Mining human attractiveness from Chinese dating game show If You Are The One

Hu, Xuelei, He, Xiao, Zhang, Junwei and Yuan, Bo (2013). Mining human attractiveness from Chinese dating game show If You Are The One. In: 2013 International Conference on Service Science. ICSS 2013 International Conference on Service Sciences, Shenzhen, China, (271-276). 11-13 April, 2013. doi:10.1109/ICSS.2013.45

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Author Hu, Xuelei
He, Xiao
Zhang, Junwei
Yuan, Bo
Title of paper Mining human attractiveness from Chinese dating game show If You Are The One
Conference name ICSS 2013 International Conference on Service Sciences
Conference location Shenzhen, China
Conference dates 11-13 April, 2013
Convener IEEE Computer Society
Proceedings title 2013 International Conference on Service Science
Journal name Proceedings of the 2013 International Conference on Service Sciences: ICSS 2013
Place of Publication Los Alamitos, CA, USA
Publisher The Institute of Electrical and Electronics Engineers
Publication Year 2013
Sub-type Fully published paper
DOI 10.1109/ICSS.2013.45
Open Access Status Not Open Access
ISBN 9781467362580
9780769549729
ISSN 2165-3828
2165-3836
Start page 271
End page 276
Total pages 6
Language eng
Formatted Abstract/Summary
Matchmaking is an everlasting topic in human society. In this paper, we focus on human attractiveness in matchmaking for the new generation of individuals in China based on If You Are The One, a famous dating game show in China. We collect a comprehensive contestant dataset, including numeric, text and image attributes. We investigate the influence of various factors on human attractiveness using correlation analysis and average face technology. Experimental results show that attractiveness is closely related to job and age, and facial features are more important for female than for male. A visualization of the matching network is also given to further explore some interesting phenomena.
Keyword Social behavior
Human attractiveness
Data mining
Social science
Q-Index Code E1
Q-Index Status Provisional Code
Institutional Status Non-UQ

 
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Created: Mon, 16 Dec 2013, 22:33:14 EST by Xuelei Hu on behalf of School of Information Technol and Elec Engineering