Interaction with the Human
Human Centered Interaction
The research teams of this department explore multiple forms of interaction (visual, tangible, haptic, auditory, gestural…), multimodal and multi-surface interaction, interactive information visualization and data analysis, virtual or augmented reality, image, video and motion analysis, affective and social interactions, modeling of human behavior and activity, collaborative interactions in co-located or remote situations, interactions in situations of disability (motor, perceptual and cognitive), etc.
The range of this research allows the department to develop work that is both fundamental, by studying the phenomena at play during these interactions, application-oriented, to assess the relevance of these models and certain devices in their real use, and methodological, on the design and evaluation aspects.
Coordination
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Interaction avec l’Humain
AMIArchitectures et modèles pour l'Interaction
Grynszpan Ouriel
Deputy Director of the Human Centered Interaction department
Head of the HCI master track
News
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Highlight, Interaction with the Human
Moisson de prix pour AViZ
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ARAIAugmented Reality and Artificial Intelligence, Highlight, Interaction with the Human, VENISE
Christian Sandor gets a Best XR Demo at ACM SIGGRAPH Asia
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Ex-Situ, Interaction with the Human
Presentation of the CNRS Silver Medal to Michel Beaudouin-Lafon
Recent publications
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N°spécial de revue/special issue
Brian Ravenet, Dominique Longin, Abdelkader Ouali. IAIntelligence Artificielle & Compagnons artificiels. Bulletin de l’Association Française pour l’Intelligence Artificielle, 132, 2026, Association Française pour l’Intelligence Artificielle. ⟨hal-05768844⟩
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Communication dans un congrès
Léo Kulinski, Wendy E Mackay, Michel Beaudouin-Lafon, Nicolas M Thiéry. JuggLing-a-Ding: Design and Development of a Musical Juggling Toolkit. NIME 2026 – New Interfaces for Musical Expression, Jun 2026, London, United Kingdom. pp.644-651, ⟨10.5281/zenodo.20784235⟩. ⟨hal-05760621⟩
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Communication dans un congrès
Gabrielle Porcher, Frédéric Boulanger, Nicolas Sabouret. A logic model combining Dempster-Shafer theory and possibility theory for detecting fixation errors. HAR 2026 – 5th International Conference on Human and Artificial Rationalities, Université Paris 8, IPC, Sep 2026, Paris, France. ⟨hal-05767411⟩
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Communication dans un congrès
Mizuki Akiyama, Christian Sandor, Yuki Igarashi. CheerleadAR: Pretraining Support for Cheerleading Stunts using Augmented Reality. SIGGRAPH Posters ’26, Jul 2026, Los Angeles, United States. pp.1-3, ⟨10.1145/3799825.3818721⟩. ⟨hal-05762629⟩
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Communication dans un congrès
Julien Rosenberger, Nicolas Sabouret, Julien Saunier. Simulation multi-agents de l’émergence de violence dans les manifestations. Journées Francophones sur les Systèmes Multi-Agents, Jul 2025, Dijon, France. pp.165-174. ⟨hal-05738761⟩
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Communication dans un congrès
Sauda Musharrat, Tobias Isenberg, Anastasia Bezerianos, Raimund Dachselt, Petra Isenberg. Data Visualization Reimagined for Freeform Displays. Journée Visu 2026, Jun 2026, Champs-sur-Marne, France. ⟨hal-05754596⟩
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Communication dans un congrès
Sacha Sabatier, Nicolas Rouit-Leduc, Vanessa Peña-Araya, Marine Rouit, Bernard Yannou, et al.. OpenHeart: Design Requirements for Supervisory Visualization of Distributed Flow Infrastructure. IHM’26 – 37e Conférence Internationale Francophone sur l’Interaction Humain-Machine, AFIHM; Université de Lille, Oct 2026, Villeneuve-d’Ascq, France. ⟨10.1145/3845948.3845958⟩. ⟨hal-05753459⟩
