This Is What Happens When A Math Genius Hacks OkCupid

- Monday, March 03 2014 @ 06:57 am
- Contributed by: ElyseRomano
- Views: 3,394
What if you could meet, woo, and win your fiancé in just 90 days?
That's exactly what Chris McKinlay, a Boston mathematician, did in June 2012. McKinlay was good at math, but not so good where his love life was concerned. So he did what any enterprising mathematician would do: developed complex algorithms and used robot profiles to systematically sift through thousands of profiles on OkCupid to find his perfect match.
McKinlay was working on his PhD at UCLA in June 2012 when he first joined OkCupid. After answering 350 questions from the thousands available on the site, he discovered that he only had a compatibility rating of over 90% with fewer than 100 women. Six disappointing dates later, and McKinlay realized that something needed to change. He decided to apply his data skills to his dating life.
He began by creating 12 robot profiles that answered all of the questions randomly and used them to mine the survey answers of all women on the site. Then, armed with 6 million answers from 20,000 prospective mates, he used an algorithm to analyze the women he would like to meet. He limited his search to LA or San Francisco based partners who had logged on within the last month and clustered their personalities into two types that appealed to him most: "indie" women in their mid-20s and slightly older creative-types. After creating two different profiles for himself designed to target each cluster, he then answered the top 500 survey questions for each group.
The hack worked. McKinlay suddenly found himself with a 90%-plus compatibility rating with more than 10,000 women. Because OkCupid notifies users when someone looks at their profile, McKinlay designed software that would automatically view as many profiles as possible, prompting curious matches to initiate conversation with him. He received about 20 messages per day and went on 87 dates, but just one - the 88th - was special.
28-year-old Christine Tien Wang, an artist pursuing a master's in fine arts at UCLA, caught his attention and the two hit it off. They've been together ever since, surviving through Wang's one-year art fellowship in Qatar and McKinlay's admission that he'd used rather unconventional means to meet the woman of his dreams. "I thought it was dark and cynical," Wang told Wired. "I liked it."
McKinlay maintains that he was just doing "a large-scale and machine-learning version of what everyone does on the site," and unusual though his approach may sound, it's hard to argue with success. McKinlay and Wang are now engaged, and he has written a book to help others find spouses through online dating...it doesn't get much more successful than that.