Improving collaborative filtering-based recommender systems results using Pareto dominance

Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions

Gediminas Adomavičius, Alexander Tuzhilin · IEEE Transactions on Knowledge and Data Engineering · 2005 · 10.3K citations

Computing, Computer Science, Information Retrieval +14

Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms

N. Srinivas, Kalyanmoy Deb · Evolutionary Computation · 1994 · 6.9K citations

Natural Sciences, Computer Science, Algorithms +13

Evaluating collaborative filtering recommender systems

Jonathan L. Herlocker, Joseph A. Konstan, Loren Terveen et al. · ACM Transactions on Information Systems · 2004 · 5.8K citations

Computing, Information Systems, Information Retrieval +13

SPEA2: Improving the strength pareto evolutionary algorithm

Eckart Zitzler, Marco Laumanns, Lothar Thiele · Repository for Publications and Research Data (ETH Zurich) · 2001 · 5K citations · Full text

Architecture, Evolutionary Biology, Optimization +8

Hybrid Recommender Systems: Survey and Experiments

Robin Burke · User Modeling and User-Adapted Interaction · 2002 · 3.8K citations

Computing, Computer Science, Machine Learning +10