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Communication dans un congrès
Shaily Sharma, Tobias Isenberg, Petra Isenberg, Raimund Dachselt, Anastasia Bezerianos. Developing a Design Space for Data Visualization on Spherical Displays. Journée Visu 2026, Jun 2026, Paris, France. ⟨hal-05753102⟩
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Article dans une revue
Kana Miyamoto, Hiroki Tanaka, Jennifer Hamet Bagnou, Céline Clavel, Elise Prigent, et al.. Impact of eye movements and facial expressions on social performance during a collaborative problem-solving task. Acta Psychologica, 2025, 254, pp.104782. ⟨10.1016/j.actpsy.2025.104782⟩. ⟨hal-05743847⟩
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Article dans une revue
Hector Acevedo, Rawad Al-Louzi, Leo Anthony Celi, Meghnil Chowdhury, Tina Hernandez-Boussard, et al.. Whose Federation? Epistemic Closure, Community Exclusion, and the Political Economy of Federated Learning. American Journal of Bioethics, 2026, 26 (8), pp.133-136. ⟨10.1080/15265161.2026.2690955⟩. ⟨hal-05739857⟩
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Pré-publication, Document de travail
Mathis Brossier, Tobias Isenberg, Konrad J. Schönborn, Jonas Unger, Mario Romero, et al.. State of the Art of LLM-Enabled Interaction with Visualization. 2026. ⟨hal-05736935⟩
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Communication dans un congrès
Lenora Buggenhoudt, George Marchment, Anne-Flore Cabouat, Frédéric Lemoine, Caroline Appert, et al.. MetroFlow: Visualizing Bioinformatics Workflow Source Code as Interactive Metro-Maps. VISSOFT 2026 – 14th IEEE Working conference on Software Visualization, Sep 2026, Benevento, Italy. ⟨hal-05737427⟩
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Communication dans un congrès
Lonni Besançon, Tobias Isenberg. More Than 63% of IEEE VIS Research Liable to be Retracted?! Ethics Approval Statements Protect Participants (and Researchers!). BELIV 2026 – 11e atelier biennal BELIV, Nov 2026, Boston, United States. ⟨hal-05736767⟩
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Poster de conférence
Juliette Meunier, Sébastien Rimbert, Arnaud Prouzeau, Fabien Lotte. Toward studying collaborative coupling with hyperscanning (research plan). NAT 2026 – Europe’s Neuroadaptive AIArtificial Intelligence Conference, Apr 2026, Berlin, Germany. ⟨hal-05735443⟩
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Article dans une revue
Benoît Dabouis, Vincent Boccara, Bernard Yannou. The UX grammar: a standardized tool to design UX. Cognition, Technology and Work, 2026, ⟨10.1007/s10111-026-00894-1⟩. ⟨hal-05735504⟩
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Communication dans un congrès
Agathe Riou, Vincent Boccara, Marianne Cerf. Analyser la participation des acteurs aux processus de conception collective et d’intermédiation dans une action publique territorialisée. 58e Congrès de la SELF, Ergonomie, communauté(s) et société : entre héritage et perspectives, Société d’Ergonomie de Langue Française (SELF), Jul 2025, Nanterre, France. ⟨hal-05716331⟩
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Pré-publication, Document de travail
Petra Isenberg, Sheelagh Carpendale. Ten Things We Hate About Current IEEE VIS Reviewing Practices. 2026. ⟨hal-05719097⟩
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Communication dans un congrès, Communication dans un congrès
Anne-Flore Cabouat, Lily W Ge, Tobias Isenberg, Samuel Huron, Matthew Kay, et al.. Why Question Answering Modality Matters in Visualization Studies and Tests. BELIV 2026 IEEE Workshop on Evaluation and Beyond – Methodological Approaches for Visualization, IEEE, Nov 2026, Boston, United States. ⟨hal-05717323⟩
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Communication dans un congrès
Agathe Riou, Vincent Boccara, Marianne Cerf. Les politiques alimentaires territoriales, entre construction des problèmes publics et cadrages par les instruments. Journée d’étude “Comprendre les politiques alimentaires locales : états des lieux locaux, enjeux nationaux”, Projet PolAl, Nov 2023, Paris, France. ⟨hal-05716319⟩
