Context-aware adaptive visualizations for critical decision making

Información del proyecto

SYMBIOTIK

Identificador del acuerdo de subvención: 101071147

DOI

10.3030/101071147

Fecha de la firma de la CE 12 Julio 2022

Fecha de inicio 1 Octubre 2022

Fecha de finalización 30 Septiembre 2026

Financiado con arreglo a

• The European Innovation Council (EIC)

Coste total

€ 4 485 655,00

Aportación de la UE

€ 4 485 655,00

Coordinado por

UNIVERSITE DU LUXEMBOURG
Luxembourg

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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.

Publicaciones

Peer reviewed articles (19)

Brain Signatures of Time Perception in Virtual Reality

Autores: Sahar Niknam, Saravanakumar Duraisamy, Jean Botev, Luis A. Leiva
Publicado en: IEEE Transactions on Visualization and Computer Graphics, Edición 31, 2025, ISSN 1077-2626
Editor: 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

Autores: 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
Publicado en: Advances in Space Research, Edición 72, 2023, ISSN 1879-1948
Editor: Elsevier
DOI: 10.1016/j.asr.2023.03.045

Enricommender: Business Intelligence for User Interface Design

Autores: Alexis Ciarrone, Luis A Leiva, Mateusz Dubiel
Publicado en: Interacting with Computers, Edición 37, 2024, ISSN 0953-5438
Editor: 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

Autores: Santiago Villarreal-Narvaez, Arthur Sluÿters, Jean Vanderdonckt, Radu-Daniel Vatavu
Publicado en: ACM Computing Surveys, Edición 56, 2024, ISSN 0360-0300
Editor: ACM
DOI: 10.1145/3636458

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

Autores: Mateusz Dubiel, Yasmine Barghouti, Kristina Kudryavtseva, Luis A. Leiva
Publicado en: Scientific Reports, Edición 14, 2024, ISSN 2045-2322
Editor: Springer Nature
DOI: 10.1038/S41598-024-63380-6

A Factorial Analysis of Visual Profiles of Websites on Mobile Devices

Autores: Nicolas Burny, Luis A. Leiva
Publicado en: International Journal of User-System Interaction, 2023, ISSN 2668-3245
Editor: Matrix Rom
DOI: 10.37789/IJUSI.2023.16.2.1

Affective Relevance

Autores: Tuukka Ruotsalo, V. Javier Traver, Aleksandra Kawala-Sterniuk, Luis A. Leiva
Publicado en: IEEE Intelligent Systems, Edición 39, 2024, ISSN 1541-1672
Editor: IEEE
DOI: 10.1109/MIS.2024.3391508

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

Autores: Zen, Mathieu; Vanderdonckt, Jean; Burny, Nicolas
Publicado en: Proceedings of ACM Human-Computer Interaction, Edición 7, 2023, ISSN 2573-0142
Editor: ACM
DOI: 10.1145/3593224

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

Autores: Kayhan Latifzadeh, Nima Gozalpour, V. Javier Traver, Tuukka Ruotsalo, Aleksandra Kawala-Sterniuk, Luis A Leiva
Publicado en: ACM Transactions on Multimedia Computing, Communications, and Applications, Edición 20, 2024, ISSN 1551-6857
Editor: ACM
DOI: 10.1145/3663669

International Journal of Human Computer Studies

Autores: Quentin Sellier; Arthur Sluÿters; Jean Vanderdonckt; Ingrid Poncin
Publicado en: International Journal of Human-Computer Studies, 2024, ISSN 1071-5819
Editor: Elsevier
DOI: 10.1016/J.IJHCS.2024.103242

Evaluating a Large Language Model on Searching for GUI Layouts

Autores: Brie, Paul; Burny, Nicolas; Sluyters, Arthur; Vanderdonckt, Jean
Publicado en: Proceedings of ACM Human-Computer Interaction, Edición 7, 2023, ISSN 2573-0142
Editor: ACM
DOI: 10.1145/3593230

Impact of Design Decisions in Scanpath Modeling

Autores: Parvin Emami; Yue Jiang; Zixin Guo; Luis A. Leiva
Publicado en: Proceedings of the ACM on Human-Computer Interaction, 2024, ISSN 2573-0142
Editor: ACM
DOI: 10.1145/3685274

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

Autores: Yoelvis Moreno, V. Javier Traver, Luis A. Leiva
Publicado en: Biomedical Engineering Letters, Edición 14, 2023, ISSN 2093-9868
Editor: Springer
DOI: 10.1007/s13534-023-00316-5

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

Autores: Quentin Sellier, Arthur Sluÿters, Jean Vanderdonckt, Ingrid Poncin
Publicado en: International Journal of Human-Computer Studies, Edición 185, 2024, ISSN 1071-5819
Editor: 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

