Title :
Mining Human Attractiveness from Chinese Dating Game Show If You are the One
Author :
Xuelei Hu ; Xiao He ; Junwei Zhang ; Bo Yuan
Author_Institution :
Sch. of Comput. Sci. & Eng., Nanjing Univ. of Sci. & Technol., Nanjing, China
Abstract :
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.
Keywords :
data mining; data visualisation; entertainment; face recognition; feature extraction; social sciences computing; China; Chinese dating game show; If You Are The One; average face technology; comprehensive contestant dataset; correlation analysis; facial feature; human attractiveness mining; human society; image attribute; matching network visualization; matchmaking; numeric attribute; text attribute; Correlation; Educational institutions; Face; Facial features; Feature extraction; Games; Mouth; data mining; human attractiveness; social behavior; social science;
Conference_Titel :
Service Sciences (ICSS), 2013 International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4673-6258-0
DOI :
10.1109/ICSS.2013.45