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Communication dans un congrès
Marianne Cerf, Agathe Riou, Vincent Boccara. Agir pour les transitions au sein d’un Projet Alimentaire Territorial, entre construction de problèmes publics et cadrages par les instruments. La fabrique de l’ergonomie : le travail à l’épreuve des transitions, CNAM, Jan 2024, Paris, France. ⟨hal-05716325⟩
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Article dans une revue
Junhao Zhao, Romain Vuillemot, Petra Isenberg, Lijie Yao. Authoring Narrative Visualization in Motion: Visual Storytelling in Swimming Videos. IEEE Transactions on Visualization and Computer Graphics, In press. ⟨hal-05714541⟩
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Article dans une revue
Xu Luo, Yue Zhao, Bongshin Lee, Jean-Daniel Fekete, Yunhai Wang. Libra+: Compositional Interaction for Data Visualization. IEEE Transactions on Visualization and Computer Graphics, In press, 33 (1). ⟨hal-05711231⟩
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Article dans une revue
Alexis Le Besnerais, Bruno Berberian, Ouriel Grynszpan. The influence of the partner’s predictability on the sense of agency in joint action. Consciousness and Cognition, 2025, 131, pp.103852. ⟨10.1016/j.concog.2025.103852⟩. ⟨hal-05689351⟩
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Communication dans un congrès
Julie Lassalle, Chloé Le Bail, Leïla Boudra, Marie Chizallet, Magali Prost. Outiller le choix des modèles systémiques en contexte de développement durable : vers la proposition d’une grille d’analyse. 13e Colloque EPIQUE, Lab STICC, Jul 2026, Lorient, France. pp.425-433. ⟨hal-05705010⟩
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Communication dans un congrès
Julie Lassalle, Chloé Le Bail, Leïla Boudra, Marie Chizallet, Magali Prost. Approches systémiques pour soutenir les transitions : articuler activités, systèmes socio-techniques et milieux pour accompagner des transformations soutenables. 13e Colloque EPIQUE, ARPEGE; Lab-STICC, Jul 2026, Lorient, France. pp.423-424. ⟨hal-05705015⟩
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Communication dans un congrès
Mingming Yang, Arnaud Prouzeau, Florent Cabric. When Effort Makes Sense: Towards a Design Space of Frictive Interactions for Data Visualization. VISU 2026 – Journée Visu, Jun 2026, Paris, France. ⟨hal-05701192⟩
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Article dans une revue
Jean-Daniel Fekete, Christian Poli. ProgressiVis: A Language and Environment for Progressive Data Analysis and Visualization. IEEE Transactions on Visualization and Computer Graphics, In press, 33 (1). ⟨hal-05696316⟩
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Communication dans un congrès
Mihai Branga-Peicu, Mathias Vast, Basile van Cooten, Laure Soulier, Jules Françoise, et al.. IR Lens: A Tool for Interpreting Cross-Encoder Models. SIGIR’26 – 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2026, Melbourne, Australia. pp.5135-5139, ⟨10.1145/3805712.3808382⟩. ⟨hal-05690304⟩
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Communication dans un congrès
Gabrielle Porcher, Frédéric Boulanger, Nicolas Sabouret. Un modèle logique combinant la théorie de Dempster-Shafer et la théorie des possibilités pour la détection des erreurs de fixation. RJCIA 2026 – Rencontres des jeunes chercheurs en IAIntelligence Artificielle, Association Française pour l’IAIntelligence Artificielle (AFIA), Jul 2026, Arras, France. ⟨hal-05626117⟩
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Communication dans un congrès
Vincent Boccara, Marianne Cerf, Maria Sol Perez Toralla, Chloé Le Bail. Transformations of a work system towards sustainability: a case study of a French-farmer entrepreneur activity. ODAM – 15th Organizational Design and Management Conference, Jun 2026, Storrs, Connecticut, United States. ⟨hal-05674596⟩