CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.
Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .
Rezultaty
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 (odnośnik otworzy się w nowym oknie)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 (odnośnik otworzy się w nowym oknie)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 (odnośnik otworzy się w nowym oknie)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 (odnośnik otworzy się w nowym oknie)Program on transferable skills at Winter School 1 and students handouts
Risk register 2 (odnośnik otworzy się w nowym oknie)Risk register
Risk register 1 (odnośnik otworzy się w nowym oknie)Risk register
Program of advanced concepts of eye tracking computational modeling at Winter School 2 and students’ handouts (odnośnik otworzy się w nowym oknie)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.
Publikacje
Autorzy:
Baldisserotto, F., Krejtz, I., Bogucka, K., Maciąg, Z., & Krejtz, K.
Opublikowane w:
In 2025 Symposium on Eye Tracking Research and Applications
Wydawca:
ACM, New York, NY, USA.
DOI:
10.1145/3715669.3723123
Autorzy:
Wang, Y., Raubal, M., & Kiefer, P.
Opublikowane w:
Proceedings of the 18th International Conference on Location Based Services., 2023
DOI:
10.34726/5753
Autorzy:
Kovacs, D., Madsen, I. J. W., & Witzner Hansen, D.
Opublikowane w:
In 2025 Symposium on Eye Tracking Research and Applications
Wydawca:
ACM, New York, NY, USA
DOI:
10.1145/3715669.3727352
Autorzy:
Valentin Foucher, Anke Huckauf
Opublikowane w:
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023, ISBN 9798400701504
Wydawca:
Association for Computing Machinery
DOI:
10.1145/3588015.3589515
Autorzy:
Ekin, M., Krejtz, K., & Krejtz, I.
Opublikowane w:
Proceedings of the ACM on Human-Computer Interaction.
Wydawca:
ACM, New York, NY, USA
DOI:
10.1145/3725832
Autorzy:
Jingwei Kang, Maarten de Rijke, Santiago de Leon-Martinez, Harrie Oosterhuis
Opublikowane w:
Proceedings of the 2025 ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR '25)
Wydawca:
Association for Computing Machinery
DOI:
10.1145/3731120.3744585
Autorzy:
Lin Che, Yizi Chen, Tanhua Jin, Martin Raubal, Konrad Schindler, Peter Kiefer
Opublikowane w:
Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025
Wydawca:
ACM
DOI:
10.1145/3748636.3762707
Autorzy:
Filippo Baldisserotto, Krzysztof Krejtz, Izabela Krejtz
Opublikowane w:
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023, ISBN 9798400701504
Wydawca:
Association for Computing Machinery
DOI:
10.1145/3588015.3589512
Autorzy:
Santiago de Leon-Martinez
Opublikowane w:
WSDM '24: The 17th ACM International Conference on Web Search and Data Mining, 2024, ISBN 979-8-4007-0371-3
Wydawca:
Association for Computing Machinery
DOI:
10.48550/ARXIV.2307.01866
Autorzy:
Foucher, V., de Leon-Martinez, S., & Moro, R.
Opublikowane w:
In 2025 Symposium on Eye Tracking Research and Applications
Wydawca:
ACM, New York, NY, USA.