Autores: Désirée C.A. Lemarquis, Bereket A. Yilma, Luis A. Leiva
Publicado en: Neural Computing and Applications, Edición 35, 2023, ISSN 0941-0643
Editor: Springer Verlag
DOI: 10.1007/s00521-023-08559-0

AutoML for shape-writing biometrics

Autores: Louis Weber; Luis A. Leiva
Publicado en: Neural Computing and Applications, 2025, ISSN 1433-3058
Editor: Springer Nature
DOI: 10.1007/S00521-025-10983-3

Brainsourcing for temporal visual attention estimation

Autores: Yoelvis Moreno-Alcayde, Tuukka Ruotsalo, Luis A. Leiva, V. Javier Traver
Publicado en: Biomedical Engineering Letters, Edición 15, 2025, ISSN 2093-9868
Editor: Springer Nature
DOI: 10.1007/S13534-024-00449-1

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

Autores: Arthur Sluÿters, Sébastien Lambot, Jean Vanderdonckt, Santiago Villarreal-Narvaez
Publicado en: IEEE Access, Edición 12, 2024, ISSN 2169-3536
Editor: 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

Autores: Mateusz Dubiel, Luis A. Leiva, Kerstin Bongard-Blanchy, Anastasia Sergeeva
Publicado en: ACM Transactions on Computer-Human Interaction, Edición 31, 2024, ISSN 1073-0516
Editor: ACM
DOI: 10.1145/3685274

Conference proceedings (22)

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

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

UEyes: Understanding Visual Saliency across User Interface Types

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

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

Autores: Bereket A. Yilma; Luis A. Leiva
Publicado en: Proceedings of the ACM Conf. on User Modeling, Adaptation and Personalization (UMAP), 2023, ISBN 9781450399326
Editor: ACM
DOI: 10.1145/3565472.3592964

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

Autores: Angela Lopez-Cardona, Carlos Segura, Alexandros Karatzoglou, Sergi Abadal, Ioannis Arapakis
Publicado en: International Conference on Learning Representations (ICLR), 2025
Editor: N/A

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

Autores: Angela Lopez-Cardona, Sebastian Ariel Idesis, Ioannis Arapakis
Publicado en: International Joint Conference on Neural Networks (IJCNN), 2025
Editor: IEEE

Affective Relevance: Inferring Emotional Responses via fNIRS Neuroimaging

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

User-controlled Form Adaptation by Unsupervised Learning

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

Context-aware Adaptive Visualizations for Critical Decision Making

Autores: Luis A. Leiva, Ioannis Arapakis, Michalis Vakalellis, Jean Vanderdonckt
Publicado en: "Proc. of ACM CHI 2023 Workshop ""Future of Computational Approaches for Understanding & Adapting User Interfaces", 2023, ISBN 9781450394215
Editor: ACM

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

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

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

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

EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning

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

A Comparative Study of Scanpath Models in Graph-Based Visualization

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

FaceWard: Face Anonymization in Group Photos

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

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

Autores: Jean Vanderdonckt, Radu-Daniel Vatavu, Arthur Sluÿters
Publicado en: Companion of the16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2024, ISBN 979-8-4007-0206-8
Editor: ACM
DOI: 10.1145/3660515.3661331

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

Autores: Samele, Alberto; Burny, Nicolas
Publicado en: 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2023), 2023, ISBN 9798400702068
Editor: ACM

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

Autores: 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)
Publicado en: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024, ISBN 979-8-4007-0331-7
Editor: ACM
DOI: 10.1145/3613905.3650807

Adaptive Graphical User Interface Layout by Satisfying Fuzzy Constraints

Autores: Yanagida, Takyto; Vanderdonckt, Jean; Burny, Nicolas
Publicado en: 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2023), 2023, ISBN 9798400702068
Editor: ACM

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

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

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

Autores: Brie, Paul; Vanderdonckt, Jean; Burny, Nicolas
Publicado en: 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2023), 2023, ISBN 9488400702068
Editor: ACM

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

Autores: 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
Publicado en: Human Interaction and Emerging Technologies (IHIET-AI 2024), 2024, ISSN 2771-0718
Editor: AHFE International
DOI: 10.54941/AHFE1004578

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

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

Feeling Positive? Predicting Emotional Image Similarity from Brain Signals

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

Thesis and dissertations (1)

Customization of Dashboard User Interfaces by the Decision Maker

Autores: Julien De Meyer
Publicado en: 2023
Editor: Dial

Book chapters (1)

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

Autores: 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
Publicado en: Springer Proceedings in Advanced Robotics, European Robotics Forum 2024, 2024, ISSN 2511-1264
Editor: Springer Nature
DOI: 10.1007/978-3-031-76424-0_20