Browsing Technical Reports (Electrical Engineering and Computer Science) by Subject "Collaborative filtering"

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Challenges and solutions for synthesis of knowledge regarding collaborative filtering algorithms

Lowd, Daniel; Godde, Olivier; McLaughlin, Matthew; Nong, Shuzhen; Wang, Yun; Herlocker, Jonathan L. (2004?)

Collaborative filtering (CF)-based recommender systems predict what items a user will like or find useful based on the recommendations (active or implicit) of other members of a networked community. In spite of more than ...
Collaborative filtering for digital libraries

Oregon State University. Dept. of Computer Science; Herlocker, Jonathan Lee; Jung, Seikyung; Webster, Janet G. (Corvallis, OR : Oregon State University, Dept. of Computer Science, 2003)

Can collaborative filtering be successfully applied to digital libraries in a manner that improves the effectiveness of the library? Collaborative filtering systems remove the limitation of traditional content-based s ...
Identifying and minimizing the effects of malicious behavior in SERF

Oregon State University. Dept. of Computer Science; Natarajan, Sandeep (Corvallis, OR : Oregon State University, Dept. of Computer Science, 2005)

Collaborative filtering (CF) algorithms are used in a wide range of internet applications. However the chief objective of using CF algorithms across most of these applications is to discover items that might be of intere ...