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
相关论文
共 50 条
  • [1] Physiological heatmaps: a tool for visualizing users' emotional reactions
    Courtemanche, Francois
    Leger, Pierre-Majorique
    Dufresne, Aude
    Fredette, Marc
    Labonte-LeMoyne, Elise
    Senecal, Sylvain
    MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (09) : 11547 - 11574
  • [2] Visualizing Web Users' Attention to Text with Selection Heatmaps
    Kirsh, Ilan
    WEB ENGINEERING, ICWE 2021, 2021, 12706 : 517 - 520
  • [3] The Emotional Reactions and their Physiological Mechanism
    Agerberg, John
    ACTA PSYCHIATRICA ET NEUROLOGICA SCANDINAVICA SUPPLEMENTUM, 1952, 80 : 143 - 149
  • [4] The Influence of Personality on Users' Emotional Reactions
    Resseguier, Beverly
    Leger, Pierre-Majorique
    Senecal, Sylvain
    Bastarache-Roberge, Marie-Christine
    Courtemanche, Fracois
    HCI IN BUSINESS, GOVERNMENT, AND ORGANIZATIONS: INFORMATION SYSTEMS, HCIBGO 2016, PT II, 2016, 9752 : 91 - 98
  • [5] Physiological expression of emotional reactions in sheep
    Reefmann, Nadine
    Kaszas, Franziska Buetikofer
    Wechsler, Beat
    Gygax, Lorenz
    PHYSIOLOGY & BEHAVIOR, 2009, 98 (1-2) : 235 - 241
  • [6] Different Wheelchairs Designs Influence Emotional Reactions from Users and Non-users?
    Carneiro, Luciana
    Rebelo, Francisco
    Noriega, Paulo
    ADVANCES IN ERGONOMICS IN DESIGN (AHFE 2018), 2019, 777 : 572 - 580
  • [7] Covariate-adjusted heatmaps for visualizing biological data via correlation decomposition
    Wu, Han-Ming
    Tien, Yin-Jing
    Ho, Meng-Ru
    Hwu, Hai-Gwo
    Lin, Wen-chang
    Tao, Mi-Hua
    Chen, Chun-houh
    BIOINFORMATICS, 2018, 34 (20) : 3529 - 3538
  • [8] THE EFFECT OF PHYSICAL-ACTIVITY ON EMOTIONAL-REACTIONS, STRESS REACTIONS AND RELATED PHYSIOLOGICAL REACTIONS
    EIDE, R
    SCANDINAVIAN JOURNAL OF SOCIAL MEDICINE, 1982, : 103 - 107
  • [9] EMOTIONAL REACTIONS BEFORE EXAMINATIONS: I. PHYSIOLOGICAL CHANGES
    Brown, Charles Howard
    JOURNAL OF PSYCHOLOGY, 1938, 5 (01): : 1 - 9
  • [10] Physiological characteristics of emotional reactions in patients with local brain lesions
    Sidorova, OA
    ZHURNAL VYSSHEI NERVNOI DEYATELNOSTI IMENI I P PAVLOVA, 1999, 49 (06) : 951 - 961