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
The WP4 starts with the diagnosis of the current DCs knowledge about empirical research methodology, data management, and statistical modeling. This step is necessary bearing in mind differences in curriculum of undergraduate and graduate programs between various disciplines, in this case, mainly computer and social sciences. Identification of methodological knowledge gaps and strengths, as well as the existing standard curriculum review will help in designing the training enabling collaboration in interdisciplinary topics and teams. An important part of this initial diagnosis is the gathering of knowledge on the non-academic partners which conduct applied research in their fields (education, location-based services, and eye tracking research) on their needs concerning methodological knowledge of successful job applicants (new employees).
Program and handouts for eye tracking data handling, statistics with exemplary R and python code (se abrirá en una nueva ventana)The WP4 starts with the diagnosis of the current DCs knowledge about empirical research methodology, data management, and statistical modeling. This step is necessary bearing in mind differences in curriculum of undergraduate and graduate programs between various disciplines, in this case, mainly computer and social sciences. Identification of methodological knowledge gaps and strengths, as well as the existing standard curriculum review will help in designing the training enabling collaboration in interdisciplinary topics and teams. An important part of this initial diagnosis is the gathering of knowledge on the non-academic partners which conduct applied research in their fields (education, location-based services, and eye tracking research) on their needs concerning methodological knowledge of successful job applicants (new employees).
Program on transferable skills at Winter School 2 and students’ handouts (se abrirá en una nueva ventana)Program on transferable skills at Winter School 2 and students handouts
Program of intermediate concepts of eye tracking computational modeling at Winter School 1 and students’ handouts (se abrirá en una nueva ventana)Training activities will cover the following methods for computational modeling relevant to eye-tracking research and applications: Classification and regression models, deep and recurrent neural network models, representation learning, applications of computational modeling on low and high-end hardware, Egocentric Computer Vision, software tools and toolkits for model training and evaluation (e.g. PyTorch, scikit learn etc), Machine learning for signal processing. In addition, the consortium will organize a hackathon as part of the training activities in computational modeling. The training activity will focus on practical applications of modern ML toolkits for real-time applications, while the data will be provided from the consortium partners.
Program on transferable skills at Winter School 1 and students’ handouts (se abrirá en una nueva ventana)Program on transferable skills at Winter School 1 and students handouts
Risk register 2 (se abrirá en una nueva ventana)Risk register
Risk register 1 (se abrirá en una nueva ventana)Risk register
Program of advanced concepts of eye tracking computational modeling at Winter School 2 and students’ handouts (se abrirá en una nueva ventana)Training activities will cover the following methods for computational modeling relevant to eye-tracking research and applications: Classification and regression models, deep and recurrent neural network models, representation learning, applications of computational modeling on low and high-end hardware, Egocentric Computer Vision, software tools and toolkits for model training and evaluation (e.g. PyTorch, scikit learn etc), Machine learning for signal processing. In addition, the consortium will organize a hackathon as part of the training activities in computational modeling. The training activity will focus on practical applications of modern ML toolkits for real-time applications, while the data will be provided from the consortium partners.
Publicaciones
Autores:
Baldisserotto, F., Krejtz, I., Bogucka, K., Maciąg, Z., & Krejtz, K.
Publicado en:
In 2025 Symposium on Eye Tracking Research and Applications
Editor:
ACM, New York, NY, USA.
DOI:
10.1145/3715669.3723123
Autores:
Wang, Y., Raubal, M., & Kiefer, P.
Publicado en:
Proceedings of the 18th International Conference on Location Based Services., 2023
DOI:
10.34726/5753
Autores:
Kovacs, D., Madsen, I. J. W., & Witzner Hansen, D.
Publicado en:
In 2025 Symposium on Eye Tracking Research and Applications
Editor:
ACM, New York, NY, USA
DOI:
10.1145/3715669.3727352
Autores:
Valentin Foucher, Anke Huckauf
Publicado en:
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023, ISBN 9798400701504
Editor:
Association for Computing Machinery
DOI:
10.1145/3588015.3589515
Autores:
Ekin, M., Krejtz, K., & Krejtz, I.
Publicado en:
Proceedings of the ACM on Human-Computer Interaction.
Editor:
ACM, New York, NY, USA
DOI:
10.1145/3725832
Autores:
Jingwei Kang, Maarten de Rijke, Santiago de Leon-Martinez, Harrie Oosterhuis
Publicado en:
Proceedings of the 2025 ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR '25)
Editor:
Association for Computing Machinery
DOI:
10.1145/3731120.3744585
Autores:
Lin Che, Yizi Chen, Tanhua Jin, Martin Raubal, Konrad Schindler, Peter Kiefer
Publicado en:
Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025
Editor:
ACM
DOI:
10.1145/3748636.3762707
Autores:
Filippo Baldisserotto, Krzysztof Krejtz, Izabela Krejtz
Publicado en:
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023, ISBN 9798400701504
Editor:
Association for Computing Machinery
DOI:
10.1145/3588015.3589512
Autores:
Santiago de Leon-Martinez
Publicado en:
WSDM '24: The 17th ACM International Conference on Web Search and Data Mining, 2024, ISBN 979-8-4007-0371-3
Editor:
Association for Computing Machinery
DOI:
10.48550/ARXIV.2307.01866
Autores:
Foucher, V., de Leon-Martinez, S., & Moro, R.
