Abstract

In this paper, to show the distinctions of gender-specific choice as well as the facets impacting potential romantic partner option in internet dating, we assess the users’ behavioral data of a large online dating site in China. We discover that for females, community measures of appeal and task of this guys they contact are considerably definitely connected with their messaging habits, while for males just the system measures of interest in the ladies they contact are somewhat definitely connected with their messaging behaviors. Next, whenever women deliver communications to guys, they look closely at not merely whether men’s attributes meet their demands for mate option, but additionally whether their particular attributes meet men’s demands, while whenever men deliver communications to females, they pay only awareness of whether women’s attributes satisfy their requirements that are own. Thirdly, compared with males, women connect great value into the socio-economic status of possible lovers and their very own status that is socio-economic influence their passion for discussion with potential mates. Further, we utilize the ensemble learning classification methods to rank the necessity of factors predicting messaging behaviors, in order to find that the centrality indices of users would be the most crucial factors. Continue reading →