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ICDM
2002
IEEE
131views Data Mining» more  ICDM 2002»
14 years 26 days ago
Using Sequential and Non-Sequential Patterns in Predictive Web Usage Mining Tasks
We describe an efficient framework for Web personalization based on sequential and non-sequential pattern discovery from usage data. Our experimental results performed on real us...
Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakag...
KDD
2008
ACM
155views Data Mining» more  KDD 2008»
14 years 8 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
CHI
2010
ACM
14 years 2 months ago
PIM-Mail: consolidating task and email management
Traditional email clients are built with a “one-touch” model in mind that assumes an immediate action is performed once an email is read. However, some emails require a follow...
Jan-Peter Krämer
KI
2002
Springer
13 years 7 months ago
Adaptivity through Unobstrusive Learning
In this paper, we present an approach for learning interest profiles implicitly from positive user observations only. This approach eliminates the need to prompt users for ratings...
Ingo Schwab, Alfred Kobsa
HICSS
2010
IEEE
170views Biometrics» more  HICSS 2010»
14 years 2 months ago
Artifacts as Instant Messaging Buddies
Interpersonal awareness is one person’s up-to-the moment knowledge about other group members, while artifact awareness is one person’s up-to-the-moment knowledge about other g...
Saul Greenberg, Stephen Voida, Nathan Stehr, Kimbe...