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Latinos who appear White are most likely to exclude Blacks and include Whites as possible dates while the opposite is true for those classified as Black.

On line dating research design

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These are among the key findings of a national survey of dating and relationships in the digital era, the first dedicated study of this subject by the Pew Research Center’s Internet Project since 2005.

One in every ten American adults has used an online dating site or a mobile dating app.

Besides photographs, each user's profile could include any number of personal details including age, height, weight, education, marital status, number of children, and smoking and drinking habits.

The data set includes some 1.1 million interactions between users.

they were paying members of either site), were currently seeking dates, and had been on at least one date via their site in the last month.Our results also reveal interesting behavioral difference between male and female users when it comes to looking for potential dates.In particular, males tend to be focused on their own interest and oblivious toward their attractiveness to potential dates, while females are more conscientious to their own attractiveness to the other side of the line.The performance of our proposed recommendation system is evaluated on a real-world dataset from a major online dating site in China.The results show that our recommendation algorithms significantly outperform previously proposed approaches, and the collaborative filtering-based algorithms achieve much better performance than content-based algorithms in both precision and recall.A team led by Elizabeth Bruch, a sociologist at the University of Michigan, Ann Arbor, tapped into this torrent of dating data.