Emotion Recognition and its Application in Software Engineering

被引：49

作者：

Kolakowska, Agata ^{[1
]}

Landowska, Agnieszka ^{[1
]}

Szwoch, Mariusz ^{[1
]}

Szwoch, Wioleta ^{[1
]}

Wrobel, Michal R. ^{[1
]}

机构：

[1] Gdansk Univ Technol, Gdansk, Poland

来源：

2013 6TH INTERNATIONAL CONFERENCE ON HUMAN SYSTEM INTERACTIONS (HSI) | 2013年

关键词：

affective computing; emotion recognition; software engineering; FACE; QUALITY;

D O I：

10.1109/HSI.2013.6577877

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper a novel application of multimodal emotion recognition algorithms in software engineering is described. Several application scenarios are proposed concerning program usability testing and software process improvement. Also a set of emotional states relevant in that application area is identified. The multimodal emotion recognition method that integrates video and depth channels, physiological signals and input devices usage patterns is proposed and some preliminary results on learning set creation are described.

引用

页码：532 / 539

页数：8

共 47 条

[1]

Althothali A, 2011, THESIS U WATERLOO CA

[2]

AlZoubi O., 2009, Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence, P52

[3]

[Anonymous], P 7 INT C AUT FAC GE

[4]

[Anonymous], 2009, Proceedings of 3rd International ICWSM Conference on Weblogs and Social Media

[5]

[Anonymous], 2003, STAT PATTERN RECOGNI

[6]

[Anonymous], 1932, Archives of Psychology, DOI DOI 10.4135/9781412961288.N454

[7]

Ashraf AB, 2007, ICMI'07: PROCEEDINGS OF THE NINTH INTERNATIONAL CONFERENCE ON MULTIMODAL INTERFACES, P9

[8] The effects of time pressure on quality in software development: An agency model [J].

Austin, RD .

INFORMATION SYSTEMS RESEARCH, 2001, 12 (02) :195-207

[9] Real-time classification of evoked emotions using facial feature tracking and physiological responses [J].

Bailenson, Jeremy N. ;

Pontikakis, Emmanuel D. ;

Mauss, Iris B. ;

Gross, James J. ;

Jabon, Maria E. ;

Hutcherson, Cendri A. C. ;

Nass, Clifford ;

John, Oliver .

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 2008, 66 (05) :303-317

[10]

Binali Haji, 2010, 2010 4th IEEE International Conference on Digital Ecosystems and Technologies (DEST 2010), P172, DOI 10.1109/DEST.2010.5610650

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