DOI:
10.1145/3715669.3723129
Autorzy:
Mohammadhossein Salari, Roman Bednarik
Opublikowane w:
Companion Proceedings of the 26th International Conference on Multimodal Interaction, 2024
Wydawca:
ACM
DOI:
10.1145/3686215.3688383
Autorzy:
Santiago de Leon-Martinez, Jingwei Kang, Robert Moro, Maarten de Rijke, Branislav Kveton, Harrie Oosterhuis, Maria Bielikova
Opublikowane w:
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’25)
Wydawca:
ACM
DOI:
10.1145/3726302
Autorzy:
Mehtap Cakir, Anke Huckauf
Opublikowane w:
Proceedings of the 2024 Symposium on Eye Tracking Research and Applications (ETRA '24)
Wydawca:
ACM
DOI:
10.1145/3655614
Autorzy:
Mehtap Çakır, Anke Huckauf
Opublikowane w:
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023, ISBN 9798400701504
Wydawca:
Association for Computing Machinery
DOI:
10.1145/3588015.3589513
Autorzy:
de Leon-Martinez, Santiago; Moro, Robert; Bielikova, Maria
Opublikowane w:
2023 Symposium on Eye Tracking Research and Applications (ETRA '23), 2023, ISBN 9798400701504
Wydawca:
Association for Computing Machinery
DOI:
10.1145/3588015.3589511
Autorzy:
Chuhan Jiao, Zhiming Hu, Mihai Bace, Andreas Bulling
Opublikowane w:
Proc. ACM Symposium on User Interface Software and Technology (UIST), 2023
Wydawca:
ACM DIGITAL LIBRARY
DOI:
10.1145/3586183.3606780
Autorzy:
Valentin Foucher, Anke Huckauf
Opublikowane w:
Proceedings of the 2024 Symposium on Eye Tracking Research and Applications (ETRA '24)
Wydawca:
ACM
DOI:
10.1145/3655612
Autorzy:
Jiao, C., Hu, Z., & Bulling, A.
Opublikowane w:
UIST '25: Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology
Wydawca:
ACM
DOI:
10.1145/3746059.3747749
Autorzy:
Che, L., Raubal, M., & Kiefer, P.
Opublikowane w:
Proceedings of the 18th International Conference on Location Based Services., 2023
DOI:
10.34726/5639
Autorzy:
Valentin Foucher, Anke Huckauf
Opublikowane w:
Journal of Eye Movement Research, Numer 19, 2026, ISSN 1995-8692
Wydawca:
MDPI AG
DOI:
10.3390/JEMR19010021
Autorzy:
Hasnain Ali Shah, Salman Khalil, Sami Andberg, Anne M. Koivisto, Roman Bednarik
Opublikowane w:
Information Fusion, Numer 122, 2025, ISSN 1566-2535
Wydawca:
Elsevier BV
DOI:
10.1016/J.INFFUS.2025.103202
Autorzy:
Brent Chamberlain, David Evans, Laura Schalbetter, Peter Kiefer, Adrienne Grêt-Regamey, Ulrike Wissen Hayek
Opublikowane w:
Journal of Digital Landscape Architecture, Numer 10, ISSN 2511-624X
Wydawca:
Wichmann Verlag
DOI:
10.14627/537754042
Autorzy:
Mohammadhossein Salari, Diederick C. Niehorster, Marcus Nyström, Roman Bednarik
Opublikowane w:
Behavior Research Methods, Numer 58, 2025, ISSN 1554-3528
Wydawca:
Springer Science and Business Media LLC
DOI:
10.3758/S13428-025-02880-3
Autorzy:
Chuhan Jiao, Yao Wang, Guanhua Zhang, Mihai Bâce, Zhiming Hu, Andreas Bulling
Opublikowane w:
ACM Transactions on Interactive Intelligent Systems, 2025, ISSN 2160-6455
Wydawca:
Association for Computing Machinery (ACM)
DOI:
10.1145/3772075
Autorzy:
Hasnain Ali Shah, Sami Andberg, Anne M. Koivisto, Roman Bednarik
Opublikowane w:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Numer 33, 2025, ISSN 1534-4320
Wydawca:
Institute of Electrical and Electronics Engineers (IEEE)
DOI:
10.1109/TNSRE.2025.3561043
Autorzy:
Merve Ekin, Krzysztof Krejtz, Carlos Duarte, Andrew T. Duchowski, Izabela Krejtz
Opublikowane w:
Scientific Reports, Numer 15, 2025, ISSN 2045-2322
Wydawca:
Springer Science and Business Media LLC
DOI:
10.1038/S41598-025-89336-Y
Autorzy:
Mehtap Çakır, Anke Huckauf
Opublikowane w:
Scientific Reports, Numer 16, 2026, ISSN 2045-2322
Wydawca:
Springer Science and Business Media LLC
DOI:
10.1038/S41598-026-39411-9
Autorzy:
Wang, Y., Raubal, M., Kiefer, P.
Wydawca:
ETH Zürich
DOI:
10.3929/ETHZ-C-000785081
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