Context-aware adaptive visualizations for critical decision making

Informazioni relative al progetto

SYMBIOTIK

ID dell’accordo di sovvenzione: 101071147

DOI

10.3030/101071147

Data della firma CE 12 Luglio 2022

Data di avvio 1 Ottobre 2022

Data di completamento 30 Settembre 2026

Finanziato da

• The European Innovation Council (EIC)

Costo totale

€ 4 485 655,00

Contributo UE

€ 4 485 655,00

Coordinato da

UNIVERSITE DU LUXEMBOURG
Luxembourg

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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.

Pubblicazioni

Peer reviewed articles (19)

Brain Signatures of Time Perception in Virtual Reality

Autori: Sahar Niknam, Saravanakumar Duraisamy, Jean Botev, Luis A. Leiva
Pubblicato in: IEEE Transactions on Visualization and Computer Graphics, Numero 31, 2025, ISSN 1077-2626
Editore: 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

Autori: 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
Pubblicato in: Advances in Space Research, Numero 72, 2023, ISSN 1879-1948
Editore: Elsevier
DOI: 10.1016/j.asr.2023.03.045

Enricommender: Business Intelligence for User Interface Design

Autori: Alexis Ciarrone, Luis A Leiva, Mateusz Dubiel
Pubblicato in: Interacting with Computers, Numero 37, 2024, ISSN 0953-5438
Editore: 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

Autori: Santiago Villarreal-Narvaez, Arthur Sluÿters, Jean Vanderdonckt, Radu-Daniel Vatavu
Pubblicato in: ACM Computing Surveys, Numero 56, 2024, ISSN 0360-0300
Editore: ACM
DOI: 10.1145/3636458

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

Autori: Mateusz Dubiel, Yasmine Barghouti, Kristina Kudryavtseva, Luis A. Leiva
Pubblicato in: Scientific Reports, Numero 14, 2024, ISSN 2045-2322
Editore: Springer Nature
DOI: 10.1038/S41598-024-63380-6

A Factorial Analysis of Visual Profiles of Websites on Mobile Devices

Autori: Nicolas Burny, Luis A. Leiva
Pubblicato in: International Journal of User-System Interaction, 2023, ISSN 2668-3245
Editore: Matrix Rom
DOI: 10.37789/IJUSI.2023.16.2.1

Affective Relevance

Autori: Tuukka Ruotsalo, V. Javier Traver, Aleksandra Kawala-Sterniuk, Luis A. Leiva
Pubblicato in: IEEE Intelligent Systems, Numero 39, 2024, ISSN 1541-1672
Editore: IEEE
DOI: 10.1109/MIS.2024.3391508

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

Autori: Zen, Mathieu; Vanderdonckt, Jean; Burny, Nicolas
Pubblicato in: Proceedings of ACM Human-Computer Interaction, Numero 7, 2023, ISSN 2573-0142
Editore: ACM
DOI: 10.1145/3593224

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

Autori: Kayhan Latifzadeh, Nima Gozalpour, V. Javier Traver, Tuukka Ruotsalo, Aleksandra Kawala-Sterniuk, Luis A Leiva
Pubblicato in: ACM Transactions on Multimedia Computing, Communications, and Applications, Numero 20, 2024, ISSN 1551-6857
Editore: ACM
DOI: 10.1145/3663669

International Journal of Human Computer Studies

Autori: Quentin Sellier; Arthur Sluÿters; Jean Vanderdonckt; Ingrid Poncin
Pubblicato in: International Journal of Human-Computer Studies, 2024, ISSN 1071-5819
Editore: Elsevier
DOI: 10.1016/J.IJHCS.2024.103242

Evaluating a Large Language Model on Searching for GUI Layouts

Autori: Brie, Paul; Burny, Nicolas; Sluyters, Arthur; Vanderdonckt, Jean
Pubblicato in: Proceedings of ACM Human-Computer Interaction, Numero 7, 2023, ISSN 2573-0142
Editore: ACM
DOI: 10.1145/3593230

Impact of Design Decisions in Scanpath Modeling

Autori: Parvin Emami; Yue Jiang; Zixin Guo; Luis A. Leiva
Pubblicato in: Proceedings of the ACM on Human-Computer Interaction, 2024, ISSN 2573-0142
Editore: ACM
DOI: 10.1145/3685274

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

Autori: Yoelvis Moreno, V. Javier Traver, Luis A. Leiva
Pubblicato in: Biomedical Engineering Letters, Numero 14, 2023, ISSN 2093-9868
Editore: Springer
DOI: 10.1007/s13534-023-00316-5

