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SIGIR
2005
ACM
14 years 1 months ago
Scalable collaborative filtering using cluster-based smoothing
Memory-based approaches for collaborative filtering identify the similarity between two users by comparing their ratings on a set of items. In the past, the memory-based approache...
Gui-Rong Xue, Chenxi Lin, Qiang Yang, Wensi Xi, Hu...
ICMCS
1994
IEEE
148views Multimedia» more  ICMCS 1994»
13 years 11 months ago
Content-Based Access to Algebraic Video
Algebraic video uses a set of basic operations on video segments to create a desired video stream. The video algebraconsists ofoperations fortemporallyand spatially combining vide...
Ron Weiss, Andrzej Duda, David K. Gifford
KDD
1999
ACM
115views Data Mining» more  KDD 1999»
13 years 11 months ago
Horting Hatches an Egg: A New Graph-Theoretic Approach to Collaborative Filtering
Charu C. Aggarwal, Joel L. Wolf, Kun-Lung Wu, Phil...
CORR
2008
Springer
55views Education» more  CORR 2008»
13 years 7 months ago
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization
Francis Bach, Jacob Abernethy, Jean-Philippe Vert,...
SIGIR
2008
ACM
13 years 7 months ago
EigenRank: a ranking-oriented approach to collaborative filtering
A recommender system must be able to suggest items that are likely to be preferred by the user. In most systems, the degree of preference is represented by a rating score. Given a...
Nathan Nan Liu, Qiang Yang