This document summarizes a systematic mapping study of approaches for evaluating software product quality. The study analyzed 57 papers published between 1990 and 2013. It found that most research proposed new evaluation techniques, especially data mining approaches like fuzzy logic and regression. Experiments and case studies were common empirical methods. Future work should focus on evaluating quality characteristics important for mobile applications and using recent quality models like ISO 25010.