Context aware Markov chains models

•Systemic approach for incorporating multiple contextual conditions into Markov chain models.•Highly scalable methods for contextual modeling, based on the main paradigms of context aware recommender systems (CARS).•Evaluation with massive datasets with rich contextual conditions, containing millions of records.