Guest editorial: special issue on data mining technologies for computational social science

Wang, Fei; Tong, Hanghang; Yu, Philip S.; Aggarwal, Charų C.

doi:10.1007/s10618-012-0271-0

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“…Many effective techniques have been developed for representing, modeling, analyzing, understanding and managing human behaviors and social characteristics [2], [3], [4]. Matchmaking or human mate selection is an everlasting topic in human society.…”

Section: Introductionmentioning

confidence: 99%

Mining Human Attractiveness from Chinese Dating Game Show If You are the One

Zhang

et al. 2013

2013 International Conference on Service Sciences (ICSS)

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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.

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Section: Introductionmentioning

confidence: 99%