Collaborative Filtering

How to compute personalized recommendations:

Collaborative Filtering

  • "Expert opinions" without the experts
  • Delicious: example of CF
  • Bookmarks: content of Delicious
  • Tuples: content of CF
  • Bipartite graphs: structure of CF
  • Structural equivalence: computation of CF
  • Delicious: algorithmic summary
  • The four steps of collaborative filtering
 
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