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SDM
2012
SIAM
281views Data Mining» more  SDM 2012»
12 years 12 months ago
Contextual Collaborative Filtering via Hierarchical Matrix Factorization
Matrix factorization (MF) has been demonstrated to be one of the most competitive techniques for collaborative filtering. However, state-of-the-art MFs do not consider contextual...
ErHeng Zhong, Wei Fan, Qiang Yang
69
Voted
CONCURRENCY
2008
60views more  CONCURRENCY 2008»
14 years 9 months ago
Steering via the image in local, distributed and collaborative settings
Computational steering is a valuable mechanism for scientific investigation in which the parameters of a running program can be altered and the results visualized immediately. In ...
J. D. Wood, H. Wright
CONNECTION
2008
178views more  CONNECTION 2008»
14 years 9 months ago
Spoken language interaction with model uncertainty: an adaptive human-robot interaction system
Spoken language is one of the most intuitive forms of interaction between humans and agents. Unfortunately, agents that interact with people using natural language often experienc...
Finale Doshi, Nicholas Roy
SIGMOD
2012
ACM
210views Database» more  SIGMOD 2012»
12 years 12 months ago
Interactive regret minimization
We study the notion of regret ratio proposed in [19] to deal with multi-criteria decision making in database systems. The regret minimization query proposed in [19] was shown to h...
Danupon Nanongkai, Ashwin Lall, Atish Das Sarma, K...
AMM
2011
118views more  AMM 2011»
14 years 4 months ago
From Community Detection to Mentor Selection in Rating-Free Collaborative Filtering
—The number of resources or items that users can now access when navigating on the Web or using e-services, is so huge that these might feel lost due to the presence of too much ...
Armelle Brun, Sylvain Castagnos, Anne Boyer