Dating site algorithms
It's the middle of peak season for the online dating industry. As the calendar inches closer to Valentine's Day, I know that you have many choices with the thousands of online dating sites that have popped up in recent years. Perhaps you'll select one that you've viewed on television showing the happy success couples. Maybe your cousin's engaged to a guy she met online and you select that site to dip a digital toe in. But do you ever wonder what happens behind the scenes at the online dating sites?
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A Dating Site for Algorithms
How Does Hinge's Algorithm Work? The App Ensures You're Connecting With Compatible Matches
It meant a lot of late nights as he ran complex calculations through a powerful supercomputer in the early hours of the morning, when computing time was cheap. While his work hummed away, he whiled away time on online dating sites, but he didn't have a lot of luck — until one night, when he noted a connection between the two activities. One of his favourite sites, OkCupid , sorted people into matches using the answers to thousands of questions posed by other users on the site. McKinlay started by creating fake profiles on OkCupid, and writing programs to answer questions that had also been answered by compatible users — the only way to see their answers, and thus work out how the system matched users. He managed to reduce some 20, other users to just seven groups, and figured he was closest to two of them. So he adjusted his real profile to match, and the messages started rolling in.
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How to Build a Matching Algorithm for a Dating App?
Hinge has one of the most accurate dating algorithms around. Moreover, a large percentage of Hinge matches end with marriage or a serious relationship. How does Hinge do it? How is it possible for one app to make such good predictions?
The days when looking for a partner at a bar has been a common situation are far gone. Modern dating apps can do unbelievable things! Could you ever imagine that your smartphone would be able to choose people that match your interests and preferences among millions of other users? First and foremost, nobody knows except for some developers at Tinder how exactly the dating algorithms in this application work.
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