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A data fanatic, Webb decided to try online dating, since the matches are Watch her TED Talk: How I Hacked Online Dating External link.
Amy Webb used data science to find love. After a difficult breakup of a relationship when she was 30, and feeling the pressure of her heavily involved family, this data geek started crunching numbers to try to calculate her odds of finding a man in Philadelphia who would be a match for her needs and personality. The result? Out of the 1. A data fanatic, Webb decided to try online dating, since the matches are based on algorithms — a methodical system that appealed to her.
After a number of bad experiences, she decided to start tracking data points during her lousy dates, which helped her discover that the limitation of the dating algorithms were defined by the user-generated data that was inputted into online profiles. She also felt that the questions in the profiles were too superficial for her purposes. Taking matters into her own hands, she decided to use the online dating programs as databases to reverse-engineer the system and create her own questions based on her desired traits in a mate.
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I use this activity during our Unit 7: Problem Solving unit as a way to help students understand the difference between algorithms and heuristics. This talk is a great way of reinforcing the idea that algorithms require more work but tend to be more accurate. My worksheet contains 10 questions and an answer key has been provided for your convenience. The talk is just over 17 minutes in length. I would allow a little bit longer on this lesson so you have time to debrief the talk.
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