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However, while this gives the algorithm a good idea of who I like, it leaves out the important factor of who likes me — my attractiveness to the female users of the site, measured by who is sending me messages.
Zhao's crucial innovation is to combine information about both tastes and attractiveness.
The algorithm first compares me to other users, seeing how much overlap there is between the movies I watched and rated highly, and the movies that the other users watched and rated highly.
This gives me a similarity score with other users — someone who, like me, has recently watched a lot of Star Trek on Netflix will have a high similarity score to me, whereas someone who exclusively watches romantic comedies from the 90s will have a very low similarity score to me.
What I know is that many bisexual women are still both emotionally and physically attractive to women, and in some cases they can fall in love happily and date one for the rest of their lives.