Tag Archive for 'Resys'

【Resys】付超群:Music Recommender Systems

这个slide介绍了不少推荐的算法,但我所收获的确是整个推荐环节的一些通用的过程及数据整理:

Music Recommender Systems

  • Data Collection(User rating/collection/listen log/view log)
  • Data Cleaning(Missing/Wrong/Noise/Duplicate Data)
  • Data Preprocessing
  • Data Mining
  • Tracking & Optimization