What makes you click online dating

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In other words, men tend to seek young and physically attractive women, while women pay more attention to men’s socio-economic status [9, 10], which is consistent with the Chinese saying “lang cai nv mao” for the choice of long-term partners [8].In fact, analyzing gender differences of online identity reconstruction in an online social network revealed that men value personal achievements more while women value physical attractiveness more [11].Further, we use the ensemble learning classification methods to rank the importance of factors predicting messaging behaviors, and find that the centrality indices of users are the most important factors.Finally, by correlation analysis we find that men and women show different strategic behaviors when sending messages.For general social networks, gender differences lead to obvious differences in behaviors and preferences between men and women.Research on an online-game society showed that females perform better economically and are less risk-taking than males, and they are also significantly different from males in managing their social networks [45].

Finally, the similarity between partners can also be explained by individual preferences or cost/benefit calculation.

Compared with men, for women sending messages, there is a stronger positive correlation between the centrality indices of women and men, and more women tend to send messages to people more popular than themselves.

These results have implications for understanding gender-specific preference in online dating further and designing better recommendation engines for potential dates.

Two hypotheses, potentials-attract and likes-attract, have been proposed to explain the preference and choice of long-term mates [8].

The potentials-attract means that people choose mates matched with their sex-specific traits indicating reproductive potentials: men pay more attention than women to youthfulness, health, and physical attractiveness of partners which are the characteristics of fertile mates, while women pay more attention than men to ambition, social status, financial wealth, and commitment of partners which are the characteristics of good providers.

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