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» Using Temporal Data for Making Recommendations
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UAI
2000
15 years 3 months ago
Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach
The growth of Internet commerce has stimulated the use of collaborative filtering (CF) algorithms as recommender systems. Such systems leverage knowledge about the known preferenc...
David M. Pennock, Eric Horvitz, Steve Lawrence, C....
160
Voted
SAC
2008
ACM
15 years 2 months ago
Frequent pattern mining for kernel trace data
Operating systems engineers have developed tracing tools that log details about process execution at the kernel level. These tools make it easier to understand the actual executio...
Christopher LaRosa, Li Xiong, Ken Mandelberg
145
Voted
CIKM
2001
Springer
15 years 7 months ago
Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering
Collaborative filtering uses a database about consumers’ preferences to make personal product recommendations and is achieving widespread success in both E-Commerce and Informat...
Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Krieg...
102
Voted
CIMCA
2005
IEEE
15 years 8 months ago
An Approach to Analyzing Correlation between Songs/Artists Using iTMS Playlists
Digital audio devices have been changing music entertainment environment. Those devices are bundled with music jukebox software, such as Apple’s iTunes, Sony’s CONNECT player....
Yufeng Dou, Eisuke Itoh, Sachio Hirokawa, Daisuke ...
175
Voted
ICIP
2001
IEEE
16 years 4 months ago
Adaptive motion search with elastic diamond for MPEG-4 video coding
Video coding is a complex process, comprising a combination of spatial, temporal and statistical data reduction techniques. Of these techniques, motion estimation taking advantage...
Weiguo Zheng, Ishfaq Ahmad, Ming Lei Liou