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

Autori: Quentin Sellier, Arthur Sluÿters, Jean Vanderdonckt, Ingrid Poncin
Pubblicato in: International Journal of Human-Computer Studies, Numero 185, 2024, ISSN 1071-5819
Editore: 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

Autori: Désirée C.A. Lemarquis, Bereket A. Yilma, Luis A. Leiva
Pubblicato in: Neural Computing and Applications, Numero 35, 2023, ISSN 0941-0643
Editore: Springer Verlag
DOI: 10.1007/s00521-023-08559-0

AutoML for shape-writing biometrics

Autori: Louis Weber; Luis A. Leiva
Pubblicato in: Neural Computing and Applications, 2025, ISSN 1433-3058
Editore: Springer Nature
DOI: 10.1007/S00521-025-10983-3

Brainsourcing for temporal visual attention estimation

Autori: Yoelvis Moreno-Alcayde, Tuukka Ruotsalo, Luis A. Leiva, V. Javier Traver
Pubblicato in: Biomedical Engineering Letters, Numero 15, 2025, ISSN 2093-9868
Editore: Springer Nature
DOI: 10.1007/S13534-024-00449-1

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

Autori: Arthur Sluÿters, Sébastien Lambot, Jean Vanderdonckt, Santiago Villarreal-Narvaez
Pubblicato in: IEEE Access, Numero 12, 2024, ISSN 2169-3536
Editore: 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

Autori: Mateusz Dubiel, Luis A. Leiva, Kerstin Bongard-Blanchy, Anastasia Sergeeva
Pubblicato in: ACM Transactions on Computer-Human Interaction, Numero 31, 2024, ISSN 1073-0516
Editore: ACM
DOI: 10.1145/3685274

Conference proceedings (22)

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

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

UEyes: Understanding Visual Saliency across User Interface Types

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

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

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

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

Autori: Angela Lopez-Cardona, Carlos Segura, Alexandros Karatzoglou, Sergi Abadal, Ioannis Arapakis
Pubblicato in: International Conference on Learning Representations (ICLR), 2025
Editore: N/A

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

Autori: Angela Lopez-Cardona, Sebastian Ariel Idesis, Ioannis Arapakis
Pubblicato in: International Joint Conference on Neural Networks (IJCNN), 2025
Editore: IEEE

Affective Relevance: Inferring Emotional Responses via fNIRS Neuroimaging

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

User-controlled Form Adaptation by Unsupervised Learning

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

Context-aware Adaptive Visualizations for Critical Decision Making

Autori: Luis A. Leiva, Ioannis Arapakis, Michalis Vakalellis, Jean Vanderdonckt
Pubblicato in: "Proc. of ACM CHI 2023 Workshop ""Future of Computational Approaches for Understanding & Adapting User Interfaces", 2023, ISBN 9781450394215
Editore: ACM

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

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

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

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

EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning

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

A Comparative Study of Scanpath Models in Graph-Based Visualization

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

FaceWard: Face Anonymization in Group Photos

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

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

Autori: Jean Vanderdonckt, Radu-Daniel Vatavu, Arthur Sluÿters
Pubblicato in: Companion of the16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2024, ISBN 979-8-4007-0206-8
Editore: ACM
DOI: 10.1145/3660515.3661331

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

Autori: Samele, Alberto; Burny, Nicolas
Pubblicato in: 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2023), 2023, ISBN 9798400702068
Editore: ACM

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

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

Adaptive Graphical User Interface Layout by Satisfying Fuzzy Constraints

Autori: Yanagida, Takyto; Vanderdonckt, Jean; Burny, Nicolas
Pubblicato in: 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2023), 2023, ISBN 9798400702068
Editore: ACM

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

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

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

Autori: Brie, Paul; Vanderdonckt, Jean; Burny, Nicolas
Pubblicato in: 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2023), 2023, ISBN 9488400702068
Editore: ACM

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

Autori: 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
Pubblicato in: Human Interaction and Emerging Technologies (IHIET-AI 2024), 2024, ISSN 2771-0718
Editore: AHFE International
DOI: 10.54941/AHFE1004578

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

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

Feeling Positive? Predicting Emotional Image Similarity from Brain Signals

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

Thesis and dissertations (1)

Customization of Dashboard User Interfaces by the Decision Maker

Autori: Julien De Meyer
Pubblicato in: 2023
Editore: Dial

Book chapters (1)

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

Autori: 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
Pubblicato in: Springer Proceedings in Advanced Robotics, European Robotics Forum 2024, 2024, ISSN 2511-1264
Editore: Springer Nature
DOI: 10.1007/978-3-031-76424-0_20