Context-aware adaptive visualizations for critical decision making

Project Information

SYMBIOTIK

Grant agreement ID: 101071147

DOI

10.3030/101071147

EC signature date 12 July 2022

Start date 1 October 2022

End date 30 September 2026

Funded under

• The European Innovation Council (EIC)

Total cost

€ 4 485 655,00

EU contribution

€ 4 485 655,00

Coordinated by

UNIVERSITE DU LUXEMBOURG
Luxembourg

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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

Author(s): Sahar Niknam, Saravanakumar Duraisamy, Jean Botev, Luis A. Leiva
Published in: IEEE Transactions on Visualization and Computer Graphics, Issue 31, 2025, ISSN 1077-2626
Publisher: 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

Author(s): 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
Published in: Advances in Space Research, Issue 72, 2023, ISSN 1879-1948
Publisher: Elsevier
DOI: 10.1016/j.asr.2023.03.045

Enricommender: Business Intelligence for User Interface Design

Author(s): Alexis Ciarrone, Luis A Leiva, Mateusz Dubiel
Published in: Interacting with Computers, Issue 37, 2024, ISSN 0953-5438
Publisher: 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

Author(s): Santiago Villarreal-Narvaez, Arthur Sluÿters, Jean Vanderdonckt, Radu-Daniel Vatavu
Published in: ACM Computing Surveys, Issue 56, 2024, ISSN 0360-0300
Publisher: ACM
DOI: 10.1145/3636458

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

Author(s): Mateusz Dubiel, Yasmine Barghouti, Kristina Kudryavtseva, Luis A. Leiva
Published in: Scientific Reports, Issue 14, 2024, ISSN 2045-2322
Publisher: Springer Nature
DOI: 10.1038/S41598-024-63380-6

A Factorial Analysis of Visual Profiles of Websites on Mobile Devices

Author(s): Nicolas Burny, Luis A. Leiva
Published in: International Journal of User-System Interaction, 2023, ISSN 2668-3245
Publisher: Matrix Rom
DOI: 10.37789/IJUSI.2023.16.2.1

Affective Relevance

Author(s): Tuukka Ruotsalo, V. Javier Traver, Aleksandra Kawala-Sterniuk, Luis A. Leiva
Published in: IEEE Intelligent Systems, Issue 39, 2024, ISSN 1541-1672
Publisher: IEEE
DOI: 10.1109/MIS.2024.3391508

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

Author(s): Zen, Mathieu; Vanderdonckt, Jean; Burny, Nicolas
Published in: Proceedings of ACM Human-Computer Interaction, Issue 7, 2023, ISSN 2573-0142
Publisher: ACM
DOI: 10.1145/3593224

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

Author(s): Kayhan Latifzadeh, Nima Gozalpour, V. Javier Traver, Tuukka Ruotsalo, Aleksandra Kawala-Sterniuk, Luis A Leiva
Published in: ACM Transactions on Multimedia Computing, Communications, and Applications, Issue 20, 2024, ISSN 1551-6857
Publisher: ACM
DOI: 10.1145/3663669

International Journal of Human Computer Studies

Author(s): Quentin Sellier; Arthur Sluÿters; Jean Vanderdonckt; Ingrid Poncin
Published in: International Journal of Human-Computer Studies, 2024, ISSN 1071-5819
Publisher: Elsevier
DOI: 10.1016/J.IJHCS.2024.103242

Evaluating a Large Language Model on Searching for GUI Layouts

Author(s): Brie, Paul; Burny, Nicolas; Sluyters, Arthur; Vanderdonckt, Jean
Published in: Proceedings of ACM Human-Computer Interaction, Issue 7, 2023, ISSN 2573-0142
Publisher: ACM
DOI: 10.1145/3593230

Impact of Design Decisions in Scanpath Modeling

Author(s): Parvin Emami; Yue Jiang; Zixin Guo; Luis A. Leiva
Published in: Proceedings of the ACM on Human-Computer Interaction, 2024, ISSN 2573-0142
Publisher: ACM
DOI: 10.1145/3685274

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

Author(s): Yoelvis Moreno, V. Javier Traver, Luis A. Leiva
Published in: Biomedical Engineering Letters, Issue 14, 2023, ISSN 2093-9868
Publisher: Springer
DOI: 10.1007/s13534-023-00316-5

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

Author(s): Quentin Sellier, Arthur Sluÿters, Jean Vanderdonckt, Ingrid Poncin
Published in: International Journal of Human-Computer Studies, Issue 185, 2024, ISSN 1071-5819
Publisher: 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

Author(s): Désirée C.A. Lemarquis, Bereket A. Yilma, Luis A. Leiva
Published in: Neural Computing and Applications, Issue 35, 2023, ISSN 0941-0643
Publisher: Springer Verlag
DOI: 10.1007/s00521-023-08559-0

AutoML for shape-writing biometrics

Author(s): Louis Weber; Luis A. Leiva
Published in: Neural Computing and Applications, 2025, ISSN 1433-3058
Publisher: Springer Nature
DOI: 10.1007/S00521-025-10983-3

Brainsourcing for temporal visual attention estimation

Author(s): Yoelvis Moreno-Alcayde, Tuukka Ruotsalo, Luis A. Leiva, V. Javier Traver
Published in: Biomedical Engineering Letters, Issue 15, 2025, ISSN 2093-9868
Publisher: Springer Nature
DOI: 10.1007/S13534-024-00449-1

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

Author(s): Arthur Sluÿters, Sébastien Lambot, Jean Vanderdonckt, Santiago Villarreal-Narvaez
Published in: IEEE Access, Issue 12, 2024, ISSN 2169-3536
Publisher: 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

