Challenges of Emotion Detection Using Facial Expressions and Emotion Visualisation in Remote Communication

被引：8

作者：

Ertay, Eylul ^{[1
]}

Huang, Hao ^{[2
]}

Sarsenbayeva, Zhanna ^{[2
]}

Dingler, Tilman ^{[2
]}

机构：

[1] Cornell Univ, Cornell Tech, New York, NY 10021 USA

[2] Univ Melbourne, Melbourne, Vic, Australia

来源：

UBICOMP/ISWC '21 ADJUNCT: PROCEEDINGS OF THE 2021 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING AND PROCEEDINGS OF THE 2021 ACM INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS | 2021年

关键词：

Emotion Detection; Affective Computing; Face Detection; Remote Chat; Video Conferencing Tool; EXPERIENCE; BEHAVIOR;

D O I：

10.1145/3460418.3479341

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Emotion detection research has gained significant attention across different scientific disciplines, including Human-Computer Interaction and Ubiquitous Computing. In this work, we provide an overview of challenges that researchers and designers face when designing and deploying emotion detection systems. We discuss these challenges in the context of an online video conferencing tool we designed to detect emotions from facial expressions. Finally, we propose ideas on how to better design emotion inference systems and how to provide visual feedback on emotions.

引用

页码：230 / 236

页数：7

共 56 条

[1] The Effects of Risk and Role on Users' Anticipated Emotions in Safety-Critical Systems [J].

Albayram, Yusuf ;

Khan, Mohammad Maifi Hasan ;

Jensen, Theodore ;

Buck, Ross ;

Coman, Emil .

ENGINEERING PSYCHOLOGY AND COGNITIVE ERGONOMICS (EPCE 2018), 2018, 10906 :369-388

[2]

[Anonymous], 2011, RFC

[3]

[Anonymous], 2018, 10 INT C ADV MULT MM

[4]

[Anonymous], 2012, HTML5 ROCKS

[5]

[Anonymous], 2003, STUN SIMPLE TRAVERSA

[6] Faces of Focus: A Study on the Facial Cues of Attentional States [J].

Babaei, Ebrahim ;

Srivastava, Namrata ;

Newn, Joshua ;

Zhou, Qiushi ;

Dingier, Tilman ;

Velloso, Eduardo .

PROCEEDINGS OF THE 2020 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI'20), 2020,

[7] The Montreal Affective Voices: A validated set of nonverbal affect bursts for research on auditory affective processing [J].

Belin, Pascal ;

Fillion-Bilodeau, Sarah ;

Gosselin, Frederic .

BEHAVIOR RESEARCH METHODS, 2008, 40 (02) :531-539

[8]

Cameron Hon Leng Teoh, 2012, BODY LANGUAGE AVAILA

[9]

Chang S., 2016, P 10 INT C WEB SOC M, P259, DOI [DOI 10.1609/ICWSM.V10I1.14757, 10.1609/icwsm.v10i1.14757Number:1]

[10] Sender-Intended Functions of Emojis in US Messaging [J].

Cramer, Henriette ;

de Juan, Paloma ;

Tetreault, Joel .

PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON HUMAN-COMPUTER INTERACTION WITH MOBILE DEVICES AND SERVICES (MOBILEHCI'16), 2016, :504-509

← 1 2 3 4 5 6 →