Context-aware adaptive visualizations for critical decision making

Informations projet

SYMBIOTIK

N° de convention de subvention: 101071147

DOI

10.3030/101071147

Date de signature de la CE 12 Juillet 2022

Date de début 1 Octobre 2022

Date de fin 30 Septembre 2026

Financé au titre de

• The European Innovation Council (EIC)

Coût total

€ 4 485 655,00

Contribution de l’UE

€ 4 485 655,00

Coordonné par

UNIVERSITE DU LUXEMBOURG
Luxembourg

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Websites, patent fillings, videos etc. (1)

Logo and Website

Project logo + website with relevant public awareness inputs, informing the community about key findings and the importance of the project.

Publications

Peer reviewed articles (19)

Brain Signatures of Time Perception in Virtual Reality

Auteurs: Sahar Niknam, Saravanakumar Duraisamy, Jean Botev, Luis A. Leiva
Publié dans: IEEE Transactions on Visualization and Computer Graphics, Numéro 31, 2025, ISSN 1077-2626
Éditeur: IEEE
DOI: 10.1109/TVCG.2025.3549570

Enabling astronaut self-scheduling using a robust advanced modelling and scheduling system: An assessment during a Mars analogue mission

Auteurs: Michael Saint-Guillain; Jean Vanderdonckt; Nicolas Burny; Vladimir Pletser; Tiago Vaquero; Steve Chien; Alexander Karl; Jessica Marquez; Cyril Wain; Audrey Comein; Ignacio S. Casla; Jean Jacobs; Julien Meert; Cheyenne Chamart; Sirga Drouet; Julie Manon
Publié dans: Advances in Space Research, Numéro 72, 2023, ISSN 1879-1948
Éditeur: Elsevier
DOI: 10.1016/j.asr.2023.03.045

Enricommender: Business Intelligence for User Interface Design

Auteurs: Alexis Ciarrone, Luis A Leiva, Mateusz Dubiel
Publié dans: Interacting with Computers, Numéro 37, 2024, ISSN 0953-5438
Éditeur: Oxford University Press (OUP)
DOI: 10.1093/IWC/IWAE037

Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies

Auteurs: Santiago Villarreal-Narvaez, Arthur Sluÿters, Jean Vanderdonckt, Radu-Daniel Vatavu
Publié dans: ACM Computing Surveys, Numéro 56, 2024, ISSN 0360-0300
Éditeur: ACM
DOI: 10.1145/3636458

On-device query intent prediction with lightweight LLMs to support ubiquitous conversations

Auteurs: Mateusz Dubiel, Yasmine Barghouti, Kristina Kudryavtseva, Luis A. Leiva
Publié dans: Scientific Reports, Numéro 14, 2024, ISSN 2045-2322
Éditeur: Springer Nature
DOI: 10.1038/S41598-024-63380-6

A Factorial Analysis of Visual Profiles of Websites on Mobile Devices

Auteurs: Nicolas Burny, Luis A. Leiva
Publié dans: International Journal of User-System Interaction, 2023, ISSN 2668-3245
Éditeur: Matrix Rom
DOI: 10.37789/IJUSI.2023.16.2.1

Affective Relevance

Auteurs: Tuukka Ruotsalo, V. Javier Traver, Aleksandra Kawala-Sterniuk, Luis A. Leiva
Publié dans: IEEE Intelligent Systems, Numéro 39, 2024, ISSN 1541-1672
Éditeur: IEEE
DOI: 10.1109/MIS.2024.3391508

A Quality Model-based Approach for Measuring User Interface Aesthetics with Grace

Auteurs: Zen, Mathieu; Vanderdonckt, Jean; Burny, Nicolas
Publié dans: Proceedings of ACM Human-Computer Interaction, Numéro 7, 2023, ISSN 2573-0142
Éditeur: ACM
DOI: 10.1145/3593224

Efficient Decoding of Affective States from Video-elicited EEG Signals: An Empirical Investigation

Auteurs: Kayhan Latifzadeh, Nima Gozalpour, V. Javier Traver, Tuukka Ruotsalo, Aleksandra Kawala-Sterniuk, Luis A Leiva
Publié dans: ACM Transactions on Multimedia Computing, Communications, and Applications, Numéro 20, 2024, ISSN 1551-6857
Éditeur: ACM
DOI: 10.1145/3663669

