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105
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ICMCS
2009
IEEE
14 years 10 months ago
2009
IEEE
In this paper we develop a recommendation framework to connect image content with communities in online social media. The problem is important because users are looking for useful...
129
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GROUP
2010
ACM
14 years 10 months ago
2010
ACM
Movie recommender systems simplify the movie selection by providing movie suggestions based on the respective user's personal taste. Most of the current systems address indiv...
134
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TKDE
2012
13 years 3 months ago
2012
— Recommender systems are becoming increasingly important to individual users and businesses for providing personalized recommendations. However, while the majority of algorithms...
137
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KDD
2010
ACM
15 years 4 months ago
2010
ACM
Social tagging systems have become increasingly popular for sharing and organizing web resources. Tag recommendation is a common feature of social tagging systems. Social tagging ...
146
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SDM
2012
SIAM
13 years 3 months ago
2012
SIAM
We propose a new matrix completion algorithm— Kernelized Probabilistic Matrix Factorization (KPMF), which effectively incorporates external side information into the matrix fac...