Online dating site from mf

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A recent study on a major North American online dating site found that anonymous users viewed more profiles than nonanonymous ones, however nonanonymity can achieve better matching results [].Considering the difference of mate choice for both sexes in marriage market, Becker regarded the marriage matching problem of mate choice as a frictionless matching process, and by constructing a matching model, Becker proved that the mate choice is not random, but a careful personal choice of attributes [].The likes-attract means that people choose mates who are similar to themselves in a variety of attributes, which is consistent with the Chinese saying “men dang hu dui”.From the perspective of evolutionary and social psychology [].For general social networks, gender differences lead to obvious differences in behaviors and preferences between men and women.

The dating site requires the registered users to be at least 18 years old at the time of registration, thus on the platform the minimum user age is 18.

The research also suggests new avenues for data-driven research on stable matching and strategic behavior combined with game theory.], online dating sites have emerged as popular platforms for single people to seek potential romance.

According to a recent survey, nearly 40 million single people (out of 54 million) in the U. have been trying online dating, and about 20% of committed relationships began online [].

To address the research gap, in this paper, using empirical data from a large online dating site in China, we explore the users’ attribute preference compared with random selection, and use logistic regression to study how the users’ demographic attributes, popularity and activity and compatibility scores are associated with messaging behaviors, which reveal the gender differences in potential mate selection.

We also use ensemble learning classifiers to sort the importance of various potential factors predicting messaging behaviors.

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