R2I : Recherche d’Information et Interactions

Mots clés

Recherche et extraction d’information ; Approches interactives, adaptatives et centrées humain ; analyse de sentiments et d’émotions ; Systèmes humanoïdes et interaction humain-machine multimodale

 

Responsable / Co-responsable

Patrice BELLOT / Sebastien FOURNIER
 

Membres

ARMANDO Marjorie  Doctorant
BADACHE Ismail  Enseignant-Chercheur / Chercheur
BELLOT Patrice  Enseignant-Chercheur / Chercheur
CAUSSANEL Jean  Enseignant-Chercheur / Chercheur
CAUVET Corine  Enseignant-Chercheur / Chercheur
CAUVIN Aline  Enseignant-Chercheur / Chercheur
CHIFU Adrian-Gabriel  Enseignant-Chercheur / Chercheur
DAOUDI Ibtissem  
DUPERIS Yann  Doctorant
ESPINASSE Bernard  Enseignant-Chercheur / Chercheur
ETTALEB Mohamed  Doctorant
FALLAH Haytame  Doctorant
FERRARINI Alain  Enseignant-Chercheur / Chercheur
FOURNIER Sebastien  Enseignant-Chercheur / Chercheur
HIJAZI Rita  Doctorant
HMAMOUCHE Youssef  Post-Docs / ATER / Ingenieurs
MALLEK Maha  Doctorant
MOUSSA Alaedine  Doctorant
OCHS Magalie  Enseignant-Chercheur / Chercheur
RAMADOUR Philippe  Enseignant-Chercheur / Chercheur
TRANVOUEZ Erwan  Enseignant-Chercheur / Chercheur

 

Objectif scientifique

R2I est centrée sur la recherche d’information personnalisée et adaptée aux usages avec un focus sur les approches interactives et sur certaines dimensions de la pertinence (popularité, crédibilité, sentiment et émotions). Réciproquement, R2I s’intéresse à l’intégration des résultats d’une recherche d’information dans les systèmes humains-machines dont les robots humanoïdes: un objectif est de les doter de la capacité d’interagir avec l’humain de façon pertinente et selon des comportements socio-émotionnels multimodaux.

Axes stratégiques (domaines d’application) de l’équipe :

  • Les bibliothèques numériques : impact des propositions sur la recommandation et la fouille de contenus SHS
  • L’accès à l’information en situation de handicap
  • Exploitation des systèmes interactifs humanoïdes dans des perspectives de formation de compétences sociales des utilisateurs – avec un focus particulier sur l’empathie, la persuasion et la créativité avec différents cas d’usages (annonce d’évènements indésirables, conception de produit innovant, accompagnement des personnes âgées) – à travers des systèmes de simulation d’environnement réel peuplé de personnages virtuels ou de robots.

 

Publications récentes de l’équipe


61 documents

Articles dans une revue8 documents

  • Ismail Badache. 2SRM: Learning social signals for predicting relevant search results. Web Intelligence and Agent Systems, IOS Press, 2020, 18 (1), pp.15-33. ⟨10.3233/WEB-200426⟩. ⟨hal-02927196⟩
  • Rinaldo Lima, Bernard Espinasse, Fred Freitas. A logic-based relational learning approach to relation extraction: The OntoILPER system. Engineering Applications of Artificial Intelligence, Elsevier, 2019, 78, pp.142-157. ⟨10.1016/j.engappai.2018.11.001⟩. ⟨hal-02433517⟩
  • Patrice Bellot, Linda Cappellato, Nicola Ferro, Josiane Mothe, Fionn Murtagh, et al.. CONFERENCE REPORT - Report on CLEF 2018: Experimental IR Meets Multilinguality, Multimodality, and Interaction. Sigir Forum, Association for Computing Machinery (ACM), 2019, 52 (2), pp.72-82. ⟨10.1145/3308774.3308785⟩. ⟨hal-02442736⟩
  • Birgit Rauchbauer, Bruno Nazarian, Morgane Bourhis, Magalie Ochs, Laurent Prevot, et al.. Brain activity during reciprocal social interaction investigated using conversational robots as control condition. Philosophical Transactions of the Royal Society B: Biological Sciences, Royal Society, The, 2019, 374 (1771), pp.20180033. ⟨10.1098/rstb.2018.0033⟩. ⟨hal-02067722⟩
  • Adrian-Gabriel Chifu, Florentina Hristea. Feature selection for spectral clustering: to help or not to help spectral clustering when performing sense discrimination for IR?. Open Computer Science, 2018, 8 (1), pp.218-227. ⟨10.1515/comp-2018-0021⟩. ⟨hal-02060758⟩
  • Mohamed Ettaleb, Chiraz Latiri, Patrice Bellot. A Combination of Reduction and Expansion Approaches to Deal with Long Natural Language queries. Procedia Computer Science, Elsevier, 2018, 22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2018), 126, pp.768-777. ⟨10.1016/j.procs.2018.08.011⟩. ⟨hal-01958682⟩
  • Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu. Prédire l'intensité de contradiction dans les commentaires : faible, forte ou très forte ?. Bulletin de l'Association Française pour l'Intelligence Artificielle, AFIA, A paraître. ⟨hal-01872267⟩
  • Mathieu Chollet, Magalie Ochs, Catherine Pelachaud. A Methodology for the Automatic Extraction and Generation of Non-Verbal Signals Sequences Conveying Interpersonal Attitudes. IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers, 2017, XX, pp.1 - 1. ⟨10.1109/TAFFC.2017.2753777⟩. ⟨hal-01793271⟩

