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Thomas has been involved in diverse projects such as behavior analysis, social network analysis, scam detection, bot detection, matching algorithms, topic 

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Using data on user attributes and interactions from an online dating site, we mate preferences, and use the Gale-Shapley algorithm to predict stable matches.

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30 Mar 2008 Based on the estimated preferences, we use the Gale-Shapley algorithm to predict the stable matches among the users of the dating site.

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