Directeur de Recherche Inria
ILDA
Interacting with Large DAta (ILDA)
Les ensembles de données ne sont plus seulement volumineux. Ils sont distribués à partir de sources multiples et de plus en plus interconnectées, et consistent en des éléments de contenu hétérogènes structurés de manière élaborée. Notre objectif est de concevoir des systèmes interactifs centrés sur les données qui fournissent aux utilisateurs les bonnes données au bon moment et leur permettent de manipuler et de partager efficacement ces données.
Nous concevons, développons et évaluons de nouvelles techniques d’interaction et de visualisation afin de donner aux utilisateurs les moyens d’agir dans des contextes mobiles et stationnaires impliquant une variété de dispositifs d’affichage, notamment : smartphones et tablettes, casques de réalité augmentée, stations de travail de bureau, tablettes, écrans muraux à ultra-haute résolution.
Coordination
Organigramme
Publications récentes
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Article dans une revue
Gabriela Molina León, Anastasia Bezerianos, Olivier Gladin, Petra Isenberg. Talk to the Wall: The Role of Speech Interaction in Collaborative Visual Analytics. IEEE Transactions on Visualization and Computer Graphics, 2025, 31 (1), pp.941–951. ⟨10.1109/tvcg.2024.3456335⟩. ⟨hal-04845442⟩
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Chapitre d'ouvrage
Nadia Boukhelifa, Anastasia Bezerianos, Evelyne Lutton. Evaluation of interactive machine learning systems. Human and Machine Learning, SPRINGER, pp.20, 2018, Human-Computer Interaction Series, 978-3-319-90403-0; 978-3-319-90402-3. ⟨10.1007/978-3-319-90403-0_17⟩. ⟨hal-02791670⟩
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Poster de conférence
Mehdi Chakhchoukh, Nadia Boukhelifa, Anastasia Bezerianos. Visualizations to support trade-off comparisons. Journée Visu 2023, Jun 2023, Orsay, Saclay, France. ⟨hal-04719331⟩
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Communication dans un congrès
B Lopez, P Aubert, L Baroncelli, P Bolle, P Bruno, et al.. Methodology for the integration of the array control and data acquisition system with array elements of the Cherenkov Telescope Array Observatory. SPIE Astronomical Telescopes + Instrumentation 2022, Jul 2022, Montréal, Canada. pp.131010H, ⟨10.1117/12.3017493⟩. ⟨hal-04669463⟩
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Article dans une revue
Lijie Yao, Federica Bucchieri, Victoria Mcarthur, Anastasia Bezerianos, Petra Isenberg. User Experience of Visualizations in Motion: A Case Study and Design Considerations. IEEE Transactions on Visualization and Computer Graphics, 2025, 31 (1), pp.174–184. ⟨10.1109/tvcg.2024.3456319⟩. ⟨hal-04700819⟩
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Article dans une revue
Ambre Assor, Arnaud Prouzeau, Pierre Dragicevic, Martin Hachet. Augmented-Reality Waste Accumulation Visualizations. ACM Journal on Computing and Sustainable Societies, 2024, 2 (11), pp.1-29. ⟨10.1145/3636970⟩. ⟨hal-04399489⟩
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Pré-publication, Document de travail
Ambre Assor, Michael J Mcguffin, Arnaud Prouzeau, Pierre Dragicevic, Martin Hachet. Exploring the Design of Animated Transitions between Abstract and Concrete Visualizations in Immersive Environments. 2024. ⟨hal-04552817⟩
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Communication dans un congrès
Claudia Krogmeier, Emma Tison, Justin Dillmann, Arnaud Prouzeau, Antoinette Prouteau, et al.. Leveraging Augmented Reality for Understanding Schizophrenia -Design and Evaluation of a Dedicated Educational Tool. ISMAR 2024 – IEEE International Symposium on Mixed and Augmented Reality, Oct 2024, Seattle, United States. ⟨hal-04699693⟩
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Communication dans un congrès
