86 search results - page 1 / 18 » Link prediction approach to collaborative filtering |
JCDL
2005
ACM
13 years 10 months ago
2005
ACM
Recommender systems can provide valuable services in a digital library environment, as demonstrated by its commercial success in book, movie, and music industries. One of the most...
ICML
2009
IEEE
14 years 5 months ago
2009
IEEE
We present a unified framework for learning link prediction and edge weight prediction functions in large networks, based on the transformation of a graph's algebraic spectru...
DATAMINE
2010
13 years 1 months ago
2010
: In dyadic prediction, the input consists of a pair of items (a dyad), and the goal is to predict the value of an observation related to the dyad. Special cases of dyadic predicti...
CSCW
1998
ACM
13 years 8 months ago
1998
ACM
Collaborative filtering systems help address information overload by using the opinions of users in a community to make personal recommendations for documents to each user. Many c...
IRAL
2003
ACM
13 years 9 months ago
2003
ACM
In this work, we apply a clustering technique to integrate the contents of items into the item-based collaborative filtering framework. The group rating information that is obtain...