GS6-5 Analyzing Eye-Tracking Data to Detect Joint Attention in Hexgame Experiments

Title:	GS6-5 Analyzing Eye-Tracking Data to Detect Joint Attention in Hexgame Experiments
Publication:	ICAROB2025
Volume:	30
Pages:	941-945
ISSN:	2188-7829
DOI:	10.5954/ICAROB.2025.GS6-5
Author(s):	Yide Yang, Rena Kato, Kosei Shibata, Hendry Ferreira Chame, Laurent Bougrain, Hiroaki Wagatsuma
Publication Date:	February 13, 2025
Keywords:	Joint Attention, Hexgame, Eye-Tracking, Perspective Transformation
Abstract:	This study aims to explore the mechanisms of joint attention in a strategic game experiment by analyzing Tobii eyetracking data. In this experiment, two participants play Hexgame, during which the gaze direction is tracked and projected onto the game's board plane through perspective geometry, in order to track attention sharing correlates at particular stages of the game from behavioral data. The primary focus of this study is the analysis of eye-tracking data to identify attention coordination between players during the progression of the game. Future work will expand this framework to assess win probabilities and predict subsequent moves, providing deeper insights into strategic decisionmaking.
PDF File:	https://alife-robotics.co.jp/members2025/icarob/data/html/data/GS/GS6/GS6-5.pdf
Copyright:	© The authors. This article is distributed under the terms of the Creative Commons Attribution License 4.0, which permits non-commercial use, distribution and reproduction in any medium, provided the original work is properly cited. See for details: https://creativecommons.org/licenses/by-nc/4.0/

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