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KDD
2008
ACM
155views Data Mining» more  KDD 2008»
16 years 2 months ago
Factorization meets the neighborhood: a multifaceted collaborative filtering model
Recommender systems provide users with personalized suggestions for products or services. These systems often rely on Collaborating Filtering (CF), where past transactions are ana...
Yehuda Koren
106
Voted
KDD
2008
ACM
128views Data Mining» more  KDD 2008»
16 years 2 months ago
Bypass rates: reducing query abandonment using negative inferences
We introduce a new approach to analyzing click logs by examining both the documents that are clicked and those that are bypassed--documents returned higher in the ordering of the ...
Atish Das Sarma, Sreenivas Gollapudi, Samuel Ieong
121
Voted
HPCA
2002
IEEE
16 years 2 months ago
Quantifying Load Stream Behavior
The increasing performance gap between processors and memory will force future architectures to devote significant resources towards removing and hiding memory latency. The two ma...
Suleyman Sair, Timothy Sherwood, Brad Calder
CHI
2004
ACM
16 years 2 months ago
Regressions re-visited: a new definition for the visual display paradigm
We revisit the definition of regressions in eye tracking, having found existing definitions, formulated within a reading paradigm, unsuitable for visual display assessment. The ne...
James A. Renshaw, Janet Finlay, David A. Tyfa, Rob...
OSDI
2002
ACM
16 years 2 months ago
Integrated Resource Management for Cluster-based Internet Services
Client request rates for Internet services tend to be bursty and thus it is important to maintain efficient resource utilization under a wide range of load conditions. Network ser...
Kai Shen, Hong Tang, Tao Yang, Lingkun Chu