Application of Web usage mining and product taxonomy to collaborative recommendations in e-commerce

Item-based collaborative filtering recommendation algorithms

Badrul Sarwar, George Karypis, Joseph A. Konstan et al. · 2001 · 9K citations

Computing, Computer Science, Information Systems +11

GroupLens

Paul Resnick, Neophytos Iacovou, Mitesh Suchak et al. · 1994 · 5K citations · Full text

Computing, Communication, Information Systems +9

Empirical Analysis of Predictive Algorithms for Collaborative Filtering

John S. Breese, David Heckerman, Carl Kadie · arXiv (Cornell University) · 2013 · 4.5K citations · Full text

Computing, Computer Science, Predictive Analytics +14

Fab

Marko Balabanović, Yoav Shoham · Communications of the ACM · 1997 · 2.9K citations · Full text

Computing, Computer Engineering, Computer Systems +17

Social information filtering

Upendra Shardanand, Pattie Maes · 1995 · 2.8K citations · Full text

Computing, Information Systems, Information Technology +10