The Thoughtly iOS app allowed users to link social media and academia accounts to their profile. The Ruby on Rails backend would then scan their content and classify it into dozens of categories (mostly from academia - hard sciences, law, etc). This classified content was then used to get a feel for how much a user was active in those disciplines, establishing some degree of expertise.