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Empowered by advances in information technology, such as social media network, digital library and mobile computing, there emerges an ever-increasing amounts of multimedia data. As the key technology to address the problem of information overload, multimedia recommendation system has been received a lot of attentions from both industry and academia. This course aims to 1) provide a series of detailed review of state-of-the-art in multimedia recommendation; 2) analyze key technical challenges indoi:10.1145/2502081.2502233 dblp:conf/mm/ShenHS13 fatcat:tkhmcuxcxbbt5pgam5hikgurta