Reciprocal recommender system for online dating dating websites for overweight people

Posted by / 09-Apr-2020 20:41

Reciprocal recommender system for online dating

The work we describe in this article concerns people-to-people recommendation in an online dating context.People-to-people recommendation is different from item-to-people recommendation: interactions between people are two-way, in that an approach initiated by one person to another can be accepted, rejected or ignored.Fourth, as is well known, dating is a type of market, a matching market, where people compete for scarce resources (partners) and are, in turn, a resource sought by others--see the recent user perspective of a labor market economist on the dating market that explores this idea in depth (Oyer 2014).Finally, users are asked to provide a brief personal summary that must differentiate themselves from others on the site and attract interest.

This article reports on the successful deployment of a people-to-people recommender system on a large commercial online dating site.The results show that our recommendation algorithms significantly outperform previously proposed approaches, and the collabora-tive filtering-based algorithms achieve much better performance than content-based algorithms in both precision and recall.In particular, males tend to be focused on their own interest and oblivious towards their attractiveness to potential dates, while females are more conscientious to their own attractiveness to the other side of the line. We use cookies to make interactions with our website easy and meaningful, to better understand the use of our services, and to tailor advertising.For further information, including about cookie settings, please read our Cookie Policy .

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It is difficult to stand out from the crowd: many people's summaries appear cliche-ridden and generic, but according to at least one popular account, perhaps the main objective of the summary is simply is to project an optimistic, carefree outlook that creates a positive first impression and stimulates further interest (Webb 2013).