Concepedia

Trust- and Distrust-Based Recommendations for Controversial Reviews

Patricia Victor, Chris Cornelis, Martine De Cock, Ankur Teredesai

IEEE Intelligent Systems · 2011 · 107 citations · 16 references

Concepts

Trust MetricRecommendation ProcessCustomer ReviewControversial ReviewsOnline ReviewsBiasManagementComputational TrustTrustSocial InfluenceTrust ManagementReputation SystemCommunicationArtsMarketingPersuasionFirst Experimental Study

Abstract

By comparing and extending several well-known trust-enhanced techniques for recommending controversial reviews from Epinions.com, the authors provide the first experimental study of using distrust in the recommendation process.

References

16

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Gediminas Adomavičius, Alexander Tuzhilin · IEEE Transactions on Knowledge and Data Engineering · 2005 · 10.1K citations

Engineering, Recommendation Capabilities, Text Mining +17

Evaluating collaborative filtering recommender systems

Jonathan L. Herlocker, Joseph A. Konstan, Loren Terveen et al. · ACM Transactions on Information Systems · 2004 · 5.7K citations

Group Recommenders, Engineering, Information Retrieval +15

GroupLens

Paul Resnick, Neophytos Iacovou, Mitesh Suchak et al. · 1994 · 5K citations · Full text

Engineering, Communication, Text Mining +16

Propagation of trust and distrust

R. Guha, Ravi Kumar, Prabhakar Raghavan et al. · 2004 · 1.5K citations

Engineering, Behavioral Decision Making, Large Trust Network +20

Trust-aware recommender systems

Paolo Massa, Paolo Avesani · 2007 · 1.2K citations

Engineering, Trust Management Architecture, Communication +21