International Journal of Human Computer Studies

Auteurs: Quentin Sellier; Arthur Sluÿters; Jean Vanderdonckt; Ingrid Poncin
Publié dans: International Journal of Human-Computer Studies, 2024, ISSN 1071-5819
Éditeur: Elsevier
DOI: 10.1016/J.IJHCS.2024.103242

Evaluating a Large Language Model on Searching for GUI Layouts

Auteurs: Brie, Paul; Burny, Nicolas; Sluyters, Arthur; Vanderdonckt, Jean
Publié dans: Proceedings of ACM Human-Computer Interaction, Numéro 7, 2023, ISSN 2573-0142
Éditeur: ACM
DOI: 10.1145/3593230

Impact of Design Decisions in Scanpath Modeling

Auteurs: Parvin Emami; Yue Jiang; Zixin Guo; Luis A. Leiva
Publié dans: Proceedings of the ACM on Human-Computer Interaction, 2024, ISSN 2573-0142
Éditeur: ACM
DOI: 10.1145/3685274

Sneaky Emotions: Impact of Data Partitions in Affective Computing Experiments with Brain-Computer Interfacing

Auteurs: Yoelvis Moreno, V. Javier Traver, Luis A. Leiva
Publié dans: Biomedical Engineering Letters, Numéro 14, 2023, ISSN 2093-9868
Éditeur: Springer
DOI: 10.1007/s13534-023-00316-5

Evaluating gesture user interfaces: Quantitative measures, qualitative scales, and method

Auteurs: Quentin Sellier, Arthur Sluÿters, Jean Vanderdonckt, Ingrid Poncin
Publié dans: International Journal of Human-Computer Studies, Numéro 185, 2024, ISSN 1071-5819
Éditeur: Elsevier
DOI: 10.1016/J.IJHCS.2024.103242

What can a swiped word tell us more? Demographic and behavioral correlates from shape-writing text entry

Auteurs: Désirée C.A. Lemarquis, Bereket A. Yilma, Luis A. Leiva
Publié dans: Neural Computing and Applications, Numéro 35, 2023, ISSN 0941-0643
Éditeur: Springer Verlag
DOI: 10.1007/s00521-023-08559-0

AutoML for shape-writing biometrics

Auteurs: Louis Weber; Luis A. Leiva
Publié dans: Neural Computing and Applications, 2025, ISSN 1433-3058
Éditeur: Springer Nature
DOI: 10.1007/S00521-025-10983-3

Brainsourcing for temporal visual attention estimation

Auteurs: Yoelvis Moreno-Alcayde, Tuukka Ruotsalo, Luis A. Leiva, V. Javier Traver
Publié dans: Biomedical Engineering Letters, Numéro 15, 2025, ISSN 2093-9868
Éditeur: Springer Nature
DOI: 10.1007/S13534-024-00449-1

Analysis of User-Defined Radar-Based Hand Gestures Sensed Through Multiple Materials

Auteurs: Arthur Sluÿters, Sébastien Lambot, Jean Vanderdonckt, Santiago Villarreal-Narvaez
Publié dans: IEEE Access, Numéro 12, 2024, ISSN 2169-3536
Éditeur: IEEE
DOI: 10.1109/ACCESS.2024.3366667

“Hey Genie, You Got Me Thinking about My Menu Choices!” Impact of Proactive Feedback on User Perception and Reflection in Decision-making Tasks

Auteurs: Mateusz Dubiel, Luis A. Leiva, Kerstin Bongard-Blanchy, Anastasia Sergeeva
Publié dans: ACM Transactions on Computer-Human Interaction, Numéro 31, 2024, ISSN 1073-0516
Éditeur: ACM
DOI: 10.1145/3685274

Conference proceedings (22)

An Adaptive Brain-Computer Interface Game with Blink Controls and Cognitive State Monitoring

Auteurs: Saravanakumar Duraisamy, Nick Roeser, Mateusz Dubiel, Luis A. Leiva
Publié dans: Companion Proceedings of the 30th International Conference on Intelligent User Interfaces, 2025, ISBN 979-8-4007-1409-2
Éditeur: ACM
DOI: 10.1145/3708557.3716365

UEyes: Understanding Visual Saliency across User Interface Types

Auteurs: Yue Jiang, Luis A. Leiva, Paul R.B. Houssel, Hamed R. Tavakoli, Julia Kylmälä, Antti Oulasvirta
Publié dans: Proceedings of the SIGCHI conference on Human factors in computing systems (CHI), 2023, ISBN 9781450394215
Éditeur: ACM
DOI: 10.1145/3544548.3581096

