Abstract
In this paper, to show the differences of gender-specific choice together with facets impacting mate that is potential in internet dating, we analyze the users’ behavioral data of the large online dating service in Asia. We realize that for ladies, community measures of appeal and task associated with the guys they contact are notably definitely connected with their texting habits, while for males just the community measures of interest in the ladies they contact are notably favorably related to their texting behaviors. Next, when females deliver communications to males, they look closely at not merely whether men’s attributes satisfy their demands for mate option, but in addition whether their very own attributes meet men’s demands, while when males deliver communications to ladies, they pay only focus on whether women’s attributes fulfill their very own needs. Thirdly, compared to guys, ladies connect great value into the socio-economic status of prospective lovers and their very own status that is socio-economic influence their passion for relationship with possible mates. Further, we make use of the ensemble learning classification techniques to rank the significance of factors predicting messaging behaviors, and locate that the centrality indices of users will be the most crucial facets. Finally, by correlation analysis we discover that gents and ladies reveal various strategic actions whenever sending communications. Continue reading “Gender-specific choice in internet dating”