GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
NSPW '97 Proceedings of the 1997 workshop on New security paradigms
The físchlár digital video system: a digital library of broadcast TV programmes
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
The role of transparency in recommender systems
CHI '02 Extended Abstracts on Human Factors in Computing Systems
Developing trust in recommender agents
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1
Robustness Analyses of Instance-Based Collaborative Recommendation
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Improving Case-Based Recommendation: A Collaborative Filtering Approach
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Promoting Recommendations: An Attack on Collaborative Filtering
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
PTV: Intelligent Personalised TV Guides
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Shilling recommender systems for fun and profit
Proceedings of the 13th international conference on World Wide Web
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Trust building with explanation interfaces
Proceedings of the 11th international conference on Intelligent user interfaces
Is trust robust?: an analysis of trust-based recommendation
Proceedings of the 11th international conference on Intelligent user interfaces
Detecting noise in recommender system databases
Proceedings of the 11th international conference on Intelligent user interfaces
Automatic construction of personalized customer interfaces
Proceedings of the 11th international conference on Intelligent user interfaces
Accounting for taste: using profile similarity to improve recommender systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Personalized recommendation driven by information flow
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
DCFLA: A distributed collaborative-filtering neighbor-locating algorithm
Information Sciences: an International Journal
A review of ontology based query expansion
Information Processing and Management: an International Journal
A survey of trust in computer science and the Semantic Web
Web Semantics: Science, Services and Agents on the World Wide Web
Collaborative Filtering Using Dual Information Sources
IEEE Intelligent Systems
Attacks and Remedies in Collaborative Recommendation
IEEE Intelligent Systems
Integrated personal recommender systems
Proceedings of the ninth international conference on Electronic commerce
Impact of social influence in e-commerce decision making
Proceedings of the ninth international conference on Electronic commerce
Trust-aware recommender systems
Proceedings of the 2007 ACM conference on Recommender systems
A recursive prediction algorithm for collaborative filtering recommender systems
Proceedings of the 2007 ACM conference on Recommender systems
Recommendations in taste related domains: collaborative filtering vs. social filtering
Proceedings of the 2007 international ACM conference on Supporting group work
On the role of trust in collaborative Web search
Artificial Intelligence Review
Understanding web credibility: a synthesis of the research literature
Foundations and Trends in Human-Computer Interaction
Research on the Recommending Method Used in C2C Online Trading
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
PeerChooser: visual interactive recommendation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Trust on the world wide web: a survey
Foundations and Trends in Web Science
Computable Models of the Law
EUROITV '08 Proceedings of the 6th European conference on Changing Television Environments
Predicting Future User Behaviour in Interactive Live TV
EUROITV '08 Proceedings of the 6th European conference on Changing Television Environments
PITTCULT: trust-based cultural event recommender
Proceedings of the 2008 ACM conference on Recommender systems
Key figure impact in trust-enhanced recommender systems
AI Communications - Recommender Systems
Trust-based recommendations for documents
AI Communications - Recommender Systems
Individual and group behavior-based customer profile model for personalized product recommendation
Expert Systems with Applications: An International Journal
TREPPS: A Trust-based Recommender System for Peer Production Services
Expert Systems with Applications: An International Journal
Q-rater: A collaborative reputation system based on source credibility theory
Expert Systems with Applications: An International Journal
Application of Agent-Based Personal Web of Trust to Local Document Ranking
KES-AMSTA '07 Proceedings of the 1st KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
Arguing about Recommendations in Social Networks
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Expert Systems with Applications: An International Journal
Multidimensional credibility model for neighbor selection in collaborative recommendation
Expert Systems with Applications: An International Journal
A Proposal for Recognizing Reputation within Communities of Practice
Computer Supported Cooperative Work in Design IV
Fuzzy computational models for trust and reputation systems
Electronic Commerce Research and Applications
Gradual trust and distrust in recommender systems
Fuzzy Sets and Systems
iTrustU: a blog recommender system based on multi-faceted trust and collaborative filtering
Proceedings of the 2009 ACM symposium on Applied Computing
"The devil you know knows best": how online recommendations can benefit from social networking
BCS-HCI '07 Proceedings of the 21st British HCI Group Annual Conference on People and Computers: HCI...but not as we know it - Volume 1