Communications dans un congrès47 documents

  • Youssef Hmamouche, Laurent Prevot, Magalie Ochs, Chaminade Thierry. BrainPredict: a Tool for Predicting and Visualising Local Brain Activity. Proceedings of The 12th Language Resources and Evaluation Conference, Nov 2020, Marseille, France. pp.703-709. ⟨hal-02612819⟩
  • Birgit Rauchbauer, Youssef Hmamouche, Brigitte Bigi, Laurent Prevot, Magalie Ochs, et al.. Multimodal Corpus of Bidirectional Conversation of Human-human and Human-robot Interaction during fMRI Scanning. Proceedings of The 12th Language Resources and Evaluation Conference, Nov 2020, Marseille, France. pp.661--668. ⟨hal-02612820⟩
  • Amal Htait, Sébastien Fournier, Patrice Bellot, Leif Azzopardi, Gabriella Pasi. Using Sentiment Analysis for Pseudo-Relevance Feedback in Social Book Search. ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, Sep 2020, Stavanger, Norway. pp.29-32, ⟨10.1145/3409256.3409847⟩. ⟨hal-03124566⟩
  • Magalie Ochs. Des Agents Virtuels pour un Monde Meilleur. Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02933472⟩
  • Ismail Badache. Exploring Differences in the Impact of Users' Traces on Arabic and English Facebook Search. IEEE/WIC/ACM International Conference on Web Intelligence, Oct 2019, Thessaloniki, Greece. ⟨10.1145/3350546.3352522⟩. ⟨hal-02316281⟩
  • Ismail Badache. Users' Traces for Enhancing Arabic Facebook Search. The 30th ACM Conference on Hypertext and Social Media, Sep 2019, Hof, Germany. pp.241-245, ⟨10.1145/3342220.3343661⟩. ⟨hal-02291127⟩
  • Kong Aik Lee, Ville Hautamäki, Tomi Kinnunen, Hitoshi Yamamoto, Koji Okabe, et al.. I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. INTERSPEECH 2019 - 20th Annual Conference of the International Speech Communication Association, Sep 2019, Graz, Austria. ⟨hal-02280151⟩
  • Salima Lamsiyah, Abdelkader El Mahdaouy, Said El Alaoui Ouatik, Bernard Espinasse. A Supervised Method for Extractive Single Document Summarization based on Sentence Embeddings and Neural Networks. AI2SD'2019 - International Conference on Advanced Intelligent Systems, Jul 2019, Marrakech, Morocco. ⟨hal-02433565⟩
  • Bruno Elias Penteado, Magalie Ochs, Roxane Bertrand, Philippe Blache. Evaluating Temporal Predictive Features for Virtual Patients Feedbacks. ACM International Conference on Intelligent Virtual Agent (IVA), Jul 2019, Paris, France. ⟨10.1145/3308532.3329438⟩. ⟨hal-02355386⟩
  • Magalie Ochs, Jeremie Bousquet, Philippe Blache. Multimodal Cues of the Sense of Presence and Co-presence in Human-Virtual Agent Interaction. ACM International Conference on Intelligent Virtual Agent (IVA), Jul 2019, Paris, France. pp.218-220, ⟨10.1145/3308532.3329438⟩. ⟨hal-02355255⟩
  • Amal Htait, Sébastien Fournier, Patrice Bellot. Sentiment Analysis and Sentence Classification in Long Book-Search Queries. CICLing, Apr 2019, La Rochelle, France. ⟨hal-02318630⟩
  • Bernard Espinasse, Sébastien Fournier, Adrian Chifu, Gaël Guibon, René Azcurra, et al.. On the Use of Dependencies in Relation Classification of Text with Deep Learning. 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing2019), Apr 2019, La Rochelle, France. ⟨hal-02103919⟩
  • Mohamed Ettaleb, Chiraz Latiri, Patrice Bellot. Query Classification based on Textual Patterns Mining and Linguistic Features. 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2019), Apr 2019, La Rochelle, France. ⟨hal-02447749⟩
  • Ismail Badache, Aya Abu-Thaher, Mariam Hamdan, Lara Abu-Jaish. Recherche d'Information Sociale en Langue Arabe : Cas de Facebook. COnférence en Recherche d'Information et Applications, Mar 2019, Lyon, France. ⟨hal-02073618⟩
  • Lerch Soëlie, Bellot Patrice, Bruno Emmanuel, Elisabeth Murisasco. Influence des lexiques d'émotions et de sentiments sur l'analyse des sentiments Application à des critiques de livres. CORIA-EARIA 2019, Mar 2019, Villeurbanne, France. ⟨hal-02448203⟩
  • Patrice Bellot, Lerch Soëlie, Bruno Emmanuel, Elisabeth Murisasco. Influence des lexiques d'émotions et de sentiments sur l'analyse de sentiments - Application à des critiques de livres. COnférence en Recherche d'Informations et Applications - CORIA 2019, 16th French Information Retrieval Conference, Mar 2019, Lyon, France. ⟨hal-02442701⟩