I Oya, P Aubert, L Baroncelli, P Bolle, P Bruno, et al.. The first release of the Cherenkov Telescope Array Observatory array control and data acquisition software. SPIE Astronomical Telescopes + Instrumentation 2024, Jul 2024, Montréal, Canada. pp.131011D, ⟨10.1117/12.3017568⟩. ⟨hal-04669465⟩
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Communication dans un congrès
Théo Bouganim, Ioana Manolescu, Emmanuel Pietriga. A Unified Visual Exploration Framework for (Semi-)structured Data. BigVis 2024 – 7th International Workshop on Big Data Visual Exploration and Analytics (VLDB 2024), VLDB, Aug 2024, Guangzhou, China. ⟨hal-04662129v2⟩
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Communication dans un congrès
Arnaud Prouzeau, Sébastien Rimbert. Toward Enhancing Workspace Awareness Using a Brain-Computer Interface based on Neural Synchrony. 5th International Neuroergonomics Conference, Jul 2024, Bordeaux, France. ⟨hal-04643369⟩
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Poster de conférence
Emma Tison, Solène Delsuc, Claudia Krogmeier, Arnaud Prouzeau, Martin Hachet, et al.. Experiencing schizophrenia symptoms through augmented reality: from assessing students needs to prototyping a simulation. SIRS 2024 – Congress of the Schizophrenia International Research Society, Apr 2024, Florence, Italy. . ⟨hal-04574421⟩
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Communication dans un congrès
Victor Brehault, Emmanuel Dubois, Arnaud Prouzeau, Marcos Serrano. Modelling Asymmetries of Collaborative Hybrid Environments. IHM 2024 – 35e Conférence Internationale Francophone sur l’Interaction Humain-Machine, Association Francophone d’Interaction Humain-Machine (AFIHM); Sorbonne Université, Mar 2024, Paris, France. à paraître. ⟨hal-04497160v2⟩
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Communication dans un congrès
Camille Dupré, Caroline Appert, Stéphanie Rey, Houssem Saidi, Emmanuel Pietriga. TriPad: Touch Input in AR on Ordinary Surfaces with Hand Tracking Only. CHI 2024 – The 42nd SIGCHI conference on Human Factors in computing systems, ACM, May 2024, Honolulu, HI, USA, United States. ⟨10.1145/3613904.3642323⟩. ⟨hal-04497640⟩
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Communication dans un congrès
Vincent Cavez, Catherine Letondal, Emmanuel Pietriga, Caroline Appert. Challenges of Music Score Writing and the Potentials of Interactive Surfaces. CHI 2024 – The 42nd SIGCHI conference on Human Factors in computing systems, ACM, May 2024, Honolulu HI USA, United States. ⟨10.1145/3613904.3642079⟩. ⟨hal-04497643⟩
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Communication dans un congrès
Juliette Le Meudec, Anastasia Bezerianos, Chloé Mercier, Arnaud Prouzeau. Learning with immersive technologies : a VRVirtual Reality task to study collaborative learning. IHM 2024 – 35e Conférence Internationale Francophone sur l’Interaction Humain-Machine, AFIHM; Sorbonne Université, Mar 2024, Paris, France. ⟨hal-04487309⟩
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Communication dans un congrès
Olivier Chapuis, Raphaël James, Marzieh Rafiei, Anastasia Bezerianos. Comparing Physical and VRVirtual Reality-emulated Ultra-walls in a Classification Task. Proceedings of the 35th Conference on l’Interaction Humain-Machine, AFIHM; ACM, Mar 2024, Paris, France. pp.1 — 14, ⟨10.1145/3649792.3649797⟩. ⟨hal-04451520⟩
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Article dans une revue
Lijie Yao, Romain Vuillemot, Anastasia Bezerianos, Petra Isenberg. Designing for Visualization in Motion: Embedding Visualizations in Swimming Videos. IEEE Transactions on Visualization and Computer Graphics, 2024, 30 (3), pp.1821-1836. ⟨10.1109/tvcg.2023.3341990⟩. ⟨hal-04364838⟩
