Senior Research Scientist Inria
ILDA
Interacting with Large DAta – ILDA
Datasets are no longer just large. They are distributed over multiple sources and increasingly interlinked, consisting of heterogeneous pieces of content structured in elaborate ways. Our goal is to design data-centric interactive systems that provide users with the right data at the right time and enable them to effectively manipulate and share these data.
We design, develop and evaluate novel interaction and visualization techniques to empower users in both mobile and stationary contexts involving a variety of display devices, including: smartphones and tablets, augmented reality headsets, desktop workstations, tabletops, ultra-high-resolution wall-sized displays.
Coordination
Team members
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Interaction avec l’Humain
ILDA
Bezerianos Anastasia
Professor
Co-head of the CS dep of the Polytech Engineering School
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Recent Publications
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Communication dans un congrès
Jarred Gershon Green, Alessandro Carosi, Lara Nava, Barbara Patricelli, Fabian Schüssler, et al.. Chasing Gravitational Waves with the Cherenkov Telescope Array. ICRC 2023 – 38th International Cosmic Ray Conference, Jul 2023, Nagoya, Japan. pp.1534, ⟨10.22323/1.444.1534⟩. ⟨hal-05448187⟩
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Communication dans un congrès
Omi Johnson, Briggs Twitchell, Mélanie Munch, Kamal Kansou, C Baudrit, et al.. Exploring a Machine Learning Model with Interactive Visualization and a Chat Assistant for Bread-Making Insights. GreenFoodTech 2025, Apr 2025, Saint Malo (Palais du Grand Large), France. ⟨hal-05285797⟩
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Thèse
Camille Dupré. Pad-based Interaction in Mixed Reality environments. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG118⟩. ⟨tel-05447349⟩
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Pré-publication, Document de travail
T. Dusserre, H. Dole, F. Sarron, G. Castignani, N. Ramos-Chernenko, et al.. Euclid Quick Data Release (Q1). The Euclid view on Planck galaxy protocluster candidates: towards a probe of the highest sites of star formation at cosmic noon. 2025. ⟨hal-05017542⟩
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Communication dans un congrès
Ambre Assor, Michael Mcguffin, Arnaud Prouzeau, Pierre Dragicevic, Martin Hachet. Animated Transitions for Abstract and Concrete Immersive Visualizations: A Design Space and Experiment. VRST 2025 – 31st ACM Symposium on Virtual Reality Software and Technology, Nov 2025, Montreal, Canada. ⟨10.1145/3756884.3765974⟩. ⟨hal-05363857⟩
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Article dans une revue
Alaul Islam, Tingying He, Anastasia Bezerianos, Tanja Blascheck, Bongshin Lee, et al.. Visualizing information on smartwatch faces: A review and design space. Information Visualization, 2025, ⟨10.1177/14738716251360339⟩. ⟨hal-05333788⟩
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Communication dans un congrès
Omi Johnson, Melanie Munch, Kamal Kansou, Cedric Baudrit, Anastasia Bezerianos, et al.. Bridging Modeling and Domain Expertise Through Visualization: A Case Study on Bread-Making with Bayesian Networks. CHI 2025 – CHI Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. pp.1-7, ⟨10.1145/3706599.3720102⟩. ⟨hal-05290618⟩
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Article dans une revue
Dongyun Han, Anastasia Bezerianos, Petra Isenberg, Isaac Cho. Perception of Visual Variables on Virtual Wall-Sized Tiled Displays in Immersive Environments. IEEE Transactions on Visualization and Computer Graphics, 2025, 31 (5), pp.3045-3055. ⟨10.1109/TVCG.2025.3549190⟩. ⟨hal-05245545⟩
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Communication dans un congrès
Briggs Twitchell, George Katsirelos, Anastasia Bezerianos, Nadia Boukhelifa. Explaining Complex ML Models to Domain Experts Using LLM & Visualization: An Exploration in the French Breadmaking Industry. CHI 2025 – CHI Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. pp.1-7, ⟨10.1145/3706599.3706685⟩. ⟨hal-05222926⟩
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Communication dans un congrès
Juliette Le Meudec, Anastasia Bezerianos, Arnaud Prouzeau. Shared, Replicated, or Separated? A Comparative Study of Virtual Workspace Configurations for Collaborative Hands-On Learning. ISMAR 2025 – IEEE International Symposium on Mixed and Augmented Reality, Oct 2025, Daejon, South Korea. pp.717-727, ⟨10.1109/ISMAR67309.2025.00081⟩. ⟨hal-05193514⟩
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Article dans une revue
Camille Dupré, Emmanuel Pietriga, Olivier Gladin, Stéphanie Rey, Houssem Saidi, et al.. Investigating Hand-Bound Pads for AR Input Using Hand-Tracking Only. Proceedings of the ACM on Human-Computer Interaction , 2025, 9 (5), pp.MHCI018. ⟨10.1145/3743707⟩. ⟨hal-05140350⟩
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Poster de conférence
Juliette Meunier, Sébastien Rimbert, Arnaud Prouzeau, Fabien Lotte. Towards a protocol to find neurophysiological markers of collaborations. CORTICO 2025 – COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2025, Lyon, France. ⟨hal-05069081⟩
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Communication dans un congrès
Vanessa Peña-Araya, Consuelo Martínez Fontaine, Xiang Wei, Guillaume Delpech, Anastasia Bezerianos. Uncertainty in Science is Malleable. Advocating for User-Agency in Defining Uncertainty in Visualizations: a Case Study in Geology. CHI 2025 – 43rd SIGCHI conference on Human Factors in computing systems, ACM, Apr 2025, Yokohama, Japan. ⟨10.1145/3706598.3713972⟩. ⟨hal-05004600⟩
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Communication dans un congrès, Communication dans un congrès
Vincent Cavez, Catherine Letondal, Caroline Appert, Emmanuel Pietriga. EuterPen: Unleashing Creative Expression in Music Score Writing. CHI 2025 – 43rd SIGCHI conference on Human Factors in computing systems, ACM, Apr 2025, Yokohama, Japan. ⟨10.1145/3706598.3713488⟩. ⟨hal-04989074⟩
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Thèse
Vincent Cavez. Designing Pen-based Interactions for Productivity and Creativity. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG013⟩. ⟨tel-04986694⟩
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Communication dans un congrès
Victor Bréhault, Emmanuel Dubois, Arnaud Prouzeau, Marcos Serrano. A Systematic Literature Review to Characterize Asymmetric Interaction in Collaborative Systems. CHI 2025 – CHI Conference on Human Factors in Computing Systems, ACM, Apr 2025, Yokohama, Japan. ⟨10.1145/3706598.3713129⟩. ⟨hal-04940558⟩
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Thèse
Mehdi Chakhchoukh. Visualization to Support Multi-Criteria Decision-making in Agronomy. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG085⟩. ⟨tel-04926672⟩
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Communication dans un congrès, Communication dans un congrès
Maudeline Marlier, Nicolas Renoir, Martin Hachet, Arnaud Prouzeau. Exploring Interactions with Tangible and Actuated Tokens on a Shared Tabletop for Railway Traffic Management Control Centres. TEI 2025 – 19th International Conference on Tangible, Embedded, and Embodied Interaction, Mar 2025, Talence, France. ⟨10.1145/3689050.3704938⟩. ⟨hal-04891924⟩
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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 Visible, Explainable, Trustworthy and Transparent, SPRINGER, pp.341-360, 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 2024, 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.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. ⟨10.1109/ISMAR62088.2024.00110⟩. ⟨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⟩