BAREM: A multimodal dataset of individuals interacting with an e-service platform

被引:0
|
作者
Belmonte, Romain [1 ]
Aissaoui, Amel [1 ]
Mihoubi, Sofiane [1 ]
Allaert, Benjamin [1 ]
Mennesson, Jose [1 ,2 ]
Bilasco, Ioan Marius [1 ]
Goncalves, Laurent [3 ]
机构
[1] Univ Lille, CRIStAL, CNRS, Cent Lille,UMR 9189, F-59000 Lille, France
[2] IMT Lille Douai, Inst Mines Telecom, Ctr Digital Syst, F-59000 Lille, France
[3] Softeam, Docaposte, Ivry, France
关键词
e-service platform; multimodal dataset; behaviour analysis; anomaly detection; EMOTION;
D O I
10.1109/CBMI50038.2021.9461906
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The use of e-service platforms has become essential for many applications (administrative documents, online shopping, reservations). Although these platforms have improved significantly the user experience, unexpected and stressful situations can occur. Navigation problems (latency, missing information, poor ergonomics) are not always reported to the designers. To address this problem, we propose a multimodal dataset (video, audio, and physiological data) to help implicitly quantify the impact of navigation problems on users when using an e-service platform. A scenario has been designed to generate various navigation problems which can lead to changes in user behaviour. A baseline is proposed to spot changes in user behaviour, opening the way towards automatically qualifying user experiences while using e-service platforms.
引用
收藏
页码:59 / 64
页数:6
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