  • Tamara Álvarez-López, Patrice Bellot, Milagros Fernandez-Gavilanes, Enrique Costa-Montenegro. From Genre Classification to Aspect Extraction: New Annotation Schemas for Book Reviews. 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2018), Dec 2018, Santiago, Chile. pp.428-433, ⟨10.1109/WI.2018.00-57⟩. ⟨hal-02152592⟩
  • Wided Bakari, Patrice Bellot, Neji Mahmoud. Towards an Automatic Text Comprehension for the Arabic Question-Answering: Semantic and Logical Representation of Texts. 32nd Pacific Asia Conference on Language, Information and Computation, Dec 2018, Hong-Kong, China. pp.Y18-1006. ⟨hal-02442988⟩
  • Magalie Ochs, Philippe Blache, Grégoire de Montcheuil. What common ground between a human and a virtual agent? The case of task-oriented dialogues for breaking bad news. SEMDIAL, Nov 2018, Aix-en-Provence, France. ⟨hal-01907596⟩
  • Thierry Chaminade, Birgit Rauchbauer, Bruno Nazarian, Morgane Bourhis, Magalie Ochs, et al.. Investigating the dimensions of conversational agents' social competence using objective neurophysiological measurements. 20 ACM Internation Conference on Multimodal Interaction, Oct 2018, Boulder, United States. pp.1-7, ⟨10.1145/3281151.3281162⟩. ⟨hal-01973542⟩
  • Magalie Ochs, Philippe Blache, G. Montcheuil, J Pergandi, R. Bertrand, et al.. The Acorformed Corpus: Investigating Multimodality in Human-Human and Human-Virtual Patient Interactions. CLARIN-2018, Oct 2018, Pisa, Italy. ⟨hal-01907582⟩
  • Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu. Predicting Contradiction Intensity: Low, Strong or Very Strong?. 41st st International ACM SIGIR Conference on Research and Development in Information Retrieval SIGIR2018, Jul 2018, Ann Arbor, Michigan, United States. ⟨10.1145/3209978.3210098⟩. ⟨hal-01796060⟩
  • Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu. Prédire l'intensité de contradiction dans les commentaires : faible, forte ou très forte ?. 29es Journées Francophones d'Ingénierie des Connaissances, AFIA, Jul 2018, Nancy, France. pp.55-69. ⟨hal-01839546⟩
  • Gaël Guibon, Magalie Ochs, Patrice Bellot. LIS at SemEval-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji Prediction. SemEVAL, Jun 2018, New-Orleans, United States. ⟨hal-01871338⟩
  • Magalie Ochs, Philippe Blache, Grégoire de Montcheuil, Jean-Marie Pergandi, Jorane Saubesty, et al.. Un système semi-autonome pour la création de corpus d'interaction humain-machine en réalité virtuelle Application au système Acorformed pour la formation des médecins à l'annonce d'évènements indésirable graves. WACAI-2018, May 2018, Porquerolles, France. ⟨hal-01907603⟩
  • Thierry Chaminade, Laurent Prevot, Magalie Ochs, Birgit Rauchbauer. Challenges in Linking Physiological Measures and Linguistic Productions in Conversations. 1st Workshop on Linguistic and Neuro-Cognitive Resources, May 2018, Miyazaki, Japan. ⟨hal-01807839⟩
  • Gaël Guibon, Magalie Ochs, Patrice Bellot. Emoji Recommendation in Private Instant Messages. SAC '18 Proceedings of the 33rd Annual ACM Symposium on Applied Computing, Apr 2018, Pau, France. ⟨10.1145/3167132.3167430⟩. ⟨hal-01871071⟩
  • Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu. Contradiction in Reviews: is it Strong or Low?. 40th European Conference on Information Retrieval, ECIR 2018 - BroDyn: Workshop on Analysis of Broad Dynamic Topics over Social Media, Mar 2018, Grenoble, France. ⟨hal-01796061⟩
  • Gaël Guibon, Magalie Ochs, Patrice Bellot. From Emoji Usage to Categorical Emoji Prediction. 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING 2018), Mar 2018, Hanoï, Vietnam. ⟨hal-01871045⟩
  • Mastriani Camilla, Caterina Petrone, Roxane Bertrand, Magalie Ochs. Role of prosody on the perception of the " oui " / " yes " feedback in medical context. Speech Prosody, 2018, Poznan, Poland. ⟨halshs-01793218⟩
  • Camilla Mastriani, Caterina Petrone, Roxane Bertrand, Magalie Ochs. Rôle de la prosodie dans la perception du feedback " oui " dans un contexte médical. WACAI (Workshop sur les “Affects, Compagnons Artificiels et Interactions” (ACAI)), 2018, Porquerolles, France. ⟨halshs-01793222⟩
  • Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu. Finding and Quantifying Temporal-Aware Contradiction in Reviews. 13th Asia Information Retrieval Societies Conference (AIRS 2017), Nov 2017, Jeju Island, South Korea. pp.167-180, ⟨10.1007/978-3-319-70145-5_13⟩. ⟨hal-01904434⟩
  • Chris Porhet, Magalie Ochs, Jorane Saubesty, Grégoire De Montcheuil, Roxane Bertrand. Mining a Multimodal Corpus of Doctor's Training for Virtual Patient's Feedbacks. 19th International Conference on Multimodal Interaction (ICMI), Nov 2017, Glasgow, United Kingdom. ⟨10.1145/3136755.3136816⟩. ⟨hal-01654812⟩
  • Magalie Ochs, Nathan Libermann, Axel Boidin, Thierry Chaminade. Do you speak to a human or a virtual agent? automatic analysis of user’s social cues during mediated communication. ICMI 2017 - 19th ACM International Conference on Multimodal Interaction, Nov 2017, Glasgow, United Kingdom. pp.197-205, ⟨10.1145/3136755.3136807⟩. ⟨hal-01793356⟩
  • Thierry Chaminade, Fabrice Lefèvre, Magalie Ochs. ISIAA 2017: 1st international workshop on investigating social interactions with artificial agents (workshop summary). 19th ACM International Conference on Multimodal Interaction, Nov 2017, Glasgow, United Kingdom. ⟨10.1145/3136755.3137019⟩. ⟨hal-01807766⟩
  • Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu. Harnessing Ratings and Aspect-Sentiment to Estimate Contradiction Intensity in Temporal-Related Reviews. Conference on Knowledge-Based and Intelligent Information and Engineering Systems, Sep 2017, Marseille, France. pp.1711-1720, ⟨10.1016/j.procs.2017.08.197⟩. ⟨hal-02066794⟩
  • Ismail Badache, Mohand Boughanem. Emotional Social Signals for Search Ranking. 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Aug 2017, Tokyo, Japan. pp. 1053-1056, ⟨10.1145/3077136.3080718⟩. ⟨hal-01873739⟩
  • Gaël Guibon, Magalie Ochs, Patrice Bellot. Une plateforme de recommandation automatique d'emojis. Traitement Automatique du Langage Naturel, Jun 2017, Orléans, France. ⟨hal-01795576⟩
  • Gaël Guibon, Magalie Ochs, Patrice Bellot. Prédiction automatique d'emojis sentimentaux. COnférence en Recherche d'Information et Applications (CORIA), Mar 2017, Marseille, France. ⟨hal-01698973⟩
  • Ismail Badache, Mohand Boughanem. Les Signaux Sociaux émotionnels : Quel impact sur la recherche d'information ?. Conférence en Recherche d’Information et Applications (CORIA 2017), Mar 2017, Marseille, France. ⟨hal-01490083⟩
  • Ismail Badache, Mohand Boughanem. Fresh and Diverse Social Signals: Any Impacts on Search?. CHIIR '17 Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, Mar 2017, Oslo, Norway. pp.155-164, ⟨10.1145/3020165.3020177⟩. ⟨hal-01726407⟩
  • Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu. Détection de contradiction dans les commentaires. Conférence en Recherche d’Information et Applications (CORIA 2017), 2017, Marseille, France. ⟨hal-01490082⟩
  • Gaël Guibon, Magalie Ochs, Patrice Bellot. From Emojis to Sentiment Analysis. WACAI 2016, Lab-STICC; ENIB; LITIS, Jun 2016, Brest, France. ⟨hal-01529708⟩
  • Adrian-Gabriel Chifu, Sébastien Fournier. SegChain: Towards a generic automatic video segmentation framework, based on lexical chains of audio transcriptions. WIMS '16: Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, Jun 2016, WIMS '16: Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, France. ⟨hal-03018087⟩
  • Ismail Badache, Mohand Boughanem. Social Priors to Estimate Relevance of a Resource. the 5th Information Interaction in Context Symposium, Aug 2014, Regensburg, Germany. pp.106-114, ⟨10.1145/2637002.2637016⟩. ⟨hal-02378996⟩
  • Ismail Badache. RI Sociale : Exploitation des signaux sociaux pour améliorer la recherche d'information (Séminaire DocToMe, Toulouse, France, 19/06/14). Séminaire DocToMe, Jun 2014, Toulouse, France. ⟨hal-03256414⟩
  • Eric Sanjuan, Véronique Moriceau, Xavier Tannier, Patrice Bellot, Josiane Mothe. Overview of the INEX 2012 Tweet Contextualization Track. Working Notes for the CLEF 2012 Workshop, 2012, Rome, Italy. ⟨hal-02493851⟩

