiturage dynamique cherche communauté de développeurs.Romain Duret, Fabien Michel, Christophe CoillotRencontres Mondiales du Logiciel Libre 2017, Jul 2017, Saint-Etienne, France. <https://2017.rmll.info/>
- YAM++ Online: A Web Platform for Ontology and Thesaurus Matching and Mapping ValidationZohra Bellahsene, Vincent Emonet, Duy Hoa Ngo, Konstantin TodorovESWC: European Semantic Web Conference, May 2017, Portroz, Slovenia. pp.137-142.
- ViewpointS: When Social Ranking Meets the Semantic WebPhilippe Lemoisson, Guillaume Surroca, Clement Jonquet, Stefano A. CerriFLAIRS: Florida Artificial Intelligence Research Society, May 2017, Marco Island, FL, United States. pp.329-334.
2016
- Selection and Combination of Heterogeneous Mappings to Enhance Biomedical Ontology MatchingAmina Annane, Zohra Bellahsene, Faiçal Azouaou, Clement JonquetEKAW: Knowledge Engineering and Knowledge Management, Nov 2016, Bologne, Italy. pp.19-33.
- Itemset Mining with PenaltiesSaid Jabbour, Souhila Kaci, Lakhdar Sais, Yakoub SalhiICTAI: International Conference on Tools with Artificial Intelligence, Nov 2016, San Jose, CA, United States. <10.1109/ICTAI.2016.0148>
- Résolution argumentée d'un débatNadira Boudjani, Souhila Kaci, Philippe LemoissonJFSMA: Journées Francophones sur les Systèmes Multi-Agents, Oct 2016, Rouen, France. <http://jfsma2016.litislab.fr>
- Reusing the NCBO BioPortal technology for agronomy to build AgroPortalClement Jonquet, Anne Toulet, Elizabeth Arnaud, Sophie Aubin, Esther Dzalé-Yeumo, Vincent Emonet, John Graybeal, Mark Musen, Cyril Pommier, Pierre LarmandeICBO: International Conference on Biomedical Ontologies, Aug 2016, Corvallis, OR, United States. <http://ceur-ws.org/Vol-1747/D202_ICBO2016.pdf>
- Subjective and generic distance in ViewpointS: an experiment on WordNetGuillaume Surroca, Philippe Lemoisson, Stefano A. Cerri, Clement JonquetWIMS: Web Intelligence, Mining and Semantics, Jun 2016, Nîmes, France. <10.1145/2912845.2912870>
- Multilingual Mapping Reconciliation between English-French Biomedical OntologiesAmina Annane, Vincent Emonet, Faiçal Azouaou, Clement JonquetWIMS: Web Intelligence, Mining and Semantics, Jun 2016, Nîmes, France. <10.1145/2912845.2912847>
- Réconciliation d'alignements multilingues dans BioPortalAmina Annane, Vincent Emonet, Faiçal Azouaou, Clement JonquetIC: Ingénierie des Connaissances, Jun 2016, Montpellier, France. <https://ic2016.sciencesconf.org/>
- Overview of Case Studies on Adapting MABS Models to GPU ProgrammingEmmanuel Hermellin, Fabien MichelPAAMS: Practical Applications of Agents and Multi-Agent Systems, Jun 2016, Seville, Spain. pp.125-136.
- Defining a Methodology Based on GPU Delegation for Developing MABS Using GPGPUEmmanuel Hermellin, Fabien MichelMABS: Multi-Agent Based Simulation, May 2016, Singapore, Singapore. pp.24-41.
- GPU Delegation: Toward a Generic Approach for Developing MABS using GPU ProgrammingEmmanuel Hermellin, Fabien MichelAAMAS: Autonomous Agents and Multiagent Systems, May 2016, Singapour, Singapore. pp.1249-1258.
- Communication Overload Management Through Social Interactions ClusteringJuan Antonio Lossio-Ventura, Hakim Hacid, Mathieu Roche, Pascal PonceletSAC: Symposium on Applied Computing, Apr 2016, Pisa, Italy. pp.1166-1169.
- MuEVo, a breast cancer Consumer Health Vocabulary built out of web forumsSolène Eholié, Mike Donald Tapi Nzali, Sandra Bringay, Clement JonquetSWAT4LS: Semantic Web Applications and Tools for Life Sciences, 2016, Amsterdam, Netherlands.
