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» Introduction to recommender systems
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ACL
2010
14 years 8 months ago
Recommendation in Internet Forums and Blogs
The variety of engaging interactions among users in social medial distinguishes it from traditional Web media. Such a feature should be utilized while attempting to provide intell...
Jia Wang, Qing Li, Yuanzhu Peter Chen, Zhangxi Lin
IUI
2000
ACM
15 years 3 months ago
Mining navigation history for recommendation
Although a user’s navigation history contains a lot of hidden information about the relationship between web pages and between users, this information is usually not exploited. ...
Xiaobin Fu, Jay Budzik, Kristian J. Hammond
CIKM
2008
Springer
15 years 24 days ago
SHOPSMART: product recommendations through technical specifications and user reviews
This paper describes a new method for providing recommendations tailored to a user's preferences using text mining techniques and online technical specifications of products....
Alexander Yates, James Joseph, Ana-Maria Popescu, ...
KDD
2009
ACM
162views Data Mining» more  KDD 2009»
15 years 11 months ago
TrustWalker: a random walk model for combining trust-based and item-based recommendation
Collaborative filtering is the most popular approach to build recommender systems and has been successfully employed in many applications. However, it cannot make recommendations ...
Mohsen Jamali, Martin Ester
WSDM
2010
ACM
214views Data Mining» more  WSDM 2010»
15 years 8 months ago
Pairwise Interaction Tensor Factorization for Personalized Tag Recommendation
Tagging plays an important role in many recent websites. Recommender systems can help to suggest a user the tags he might want to use for tagging a specific item. Factorization mo...
Steffen Rendle, Lars Schmidt-Thieme