Posters3 documents

  • Soëlie Lerch, Patrice Bellot, Emmanuel Bruno, Elisabeth Murisasco. Analyse multimodale d'émotions utilisant l'audio, la vidéo, la transcription et des signaux physiologiques. Workshop sur les Affects, Compagnons artificiels et Interactions, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02934663⟩
  • Ismail Badache, Sébastien Fournier, Adrian Chifu. Predicting Contradiction Intensity: Low, Strong or Very Strong?. The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2018, Ann Arbor Michigan, United States. ⟨hal-03154390⟩
  • Ismail Badache, Mohand Boughanem. Emotional Social Signals for Search Ranking. 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Aug 2017, Tokyo, Japan. pp.1053-1056. ⟨hal-03154389⟩

Chapitres d'ouvrage1 document

  • Eric Sanjuan, Véronique Moriceau, Xavier Tannier, Patrice Bellot, Josiane Mothe. Overview of the INEX 2011 Question Answering Track (QA@INEX). Focused Retrieval of Content and Structure, 10th International Workshop of the Inititative for the Evaluation of XML Retrieval, INEX 2011, pp.188-206, 2012, ⟨10.1007/978-3-642-35734-3_17⟩. ⟨hal-02493676⟩

Directions d'ouvrage, Proceedings1 document

  • Patrice Bellot, Chiraz Trabelsi, Josiane Mothe, Fionn Murtagh, Jian-Yun Nie, et al.. Experimental IR Meets Multilinguality, Multimodality, and Interaction (CLEF 2018, Avignon,France). Bellot, Patrice; Trabelsi, Chiraz; Mothe, Josiane; Murtagh, Fionn; Nie, Jian-Yun; Soulier, Laure; Sanjuan, Eric; Cappellato, Linda; Ferro, Nicola. 9th International Conference of the CLEF Association (CLEF 2018), Sep 2018, Avignon, France. Lecture Notes in Computer Science, Springer Berlin / Heidelberg; Springer, 2018, Experimental IR Meets Multilinguality, Multimodality, and Interaction, 978-3-319-98931-0. ⟨10.1007/978-3-319-98932-7⟩. ⟨hal-03044243⟩

Thèses1 document

  • Gaël Guibon. Recommandation automatique et adaptative d'emojis. Informatique et langage [cs.CL]. Aix-Marseille Université, 2019. Français. ⟨tel-02491135⟩

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