Author(s): Mateusz Dubiel, Luis A. Leiva, Kerstin Bongard-Blanchy, Anastasia Sergeeva
Published in: ACM Transactions on Computer-Human Interaction, Issue 31, 2024, ISSN 1073-0516
Publisher: ACM
DOI: 10.1145/3685274

Conference proceedings (22)

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

Author(s): Saravanakumar Duraisamy, Nick Roeser, Mateusz Dubiel, Luis A. Leiva
Published in: Companion Proceedings of the 30th International Conference on Intelligent User Interfaces, 2025, ISBN 979-8-4007-1409-2
Publisher: ACM
DOI: 10.1145/3708557.3716365

UEyes: Understanding Visual Saliency across User Interface Types

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

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

Author(s): Bereket A. Yilma; Luis A. Leiva
Published in: Proceedings of the ACM Conf. on User Modeling, Adaptation and Personalization (UMAP), 2023, ISBN 9781450399326
Publisher: ACM
DOI: 10.1145/3565472.3592964

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

Author(s): Angela Lopez-Cardona, Carlos Segura, Alexandros Karatzoglou, Sergi Abadal, Ioannis Arapakis
Published in: International Conference on Learning Representations (ICLR), 2025
Publisher: N/A

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

Author(s): Angela Lopez-Cardona, Sebastian Ariel Idesis, Ioannis Arapakis
Published in: International Joint Conference on Neural Networks (IJCNN), 2025
Publisher: IEEE

Affective Relevance: Inferring Emotional Responses via fNIRS Neuroimaging

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

User-controlled Form Adaptation by Unsupervised Learning

Author(s): Diego Eloi, Alaa Sahraoui, Jean Vanderdonckt, Luis A. Leiva
Published in: Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction, 2024, ISBN 979-8-4007-0965-4
Publisher: ACM
DOI: 10.1145/3677045.3685431

Context-aware Adaptive Visualizations for Critical Decision Making

Author(s): Luis A. Leiva, Ioannis Arapakis, Michalis Vakalellis, Jean Vanderdonckt
Published in: "Proc. of ACM CHI 2023 Workshop ""Future of Computational Approaches for Understanding & Adapting User Interfaces", 2023, ISBN 9781450394215
Publisher: ACM

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

Author(s): Syrine Haddad, Kayhan Latifzadeh, Saravanakumar Duraisamy, Jean Vanderdonckt, Olfa Daassi, Safya Belghith, Luis A. Leiva
Published in: Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, 2025, ISBN 979-8-4007-0433-8
Publisher: ACM
DOI: 10.1145/3627043.3659549

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

Author(s): Daniel Gaspar-Figueiredo, Silvia Abrahão, Emilio Insfrán, Jean Vanderdonckt
Published in: Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering, EASE 2023, 2023, ISBN 9798400700446
Publisher: ACM
DOI: 10.1145/3593434.3593452

EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning

Author(s): Yue Jiang, Zixin Guo, Hamed Rezazadegan Tavakoli, Luis A. Leiva, Antti Oulasvirta
Published in: Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024, ISBN 979-8-4007-0628-8
Publisher: ACM
DOI: 10.1145/3654777.3676436

A Comparative Study of Scanpath Models in Graph-Based Visualization

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

FaceWard: Face Anonymization in Group Photos

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

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

Author(s): Jean Vanderdonckt, Radu-Daniel Vatavu, Arthur Sluÿters
Published in: Companion of the16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2024, ISBN 979-8-4007-0206-8
Publisher: ACM
DOI: 10.1145/3660515.3661331

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

Author(s): Samele, Alberto; Burny, Nicolas
Published in: 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2023), 2023, ISBN 9798400702068
Publisher: ACM

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

Author(s): 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)
Published in: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024, ISBN 979-8-4007-0331-7
Publisher: ACM
DOI: 10.1145/3613905.3650807

Adaptive Graphical User Interface Layout by Satisfying Fuzzy Constraints

Author(s): Yanagida, Takyto; Vanderdonckt, Jean; Burny, Nicolas
Published in: 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2023), 2023, ISBN 9798400702068
Publisher: ACM

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

Author(s): Mateusz Dubiel, Anastasia Sergeeva, Luis A. Leiva
Published in: Proceedings of the 29th International Conference on Intelligent User Interfaces, 2025, ISBN 978-1-4503-8018-8
Publisher: ACM
DOI: 10.1145/3640543.3645202

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

Author(s): Brie, Paul; Vanderdonckt, Jean; Burny, Nicolas
Published in: 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2023), 2023, ISBN 9488400702068
Publisher: ACM

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

Author(s): 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
Published in: Human Interaction and Emerging Technologies (IHIET-AI 2024), 2024, ISSN 2771-0718
Publisher: AHFE International
DOI: 10.54941/AHFE1004578

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

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

Feeling Positive? Predicting Emotional Image Similarity from Brain Signals

Author(s): Tuukka Ruotsalo; Kalle Mäkelä; Michiel M. Spapé; Luis A. Leiva
Published in: Proceedings of the 31st ACM International Conference on Multimedia, 2023, ISBN 979-8-4007-0686-8
Publisher: ACM
DOI: 10.1145/3581783.3613442

Thesis and dissertations (1)

Customization of Dashboard User Interfaces by the Decision Maker

Author(s): Julien De Meyer
Published in: 2023
Publisher: Dial

Book chapters (1)

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

Author(s): 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
Published in: Springer Proceedings in Advanced Robotics, European Robotics Forum 2024, 2024, ISSN 2511-1264
Publisher: Springer Nature
DOI: 10.1007/978-3-031-76424-0_20