Studying software evolution using topic models

► We apply an advanced IR technique, called topic models, to source code histories. ► High-level topic evolutions are created that describe the changes to source code. ► We examine whether the topic evolutions are accurate and meaningful to developers. ► After two case studies, we conclude that topic models are mostly accurate and meaningful.