2015
- Preference Dissemination by Sharing Viewpoints: Simulating SerendipityGuillaume Surroca, Philippe Lemoisson, Clement Jonquet, Stefano A. CerriIC3K: Knowledge Discovery, Knowledge Engineering and Knowledge Management, Nov 2015, Lisbon, Portugal. pp.402-409.
- Axiomatic Characterization of Wishes and Constraints: An Empirical Analysis of Human EndorsementSouhila Kaci, Éric RaufasteICTAI: International Conference on Tools with Artificial Intelligence, Nov 2015, Vietri sul Mare, Italy. <10.1109/ICTAI.2015.29>
- Towards an MDD-based representation of preferencesNoureddine Aribi, Souhila Kaci, Nadjib LazaarCPCR+ITWP@IJCAI, Jul 2015, Buenos Aires, Argentina. pp.34-34.
- Roadmap for a multilingual BioPortalClement Jonquet, Vincent Emonet, Mark MusenMSW: Multilingual Semantic Web, Jun 2015, Portoroz, Slovenia.
- GPU Environmental Delegation of Agent Perceptions: Application to Reynolds's BoidsEmmanuel Hermellin, Fabien MichelMABS: Multi-Agent Based Simulation, May 2015, Istanbul, Turkey. pp.71-86.
2014
- Scoring semantic annotations returned by the NCBO AnnotatorSoumia Melzi, Clement JonquetSWAT4LS: Semantic Web Applications and Tools for Life Sciences, Dec 2014, Berlin, Germany. <http://ceur-ws.org/Vol-1320/>
- BIOTEX: A system for Biomedical Terminology Extraction, Ranking, and ValidationJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireISWC: International Semantic Web Conference, Oct 2014, Riva del Garda, Italy. pp.157-160.
- Yet Another Ranking Function for Automatic Multiword Term ExtractionJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne Teisseire9th International Conference on Natural Language Processing (PolTAL), Sep 2014, Warsaw, Poland. pp.52-64.
- SIFR Project: The Semantic Indexing of French Biomedical Data ResourcesJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireSIMBig: Symposium on Information Management and Big Data, Juan Antonio Lossio-Ventura; Hugo Alatrista-Salas, Sep 2014, Cusco, Peru. pp.58-61.
- An Approach to Compare Bio-Ontologies PortalsJulien Grosjean, Lina Soualmia, Khedidja Bouarech, Clement Jonquet, Stefan DarmoniMIE: Medical Informatics European, Aug 2014, Istanbul, Turkey. <https://www.efmi.org/calendar-week/icalrepeat.detail/2014/08/31/28/-/mie-2014-istanbul>
- Integration of Linguistic and Web Information to Improve Biomedical Terminology ExtractionJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireIDEAS: International Database Engineering & Applications Symposium, Jul 2014, Porto, Portugal. pp.265-269.
- Biomedical Terminology Extraction: A new combination of Statistical and Web Mining ApproachesJuan Antonio Lossio-Ventura, Clement Jonquet, Mathieu Roche, Maguelonne TeisseireJADT: Journées d'Analyse statistique des Données Textuelles, Jun 2014, Paris, France. pp.421-432.
- Agent Environments for Multi-agent Systems – A Research RoadmapDanny Weyns, Fabien MichelE4MAS: Agent Environments for Multi-Agent Systems, May 2014, Paris, France. pp.3-21.
- Robust Collaboration: Enriching Decisions with Abstract PreferencesLoïs Vanhée, Frank Dignum, Jacques FerberEMAS: Engineering Multi-Agent Systems, May 2014, Paris, France. pp.406-430.
- Modeling Culturally-Influenced DecisionsLoïs Vanhée, Frank Dignum, Jacques FerberMABS: Multi-Agent-Based Simulation, May 2014, Paris, France. pp.55-71.
- Comparing BioPortal and HeTOP: towards a unique biomedical ontology portal?Julien Grosjean, Lina Soualmia, Khedidja Bouarech, Clement Jonquet, Stefan DarmoniIWBBIO: International Work-Conference on Bioinformatics and Biomedical Engineering, Apr 2014, Granada, Spain. <http://iwbbio.ugr.es/>
- Dynamic Difficulty Adaptation in Serious Games for Motor RehabilitationNadia Hocine, Abdelkader Gouaich, Stefano A. CerriGameDays, Apr 2014, Darmstadt, Germany. pp.115-128.
Last update on 13/12/2019
Fiche-équipe SMILE
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