The invention discloses a real-time interactive smart television program combined recommendation system and method. The real-time interactive smart television program combined recommendation system comprises an intelligent television data acquisition module, and a could end mainly comprises a distributed real-time processing system, a terminal management system and an EPG management system. In addition, the real-time interactive smart television program combined recommendation system further comprises a data management interface module. The distributed real-time processing system mainly comprises an offline calculation module and an online calculation module. The real-time interactive smart television program combined recommendation system and method adopt the mode that by means of a maturely and perfectly developed big data technology for mass batch processing and real-time processing, user playing program data are acquired in real time, and quick calculation recommendation results and offline batch processing calculation are combined, so that personalized experience is brought, real-time recommendation result update can be achieved, and quicker and more convenient intelligent experience is brought to a user.