Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Recommendation as classification: using social and content-based information in recommendation
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
An algorithmic framework for performing collaborative filtering
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
The small-world phenomenon: an algorithmic perspective
STOC '00 Proceedings of the thirty-second annual ACM symposium on Theory of computing
Explaining collaborative filtering recommendations
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
Social trust: a cognitive approach
Trust and deception in virtual societies
MovieLens unplugged: experiences with an occasionally connected recommender system
Proceedings of the 8th international conference on Intelligent user interfaces
The Eigentrust algorithm for reputation management in P2P networks
WWW '03 Proceedings of the 12th international conference on World Wide Web
Principles of Trust for MAS: Cognitive Anatomy, Social Importance, and Quantification
ICMAS '98 Proceedings of the 3rd International Conference on Multi Agent Systems
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
Latent semantic models for collaborative filtering
ACM Transactions on Information Systems (TOIS)
ACM Transactions on Information Systems (TOIS)
Small Worlds: The Dynamics of Networks between Order and Randomness
Small Worlds: The Dynamics of Networks between Order and Randomness
Spreading Activation Models for Trust Propagation
EEE '04 Proceedings of the 2004 IEEE International Conference on e-Technology, e-Commerce and e-Service (EEE'04)
An automatic weighting scheme for collaborative filtering
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 10th international conference on Intelligent user interfaces
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
Scalable collaborative filtering using cluster-based smoothing
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Computing and applying trust in web-based social networks
Computing and applying trust in web-based social networks
A Scalable Collaborative Filtering Framework Based on Co-Clustering
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Unifying user-based and item-based collaborative filtering approaches by similarity fusion
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Attack-resistant trust metrics for public key certification
SSYM'98 Proceedings of the 7th conference on USENIX Security Symposium - Volume 7
Effective missing data prediction for collaborative filtering
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Social network-based trust in prioritized default logic
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Generating predictive movie recommendations from trust in social networks
iTrust'06 Proceedings of the 4th international conference on Trust Management
PITTCULT: trust-based cultural event recommender
Proceedings of the 2008 ACM conference on Recommender systems
Reinforcing Recommendation Using Implicit Negative Feedback
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Exploiting trust into e-learning: adding reliability to learning paths
International Journal of Technology Enhanced Learning
Semantic Web Service Composition in Social Environments
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Information Sciences: an International Journal
Struggling with misbehaviours in trust systems
IIT'09 Proceedings of the 6th international conference on Innovations in information technology
Modeling and mining of dynamic trust in complex service-oriented systems
Information Systems
I rate you. you rate me. should we do so publicly?
WOSN'10 Proceedings of the 3rd conference on Online social networks
Trust and distrust prediction in social network with combined graphical and review-based attributes
KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part I
Towards topic-based trust in social networks
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Improving recommendations using WatchingNetworks in a social tagging system
Proceedings of the 2011 iConference
DNCOCO'10 Proceedings of the 9th WSEAS international conference on Data networks, communications, computers
Potential Friend Recommendation in Online Social Network
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
Bridging socially-enhanced virtual communities
Proceedings of the 2011 ACM Symposium on Applied Computing
Managing social overlay networks in semantic open enterprise systems
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Modifying trust dynamics through cooperation and defection in evolving social networks
TRUST'11 Proceedings of the 4th international conference on Trust and trustworthy computing
Transactions on computational science XII
An analysis of the structure and dynamics of large-scale Q/A communities
ADBIS'11 Proceedings of the 15th international conference on Advances in databases and information systems
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part III
Revealing beliefs influencing trust between members of the czech informatics community
SocInfo'11 Proceedings of the Third international conference on Social informatics
Opportunistic Information Flows through Strategic Social Link Establishment
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
mTrust: discerning multi-faceted trust in a connected world
Proceedings of the fifth ACM international conference on Web search and data mining
Combined detection model for criminal network detection
PAISI'10 Proceedings of the 2010 Pacific Asia conference on Intelligence and Security Informatics
Mining antagonistic communities from social networks
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Identification of influential social networkers
International Journal of Web Based Communities
Incorporating fuzzy trust in collaborative filtering based recommender systems
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Towards trust inference from bipartite social networks
DBSocial '12 Proceedings of the 2nd ACM SIGMOD Workshop on Databases and Social Networks
eTrust: understanding trust evolution in an online world
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Security and Communication Networks
Retrieving similar discussion forum threads: a structure based approach
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A group trust metric for identifying people of trust in online social networks
Expert Systems with Applications: An International Journal
Ads and the city: considering geographic distance goes a long way
Proceedings of the sixth ACM conference on Recommender systems
Exploiting homophily effect for trust prediction
Proceedings of the sixth ACM international conference on Web search and data mining
Safety Measures for Social Computing in Wiki Learning Environment
International Journal of Information Security and Privacy
Detecting Criminal Networks Using Social Similarity
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Group affinity based social trust model for an intelligent movie recommender system
Multimedia Tools and Applications
MATRI: a multi-aspect and transitive trust inference model
Proceedings of the 22nd international conference on World Wide Web
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Personality, movie preferences, and recommendations
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Formation and interaction patterns in social crowdsourcing environments
International Journal of Communication Networks and Distributed Systems
Trust based recommendation systems
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Users' attachment in trust networks: reputation vs. effort
International Journal of Bio-Inspired Computation
Virtual private social networks and a facebook implementation
ACM Transactions on the Web (TWEB)
An empirical investigation of similarity-driven trust dynamics in a social network
HCI'13 Proceedings of the 15th international conference on Human-Computer Interaction: users and contexts of use - Volume Part III
Enhancing trustworthiness evaluation in internetware with similarity and non-negative constraints
Proceedings of the 5th Asia-Pacific Symposium on Internetware
Socially-based brokerage and composition in virtual communities
International Journal of Networking and Virtual Organisations
Using social networks to enhance customer relationship management
Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems
ACM Transactions on the Web (TWEB)
Building trust from context similarity measures
Computer Standards & Interfaces
An efficient and reliable approach for quality-of-service-aware service composition
Information Sciences: an International Journal
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Online social networks, where users maintain lists of friends and express their preferences for items like movies, music, or books, are very popular. The Web-based nature of this information makes it ideal for use in a variety of intelligent systems that can take advantage of the users' social and personal data. For those systems to be effective, however, it is important to understand the relationship between social and personal preferences. In this work we investigate features of profile similarity and how those relate to the way users determine trust. Through a controlled study, we isolate several profile features beyond overall similarity that affect how much subjects trust hypothetical users. We then use data from FilmTrust, a real social network where users rate movies, and show that the profile features discovered in the experiment allow us to more accurately predict trust than when using only overall similarity. In this article, we present these experimental results and discuss the potential implications for using trust in user interfaces.