Modeling stack overflow tags and topics as a hierarchy of concepts.

•Applied a topic model to organize Stack Overflow data set into a concept hierarchy.•Automatically and effectively identified Stack Overflow tag synonyms.•Successfully predicted tags of unseen Stack Overflow questions.•Proposed and examined a concept hierarchy evaluation strategy based on entropy.