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ICDE
2007
IEEE
130views Database» more  ICDE 2007»
16 years 21 days 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»
16 years 21 days 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
15 years 7 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
POLICY
2004
Springer
15 years 11 months ago
Responding to Policies at Runtime in TrustBuilder
Automated trust negotiation is the process of establishing trust between entities with no prior relationship through the iterative disclosure of digital credentials. One approach ...
Bryan Smith, Kent E. Seamons, Michael D. Jones
ATAL
2011
Springer
14 years 6 months ago
Trust as dependence: a logical approach
We propose that the trust an agent places in another agent declaratively captures an architectural connector between the two agents. We formulate trust as a generic modality expre...
Munindar P. Singh