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» On bootstrapping recommender systems
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EDBTW
2004
Springer
14 years 7 days ago
Semantic Web Recommender Systems
Research on recommender systems has primarily addressed centralized scenarios and largely ignored open, decentralized systems where remote information distribution prevails. Absenc...
Cai-Nicolas Ziegler
STOC
2002
ACM
93views Algorithms» more  STOC 2002»
14 years 8 months ago
Competitive recommendation systems
Petros Drineas, Iordanis Kerenidis, Prabhakar Ragh...
ICDE
2007
IEEE
130views Database» more  ICDE 2007»
14 years 2 months ago
A Survey of Explanations in Recommender Systems
This paper provides a comprehensive review of explanations in recommender systems. We highlight seven possible advantages of an explanation facility, and describe how existing mea...
Nava Tintarev, Judith Masthoff
HICSS
2007
IEEE
114views Biometrics» more  HICSS 2007»
14 years 2 months ago
Consumers' Interest in Personalized Recommendations: The Role of Product-Involvement and Opinion Seeking
The best recommender system is useless if consumers are not interested in its recommendations. Hence it is vital for e-commerce operators who apply recommender systems to get insi...
Nicolas Knotzer, Maria Madlberger
AAAI
2006
13 years 10 months ago
Model-Based Collaborative Filtering as a Defense against Profile Injection Attacks
The open nature of collaborative recommender systems allows attackers who inject biased profile data to have a significant impact on the recommendations produced. Standard memory-...
Bamshad Mobasher, Robin D. Burke, Jeff J. Sandvig