Collaborative Filtering via Concept Decomposition on the Netflix Dataset

  title={Collaborative Filtering via Concept Decomposition on the Netflix Dataset},
  author={Nicholas Ampazis},
Collaborative filtering recommender systems make automatic predictions about the interests of a user by collectin g information from many users (collaborating). Most recommendation algorithms are based in finding sets of customers or items whose ra tings overlap in order to create a model for inferring future ratin gs or items that might be of interest for a particular user. Traditional collaborative filtering techniques such as k-Nearest Neighbours and S i gular Value Decomposition (SVD… CONTINUE READING
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