On line dating research design

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.

Compared with eight years ago, online daters in 2013 are more likely to actually go out on dates with the people they meet on these sites.

Some 66% of online daters have gone on a date with someone they met through an online dating site or app, up from 43% of online daters who had done so when we first asked this question in 2005.

One in ten Americans have used an online dating site or mobile dating app themselves, and many people now know someone else who uses online dating or who has found a spouse or long-term partner via online dating.

General public attitudes towards online dating have become much more positive in recent years, and social networking sites are now playing a prominent role when it comes to navigating and documenting romantic relationships.

And because most dating sites ask users to give consent for their data to be used for research purposes, this online courting has played out like an enormous social science experiment, recording people's moment-by-moment interactions and judgments.When you’re online dating, why do you swipe left on one person and swipe right on another?Are you carefully weighing every factor that makes someone a good romantic match?The performance of our proposed recommendation system is evaluated on a real-world dataset from a major online dating site in China.

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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.

The results were interesting and pointed out issues with technology facilitating emotional connection and chemistry between users.

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