A systematic review of healthcare recommender systems: Open issues, challenges, and techniques

•A comprehensive systematic review on healthcare recommender systems is provided.•The main ideas, methods, tools, advantages, disadvantages, evaluation parameters, and evaluation methods are discussed and summarized.•A scientific taxonomy of healthcare recommender systems is presented.•A detailed list of challenges, open issues, and future research directions is outlined.