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» Replicable Evaluation of Recommender Systems
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AH
2004
Springer
15 years 2 months ago
Evaluating Information Filtering Techniques in an Adaptive Recommender System
Abstract. With the huge increase in the volume of information available in digital form and the increasing diversity of Web applications, the need for efficient, reliable, informat...
John O'Donovan, John Dunnion
IJMMS
2010
44views more  IJMMS 2010»
14 years 8 months ago
In situ evaluation of recommender systems: Framework and instrumentation
Mathias Funk, Anne Rozinat, Evangelos Karapanos, A...
TKDE
2012
236views Formal Methods» more  TKDE 2012»
13 years 23 days ago
Improving Aggregate Recommendation Diversity Using Ranking-Based Techniques
— Recommender systems are becoming increasingly important to individual users and businesses for providing personalized recommendations. However, while the majority of algorithms...
Gediminas Adomavicius, YoungOk Kwon