The purpose of this research is to provide an exhaustive overview of the existing literature on the
domain of applications in recommender systems with
their incorporated contextual information in order to
provide insight and future directions to practitioners and researchers.We reviewed published journals and conference proceedings papers from 2010 to 2016.The review finds that multimedia and e-commerce are the most focused domains of applications and that contextual information can be grouped into static, spatial and temporal contexts