{"title":"从中国相亲游戏节目《非诚勿扰》挖掘人类吸引力","authors":"Xuelei Hu, Xiao He, Junwei Zhang, Bo Yuan","doi":"10.1109/ICSS.2013.45","DOIUrl":null,"url":null,"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.","PeriodicalId":213782,"journal":{"name":"2013 International Conference on Service Sciences (ICSS)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mining Human Attractiveness from Chinese Dating Game Show If You are the One\",\"authors\":\"Xuelei Hu, Xiao He, Junwei Zhang, Bo Yuan\",\"doi\":\"10.1109/ICSS.2013.45\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":213782,\"journal\":{\"name\":\"2013 International Conference on Service Sciences (ICSS)\",\"volume\":\"21 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-04-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 International Conference on Service Sciences (ICSS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSS.2013.45\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 International Conference on Service Sciences (ICSS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSS.2013.45","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Mining Human Attractiveness from Chinese Dating Game Show If You are the One
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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