Together Yet Apart: Multimodal Representation Learning for Personalised Visual Art Recommendation

Auteurs: Bereket A. Yilma; Luis A. Leiva
Publié dans: Proceedings of the ACM Conf. on User Modeling, Adaptation and Personalization (UMAP), 2023, ISBN 9781450399326
Éditeur: ACM
DOI: 10.1145/3565472.3592964

Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models

Auteurs: Angela Lopez-Cardona, Carlos Segura, Alexandros Karatzoglou, Sergi Abadal, Ioannis Arapakis
Publié dans: International Conference on Learning Representations (ICLR), 2025
Éditeur: N/A

Integrating Cognitive Processing Signals into Language Models: A Review of Advances, Applications and Future Directions

Auteurs: Angela Lopez-Cardona, Sebastian Ariel Idesis, Ioannis Arapakis
Publié dans: International Joint Conference on Neural Networks (IJCNN), 2025
Éditeur: IEEE

Affective Relevance: Inferring Emotional Responses via fNIRS Neuroimaging

Auteurs: Tuukka Ruotsalo, Kalle Mäkelä, Michiel Spapé, Luis A. Leiva
Publié dans: Proceedings of the Intl. ACM SIGIR Conf. on Research and Development in Information Retrieval (SIGIR), 2023, ISBN 9781450394086
Éditeur: ACM
DOI: 10.1145/3539618.3591946

User-controlled Form Adaptation by Unsupervised Learning

Auteurs: Diego Eloi, Alaa Sahraoui, Jean Vanderdonckt, Luis A. Leiva
Publié dans: Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction, 2024, ISBN 979-8-4007-0965-4
Éditeur: ACM
DOI: 10.1145/3677045.3685431

Context-aware Adaptive Visualizations for Critical Decision Making

Auteurs: Luis A. Leiva, Ioannis Arapakis, Michalis Vakalellis, Jean Vanderdonckt
Publié dans: "Proc. of ACM CHI 2023 Workshop ""Future of Computational Approaches for Understanding & Adapting User Interfaces", 2023, ISBN 9781450394215
Éditeur: ACM

Good GUIs, Bad GUIs: Affective Evaluation of Graphical User Interfaces

Auteurs: Syrine Haddad, Kayhan Latifzadeh, Saravanakumar Duraisamy, Jean Vanderdonckt, Olfa Daassi, Safya Belghith, Luis A. Leiva
Publié dans: Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, 2025, ISBN 979-8-4007-0433-8
Éditeur: ACM
DOI: 10.1145/3627043.3659549

Measuring User Experience of Adaptive User Interfaces using EEG: A Replication Study

Auteurs: Daniel Gaspar-Figueiredo, Silvia Abrahão, Emilio Insfrán, Jean Vanderdonckt
Publié dans: Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering, EASE 2023, 2023, ISBN 9798400700446
Éditeur: ACM
DOI: 10.1145/3593434.3593452

EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning

Auteurs: Yue Jiang, Zixin Guo, Hamed Rezazadegan Tavakoli, Luis A. Leiva, Antti Oulasvirta
Publié dans: Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024, ISBN 979-8-4007-0628-8
Éditeur: ACM
DOI: 10.1145/3654777.3676436

A Comparative Study of Scanpath Models in Graph-Based Visualization

Auteurs: Angela Lopez-Cardona, Parvin Emami, Sebastian Ariel Idesis, Saravanakumar Duraisamy, Luis A. Leiva, Ioannis Arapakis
Publié dans: Proceedings of ACM Symposium on Eye Tracking Research & Applications Conference (ETRA’25), 2025
Éditeur: ACM

FaceWard: Face Anonymization in Group Photos

Auteurs: Sena Kilinç, Manasvi Ponaka, Luis A. Leiva
Publié dans: Adj. Proceedings of the Intl. Conf. on Human-computer interaction with mobile devices and services (MobileHCI), 2023, ISBN 9781450399241
Éditeur: ACM
DOI: 10.1145/3565066.3608249

Engineering Touchscreen Input for 3-Way Displays: Taxonomy, Datasets, and Classification

Auteurs: Jean Vanderdonckt, Radu-Daniel Vatavu, Arthur Sluÿters
Publié dans: Companion of the16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2024, ISBN 979-8-4007-0206-8
Éditeur: ACM
DOI: 10.1145/3660515.3661331