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Pré-publication, Document de travail
Alaul Islam, Tingying He, Anastasia Bezerianos, Tanja Blascheck, Bongshin Lee, et al.. Visualizing Information on Smartwatch Faces: A Review and Design Space. 2024. ⟨hal-04365013⟩
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Article dans une revue
Vincent Cavez, Caroline Appert, Emmanuel Pietriga. Spreadsheets on Interactive Surfaces: Breaking through the Grid with the Pen. ACM Transactions on Computer-Human Interaction, 2024, 31 (2), pp.16:1-16:33. ⟨10.1145/3630097⟩. ⟨hal-04272550⟩
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Chapitre d'ouvrage
Nathalie Mejean Perrot, Alberto Tonda, Nadia Boukhelifa, Ilaria Brunetti, Anastasia Bezerianos, et al.. Machine learning for agri-food processes: learning from data, human knowledge and interactions. Current Developments in Biotechnology and Bioengineering, Elsevier, pp.261-286, 2022, ⟨10.1016/B978-0-323-91167-2.00006-X⟩. ⟨hal-04230255⟩
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Article dans une revue
Consuelo Martínez Fontaine, Vanessa Peña-Araya, Chiara Marmo, Marine Le Morvan, Guillaume Delpech, et al.. BOOM! Tephrochronological dataset and exploration tool of the Southern (33–46° S) and Austral (49–55° S) volcanic zones of the Andes. Quaternary Science Reviews, 2023, 316, pp.108254. ⟨10.1016/j.quascirev.2023.108254⟩. ⟨hal-04219211⟩
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Proceedings/Recueil des communications
Simone Barbosa, Cliff Lampe, Caroline Appert, David A. Shamma. CHI EA’22: Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems. ACM, 2022, 978-1-4503-9156-6. ⟨10.1145/3491101⟩. ⟨hal-04098176⟩
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Thèse
Hugo Romat. From data exploration to presentation : designing new systems and interaction techniques to enhance the sense-making process. Human-Computer Interaction [cs.HC]. Université Paris Saclay (COmUE), 2019. English. ⟨NNT : 2019SACLS335⟩. ⟨tel-02390645⟩
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Proceedings/Recueil des communications
Simone Barbosa, Cliff Lampe, Caroline Appert, David A. Shamma, Steven Drucker, et al.. CHI’22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. ACM, 2022, 978-1-4503-9157-3. ⟨10.1145/3491102⟩. ⟨hal-04098172⟩
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Thèse
Emmanuel Courtoux. Tangible Interaction for Wall Displays. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2023. English. ⟨NNT : 2023UPASG028⟩. ⟨tel-04094239⟩
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Thèse
Raphaël James. Augmented and Physical reality environments used in collaborative visual analysis. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2023. English. ⟨NNT : 2023UPASG011⟩. ⟨tel-04031932⟩
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Communication dans un congrès
Tanja Blascheck, Lonni Besançon, Anastasia Bezerianos, Bongshin Lee, Alaul Islam, et al.. Studies of Part-to-Whole Glanceable Visualizations on Smartwatch Faces. The IEEE Pacific Visualization Symposium (PacificVis), Apr 2023, Los Alamitos, United States. ⟨10.1109/PacificVis56936.2023.00028⟩. ⟨hal-04018448⟩
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Communication dans un congrès
Raphaël James, Anastasia Bezerianos, Olivier Chapuis. Evaluating the Extension of Wall Displays with AR for Collaborative Work. CHI 2023 – International conference on Human factors in computing systems, Apr 2023, Hambourg, Germany. ⟨10.1145/3544548.3580752⟩. ⟨hal-04010673⟩
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Thèse
Jiayi Hong. Machine Learning Supported Interactive Visualization of Hybrid 3D and 2D Data for the Example of Plant Cell Lineage Specification. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2023. English. ⟨NNT : 2023UPASG006⟩. ⟨tel-04016701⟩