Publicado en:
In 2025 Symposium on Eye Tracking Research and Applications
Editor:
ACM, New York, NY, USA.
DOI:
10.1145/3715669.3723129
Autores:
Mohammadhossein Salari, Roman Bednarik
Publicado en:
Companion Proceedings of the 26th International Conference on Multimodal Interaction, 2024
Editor:
ACM
DOI:
10.1145/3686215.3688383
Autores:
Santiago de Leon-Martinez, Jingwei Kang, Robert Moro, Maarten de Rijke, Branislav Kveton, Harrie Oosterhuis, Maria Bielikova
Publicado en:
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’25)
Editor:
ACM
DOI:
10.1145/3726302
Autores:
Mehtap Cakir, Anke Huckauf
Publicado en:
Proceedings of the 2024 Symposium on Eye Tracking Research and Applications (ETRA '24)
Editor:
ACM
DOI:
10.1145/3655614
Autores:
Mehtap Çakır, Anke Huckauf
Publicado en:
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023, ISBN 9798400701504
Editor:
Association for Computing Machinery
DOI:
10.1145/3588015.3589513
Autores:
de Leon-Martinez, Santiago; Moro, Robert; Bielikova, Maria
Publicado en:
2023 Symposium on Eye Tracking Research and Applications (ETRA '23), 2023, ISBN 9798400701504
Editor:
Association for Computing Machinery
DOI:
10.1145/3588015.3589511
Autores:
Chuhan Jiao, Zhiming Hu, Mihai Bace, Andreas Bulling
Publicado en:
Proc. ACM Symposium on User Interface Software and Technology (UIST), 2023
Editor:
ACM DIGITAL LIBRARY
DOI:
10.1145/3586183.3606780
Autores:
Valentin Foucher, Anke Huckauf
Publicado en:
Proceedings of the 2024 Symposium on Eye Tracking Research and Applications (ETRA '24)
Editor:
ACM
DOI:
10.1145/3655612
Autores:
Jiao, C., Hu, Z., & Bulling, A.
Publicado en:
UIST '25: Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology
Editor:
ACM
DOI:
10.1145/3746059.3747749
Autores:
Che, L., Raubal, M., & Kiefer, P.
Publicado en:
Proceedings of the 18th International Conference on Location Based Services., 2023
DOI:
10.34726/5639
Autores:
Valentin Foucher, Anke Huckauf
Publicado en:
Journal of Eye Movement Research, Edición 19, 2026, ISSN 1995-8692
Editor:
MDPI AG
DOI:
10.3390/JEMR19010021
Autores:
Hasnain Ali Shah, Salman Khalil, Sami Andberg, Anne M. Koivisto, Roman Bednarik
Publicado en:
Information Fusion, Edición 122, 2025, ISSN 1566-2535
Editor:
Elsevier BV
DOI:
10.1016/J.INFFUS.2025.103202
Autores:
Brent Chamberlain, David Evans, Laura Schalbetter, Peter Kiefer, Adrienne Grêt-Regamey, Ulrike Wissen Hayek
Publicado en:
Journal of Digital Landscape Architecture, Edición 10, ISSN 2511-624X
Editor:
Wichmann Verlag
DOI:
10.14627/537754042
Autores:
Mohammadhossein Salari, Diederick C. Niehorster, Marcus Nyström, Roman Bednarik
Publicado en:
Behavior Research Methods, Edición 58, 2025, ISSN 1554-3528
Editor:
Springer Science and Business Media LLC
DOI:
10.3758/S13428-025-02880-3
Autores:
Chuhan Jiao, Yao Wang, Guanhua Zhang, Mihai Bâce, Zhiming Hu, Andreas Bulling
Publicado en:
ACM Transactions on Interactive Intelligent Systems, 2025, ISSN 2160-6455
Editor:
Association for Computing Machinery (ACM)
DOI:
10.1145/3772075
Autores:
Hasnain Ali Shah, Sami Andberg, Anne M. Koivisto, Roman Bednarik
Publicado en:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Edición 33, 2025, ISSN 1534-4320
Editor:
Institute of Electrical and Electronics Engineers (IEEE)
DOI:
10.1109/TNSRE.2025.3561043
Autores:
Merve Ekin, Krzysztof Krejtz, Carlos Duarte, Andrew T. Duchowski, Izabela Krejtz
Publicado en:
Scientific Reports, Edición 15, 2025, ISSN 2045-2322
Editor:
Springer Science and Business Media LLC
DOI:
10.1038/S41598-025-89336-Y
Autores:
Mehtap Çakır, Anke Huckauf
Publicado en:
Scientific Reports, Edición 16, 2026, ISSN 2045-2322
Editor:
Springer Science and Business Media LLC
DOI:
10.1038/S41598-026-39411-9
Autores:
Wang, Y., Raubal, M., Kiefer, P.
Editor:
ETH Zürich
DOI:
10.3929/ETHZ-C-000785081
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