Two Decades of Recommender Systems at Amazon.com.
Brent SmithGreg LindenPublished in: IEEE Internet Comput. (2017)
Keyphrases
- recommender systems
- collaborative filtering
- matrix factorization
- user preferences
- cold start problem
- trust aware
- user modeling
- user profiles
- information overload
- user profiling
- information filtering
- data sparsity
- item based collaborative filtering
- recommendation quality
- personal preferences
- implicit feedback
- personalized recommendation
- user interests
- cold start
- user model
- information retrieval systems
- website
- data mining
- real world