Explaining collaborative filtering recommendations
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Supporting Trust in Virtual Communities
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 6 - Volume 6
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
Semantic Feedback for Hybrid Recommendations in Recommendz
EEE '05 Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce and e-Service (EEE'05) on e-Technology, e-Commerce and e-Service
Computing and applying trust in web-based social networks
Computing and applying trust in web-based social networks
Metcalfe's law, Web 2.0, and the Semantic Web
Web Semantics: Science, Services and Agents on the World Wide Web
Trust on the world wide web: a survey
Foundations and Trends in Web Science
Harvana: harvesting community tags to enrich collection metadata
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Push-Poll Recommender System: Supporting Word of Mouth
UM '07 Proceedings of the 11th international conference on User Modeling
Open Domain Recommendation: Social Networks and Collaborative Filtering
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Recommending topics for self-descriptions in online user profiles
Proceedings of the 2008 ACM conference on Recommender systems
Key figure impact in trust-enhanced recommender systems
AI Communications - Recommender Systems
TREPPS: A Trust-based Recommender System for Peer Production Services
Expert Systems with Applications: An International Journal
iTrustU: a blog recommender system based on multi-faceted trust and collaborative filtering
Proceedings of the 2009 ACM symposium on Applied Computing
Trust and nuanced profile similarity in online social networks
ACM Transactions on the Web (TWEB)
Linking social networks on the web with FOAF: a semantic web case study
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Efficient calculation of personalized document rankings
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Rigorous Probabilistic Trust-Inference with Applications to Clustering
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
FeedbackTrust: using feedback effects in trust-based recommendation systems
Proceedings of the third ACM conference on Recommender systems
Tutorial on using social trust for recommender systems
Proceedings of the third ACM conference on Recommender systems
A social recommendation framework based on multi-scale continuous conditional random fields
Proceedings of the 18th ACM conference on Information and knowledge management
Trust relationship prediction using online product review data
Proceedings of the 1st ACM international workshop on Complex networks meet information & knowledge management
d2isco: Distributed Deliberative CBR Systems with jCOLIBRI
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
Semantic Web Service Composition in Social Environments
ISWC '09 Proceedings of the 8th International Semantic Web Conference
ManyNets: an interface for multiple network analysis and visualization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Use of social network information to enhance collaborative filtering performance
Expert Systems with Applications: An International Journal
Social media recommendation based on people and tags
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Trust network inference for online rating data using generative models
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Trust-based rating prediction for recommendation in web 2.0 collaborative learning social software
ITHET'10 Proceedings of the 9th international conference on Information technology based higher education and training
How Argumentation can Enhance Dialogues in Social Networks
Proceedings of the 2010 conference on Computational Models of Argument: Proceedings of COMMA 2010
Social Recommendation with Interpersonal Influence
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Distributed deliberative recommender systems
Transactions on computational collective intelligence I
Social manipulation of online recommender systems
SocInfo'10 Proceedings of the Second international conference on Social informatics
Personalized social recommendations: accurate or private
Proceedings of the VLDB Endowment
Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation
Proceedings of the fifth ACM conference on Recommender systems
A social network-based trust model for the semantic web
ATC'06 Proceedings of the Third international conference on Autonomic and Trusted Computing
Asknext: An agent protocol for social search
Information Sciences: an International Journal
The state-of-the-art in personalized recommender systems for social networking
Artificial Intelligence Review
Combining provenance with trust in social networks for semantic web content filtering
IPAW'06 Proceedings of the 2006 international conference on Provenance and Annotation of Data
Collaborative Filtering Recommender Systems
Foundations and Trends in Human-Computer Interaction
PointBurst: towards a trust-relationship framework for improved social recommendations
APWeb'12 Proceedings of the 14th international conference on Web Technologies and Applications
Towards trust inference from bipartite social networks
DBSocial '12 Proceedings of the 2nd ACM SIGMOD Workshop on Databases and Social Networks
Understanding and exploiting information spreading and integrating technologies
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
Inspectability and control in social recommenders
Proceedings of the sixth ACM conference on Recommender systems
Calculating trust using aggregation rules in social networks
ATC'07 Proceedings of the 4th international conference on Autonomic and Trusted Computing
A trust-semantic fusion-based recommendation approach for e-business applications
Decision Support Systems
Student progress assessment with the help of an intelligent pupil analysis system
Engineering Applications of Artificial Intelligence
Social factors in group recommender systems
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
An effective recommendation method for cold start new users using trust and distrust networks
Information Sciences: an International Journal
Trust-Based service discovery in multi-relation social networks
ICSOC'12 Proceedings of the 10th international conference on Service-Oriented Computing
Exploiting homophily effect for trust prediction
Proceedings of the sixth ACM international conference on Web search and data mining
Research opportunities for argumentation in social networks
Artificial Intelligence Review
Identifying Influential Taggers in Trust-Aware Recommender Systems
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
An Improved Model of Trust-aware Recommender Systems Using Distrust Metric
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
On Measurement of Influence in Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Enhancing the trust-based recommendation process with explicit distrust
ACM Transactions on the Web (TWEB)
You are what you consume: a bayesian method for personalized recommendations
Proceedings of the 7th ACM conference on Recommender systems
Socially-aware video recommendation using users' profiles and crowdsourced annotations
Proceedings of the 2nd international workshop on Socially-aware multimedia
Exploiting two-faceted web of trust for enhanced-quality recommendations
Expert Systems with Applications: An International Journal
Question Waves: A multicast query routing algorithm for social search
Information Sciences: an International Journal
Exploiting local and global social context for recommendation
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Ant-based service selection framework for a smart home monitoring environment
Multimedia Tools and Applications
Including social factors in an argumentative model for Group Decision Support Systems
Decision Support Systems
Clustering-based diversity improvement in top-N recommendation
Journal of Intelligent Information Systems
Building trust from context similarity measures
Computer Standards & Interfaces
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Social networks are growing in number and size, with hundreds of millions of user accounts among them. One added benefit of these networks is that they allow users to encode more information about their relationships than just stating who they know. In this work, we are particularly interested in trust relationships, and how they can be used in designing interfaces. In this paper, we present FilmTrust, a website that uses trust in web-based social networks to create predictive movie recommendations. Using the FilmTrust system as a foundation, we show that these recommendations are more accurate than other techniques when the user's opinions about a film are divergent from the average. We discuss this technique both as an application of social network analysis, as well as how it suggests other analyses that can be performed to help improve collaborative filtering algorithms of all types.