Let's take your Facebook social profile. There are interests, activities, movies, music, and tv-shows.
You have these 5 things, in text, of course. Given your social profile and 10 other people, we want to find overlaps, similarity, etc. What method would you use to do it?
I"m guessing it would be best to use vectors and Euclidean/Pearson correlation? That's my approach. What's yours?
Please use a visual-style to answer this question, including examples and/or drawing out the vectors. Thanks!