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Recommender system

Known as: Recommendation search engines, IPTV Recommendations, TV Recommender system 
Recommender systems or recommendation systems (sometimes replacing "system" with a synonym such as platform or engine) are a subclass of information… 
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2012
Review
2012
Recommender Systems
Beyond NDCG: behavioral testing of recommender systems Collaborative Knowledge Base Embedding for Recommender ...Recommender… 
Highly Cited
2011
Highly Cited
2011
Introduction to Recommender Systems Handbook
Recommender Systems (RSs) are software tools and techniques providing suggestions for items to be of use to a user. In this… 
Highly Cited
2011
Highly Cited
2011
Recommender systems with social regularization
Although Recommender Systems have been comprehensively analyzed in the past decade, the study of social-based recommender systems… 
Review
2010
Review
2010
Recommender Systems - An Introduction
In this age of information overload, people use a variety of strategies to make choices about what to buy, how to spend their… 
Highly Cited
2010
Highly Cited
2010
Recommender Systems Handbook
The explosive growth of e-commerce and online environments has made the issue of information search and selection increasingly… 
Highly Cited
2009
Highly Cited
2009
Matrix Factorization Techniques for Recommender Systems
As the Netflix Prize competition has demonstrated, matrix factorization models are superior to classic nearest neighbor… 
Review
2004
Review
2004
Evaluating collaborative filtering recommender systems
Recommender systems have been evaluated in many, often incomparable, ways. In this article, we review the key decisions in… 
Review
2004
Review
2004
Hybrid Recommender Systems: Survey and Experiments
  • R. Burke
  • User Modeling and User-Adapted Interaction
  • 2004
  • Corpus ID: 3970
Recommender systems represent user preferences for the purpose of suggesting items to purchase or examine. They have become… 
Highly Cited
2000
Highly Cited
2000
Application of Dimensionality Reduction in Recommender System - A Case Study
Abstract : We investigate the use of dimensionality reduction to improve performance for a new class of data analysis software… 
Review
1997
Review
1997
Recommender systems
Recommender systems assist and augment this natural social process. In a typical recommender system people provide… 
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