Bootstrapped Evaluation with OctoDollop: A Mobile Application for Evaluating Mobile GUI Aesthetics in Context

Auteurs: Samele, Alberto; Burny, Nicolas
Publié dans: 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2023), 2023, ISBN 9798400702068
Éditeur: ACM

Might as Well Be on Mars: Insights on the Extraterrestrial Applicability of Interaction Design Frameworks from Earth

Auteurs: Vanderdonckt, Jean; Vatavu, Radu-Daniel; Manon, Julie; Saint-Guillain, Michael; Lefèvre, Philippe; Marquez, Jessica J.; ACM International Conference oh Human Aspects in Computing Systems (CHI '24)
Publié dans: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024, ISBN 979-8-4007-0331-7
Éditeur: ACM
DOI: 10.1145/3613905.3650807

Adaptive Graphical User Interface Layout by Satisfying Fuzzy Constraints

Auteurs: Yanagida, Takyto; Vanderdonckt, Jean; Burny, Nicolas
Publié dans: 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2023), 2023, ISBN 9798400702068
Éditeur: ACM

Impact of Voice Fidelity on Decision Making: A Potential Dark Pattern?

Auteurs: Mateusz Dubiel, Anastasia Sergeeva, Luis A. Leiva
Publié dans: Proceedings of the 29th International Conference on Intelligent User Interfaces, 2025, ISBN 978-1-4503-8018-8
Éditeur: ACM
DOI: 10.1145/3640543.3645202

VisionAPI: An API for Offline and Online Segmentation and Identification of Hand-Sketched Graphical User Interfaces

Auteurs: Brie, Paul; Vanderdonckt, Jean; Burny, Nicolas
Publié dans: 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2023), 2023, ISBN 9488400702068
Éditeur: ACM

Adaptive Visualization Framework for Human-Centric Data Interaction in Time-Critical Environments

Auteurs: Alexopoulos, Andreas; Vanderdonckt, Jean; Leiva, Luis A.; Arapakis, Ioannis; Vakalellis, Michalis; Prevelakis, Vassilis; 11th International Conference on Human Interaction & Emerging Technologies: Artificial Intelligence & Future Applications
Publié dans: Human Interaction and Emerging Technologies (IHIET-AI 2024), 2024, ISSN 2771-0718
Éditeur: AHFE International
DOI: 10.54941/AHFE1004578

The Elements of Visual Art Recommendation: Learning Latent Semantic Representations of Paintings

Auteurs: Yilma, Bereket Abera; Leiva, Luis A.
Publié dans: Proceedings of the SIGCHI conference on Human factors in computing systems (CHI), 2023, ISBN 9781450394215
Éditeur: ACM
DOI: 10.1145/3544548.3581477

Feeling Positive? Predicting Emotional Image Similarity from Brain Signals

Auteurs: Tuukka Ruotsalo; Kalle Mäkelä; Michiel M. Spapé; Luis A. Leiva
Publié dans: Proceedings of the 31st ACM International Conference on Multimedia, 2023, ISBN 979-8-4007-0686-8
Éditeur: ACM
DOI: 10.1145/3581783.3613442

Thesis and dissertations (1)

Customization of Dashboard User Interfaces by the Decision Maker

Auteurs: Julien De Meyer
Publié dans: 2023
Éditeur: Dial

Book chapters (1)

Awareness in Robotics: An Early Perspective from the Viewpoint of the EIC Pathfinder Challenge “Awareness Inside”

Auteurs: Cosimo Della Santina, Carlos Hernandez Corbato, Burak Sisman, Luis A. Leiva, Ioannis Arapakis, Michalis Vakalellis, Jean Vanderdonckt, Luis Fernando D’Haro, Guido Manzi, Cristina Becchio, Aïda Elamrani, Mohsen Alirezaei, Ginevra Castellano, Dimos V. Dimarogonas, Arabinda Ghosh, Sofie Haesaert, Sadegh Soudjani, Sybert Stroeve, Paul Verschure, Davide Bacciu, Ophelia Deroy, Bahador Bahrami, Claudio Gallicchio, Sabine Hauert, Ricardo Sanz, Pablo Lanillos, Giovanni Iacca, Stephan Sigg, Manel Gasulla, Luc Steels, Carles Sierra
Publié dans: Springer Proceedings in Advanced Robotics, European Robotics Forum 2024, 2024, ISSN 2511-1264
Éditeur: Springer Nature
DOI: 10.1007/978-3-031-76424-0_20