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» Using Temporal Data for Making Recommendations
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UAI
2001
13 years 6 months ago
Using Temporal Data for Making Recommendations
Andrew Zimdars, David Maxwell Chickering, Christop...
KDD
2004
ACM
156views Data Mining» more  KDD 2004»
14 years 5 months ago
TiVo: making show recommendations using a distributed collaborative filtering architecture
We describe the TiVo television show collaborative recommendation system which has been fielded in over one million TiVo clients for four years. Over this install base, TiVo curre...
Kamal Ali, Wijnand van Stam
SIGIR
2010
ACM
13 years 8 months ago
Temporal diversity in recommender systems
Collaborative Filtering (CF) algorithms, used to build webbased recommender systems, are often evaluated in terms of how accurately they predict user ratings. However, current eva...
Neal Lathia, Stephen Hailes, Licia Capra, Xavier A...
SIGIR
2009
ACM
13 years 11 months ago
Temporal collaborative filtering with adaptive neighbourhoods
Recommender Systems, based on collaborative filtering (CF), aim to accurately predict user tastes, by minimising the mean error achieved on hidden test sets of user ratings, afte...
Neal Lathia, Stephen Hailes, Licia Capra
JUCS
2010
106views more  JUCS 2010»
13 years 3 months ago
Integration of Similar Evolving Data Sources for Supporting Decision Making Tasks
: Information Systems usually rely on external and independent data sources. When integrating the data to build the integrated repository it is possible to make use of the temporal...
Alberto Salguero, Francisco Araque