Physiological heatmaps: a tool for visualizing users’ emotional reactions

被引:0
|
作者
François Courtemanche
Pierre-Majorique Léger
Aude Dufresne
Marc Fredette
Élise Labonté-LeMoyne
Sylvain Sénécal
机构
[1] Tech3lab,Department of Communication
[2] HEC Montréal,undefined
[3] 3000 Côte Sainte-Catherine,undefined
[4] Department of Information Science,undefined
[5] HEC Montréal,undefined
[6] University of Montréal,undefined
[7] Departement of Statistics,undefined
[8] HEC Montréal,undefined
[9] Departement of Marketing,undefined
[10] HEC Montréal,undefined
来源
Multimedia Tools and Applications | 2018年 / 77卷
关键词
Physiological computing; Eyetracking; Affective computing; Heatmap; User experience;
D O I
暂无
中图分类号
学科分类号
摘要
Practitioners in many fields of human-computer interaction are now using physiological data to measure different aspects of user experience. The dynamic nature of physiological data offers a continuous window to the users and allows a better understanding of their experience while interacting with a system. However, in order to be truly informative, physiological signals need to be closely linked to users’ behaviors and interaction states. This paper presents an analysis method that provides a direct visual interpretation of users’ physiological signals when interacting with an interface. The proposed physiological heatmap tool uses eyetracking data along with physiological signals to identify regions where users are experiencing different emotional and cognitive states with a higher frequency. The method was evaluated in an experiment with 44 participants. Results show that physiological heatmaps are able to identify emotionally significant regions within an interface better than standard gaze heatmaps. Applications of the method to different fields of HCI research are also discussed.
引用
收藏
页码:11547 / 11574
页数:27
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