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They examined 475,000 initial contacts involving 47,000 users in two US cities over 196-day period.
To improve that rate, the researchers developed a model that recommended more suitable contacts based on two factors: As it turns out, the combination of taste and attractiveness do a far better job of predicting the success of a connection than the self-reported information online daters enter into their profiles. Some online daters are deliberately misleading while others, Zhao theorizes, simply might not know themselves well enough to identify their real tastes in a partner.
Zhao says the existing model for online dating algorithms leads to a return rate of about 25%, but claims that his team's model could boost that rate to 44%.
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