An Explainable Machine Learning Approach for Cognitive Load Detection in Virtual Reality Using Eye Tracking Data.

Hong Gao|Yapeng Gao|Enkelejda Kasneci


Anthology ID:DBLP:conf/mir/0008GK25
Volume:Proceedings of the 2025 International Conference on Multimedia Retrieval, ICMR 2025, Chicago, IL, USA, 30 June 2025 - 3 July 2025
Year:2025
Venue:International Conference on Multimedia Retrieval (ICMR)
Publisher:ACM
Pages:340-348
URL:https://doi.org/10.1145/3731715.3733275
DOI:https://doi.org/10.1145/3731715.3733275
DBLP:conf/mir/0008GK25
BibTeX:
@inproceedings{gao-2025-explainable, author = {Hong Gao and Yapeng Gao and Enkelejda Kasneci}, editor = {Zhongfei Zhang and Elisa Ricci and Yan Yan and Liqiang Nie and Vincent Oria and Lamberto Ballan}, title = {{An Explainable Machine Learning Approach for Cognitive Load Detection in Virtual Reality Using Eye Tracking Data}}, booktitle = {{Proceedings of the 2025 International Conference on Multimedia Retrieval, ICMR 2025, Chicago, IL, USA, 30 June 2025 - 3 July 2025}}, pages = {340--348}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3731715.3733275}, doi = {https://doi.org/10.1145/3731715.3733275} }