TrustWalker: a random walk model for combining trust-based and item-based recommendation
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Producing timely recommendations from social networks through targeted search
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Personalizing Trust in Online Auctions
Proceedings of the 2006 conference on STAIRS 2006: Proceedings of the Third Starting AI Researchers' Symposium
Explaining the Relevance of Court Decisions to Laymen
Proceedings of the 2007 conference on Legal Knowledge and Information Systems: JURIX 2007: The Twentieth Annual Conference
The wisdom of the few: a collaborative filtering approach based on expert opinions from the web
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
A Dialogue-Game Approach for Norm-Based MAS Coordination
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Trust and nuanced profile similarity in online social networks
ACM Transactions on the Web (TWEB)
Sequence-Based Trust for Document Recommendation
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
Trust based recommender system for the semantic web
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Extracting and visualizing trust relationships from online auction feedback comments
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Social Trust-Aware Recommendation System: A T-Index Approach
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
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
Learning to recommend with trust and distrust relationships
Proceedings of the third ACM conference on Recommender systems
Trust no one: evaluating trust-based filtering for recommenders
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Detecting user types in object ranking decisions
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
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
Towards a reputation-based model of social web search
Proceedings of the 15th international conference on Intelligent user interfaces
Improved trust-aware recommender system using small-worldness of trust networks
Knowledge-Based Systems
ManyNets: an interface for multiple network analysis and visualization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Coping with noisy search experiences
Knowledge-Based Systems
Recommender agent based on social network
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Using trust in collaborative filtering recommendation
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Impact of relevance measures on the robustness and accuracy of collaborative filtering
EC-Web'07 Proceedings of the 8th international conference on E-commerce and web technologies
Source credibility model for neighbor selection in collaborative web content recommendation
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
Social networks and interest similarity: the case of CiteULike
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Social Recommendation with Interpersonal Influence
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
On the stability of recommendation algorithms
Proceedings of the fourth ACM conference on Recommender systems
Proceedings of the fourth ACM conference on Recommender systems
Proceedings of the Workshop on Context-Aware Movie Recommendation
Going beyond completeness in information retrieval
International Journal of Computational Science and Engineering
Improving the scalability of recommender systems by clustering using genetic algorithms
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
Mechanizing social trust-aware recommenders with T-index augmented trustworthiness
TrustBus'10 Proceedings of the 7th international conference on Trust, privacy and security in digital business
A framework for the lived experience of identity
Identity in the Information Society
Achieving optimal privacy in trust-aware social recommender systems
SocInfo'10 Proceedings of the Second international conference on Social informatics
Social manipulation of online recommender systems
SocInfo'10 Proceedings of the Second international conference on Social informatics
Recommender systems with social regularization
Proceedings of the fourth ACM international conference on Web search and data mining
Analysis of robustness in trust-based recommender systems
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
Improving recommendations using WatchingNetworks in a social tagging system
Proceedings of the 2011 iConference
Iterative Filtering in Reputation Systems
SIAM Journal on Matrix Analysis and Applications
Creating a context of trust with ICTs: restoring a sense of normalcy in the environment
Proceedings of the ACM 2011 conference on Computer supported cooperative work
How far are we in trust-aware recommendation?
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Sequence-based trust in collaborative filtering for document recommendation
International Journal of Human-Computer Studies
Performance prediction in recommender systems
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
ScoreTree: a decentralised framework for credibility management of user-generated content
Proceedings of the 11th IFIP WG 6.1 international conference on Distributed applications and interoperable systems
Using recommendations to help novices to reuse design knowledge
IS-EUD'11 Proceedings of the Third international conference on End-user development
Users' (Dis)satisfaction with the personalTV application: Combining objective and subjective data
Computers in Entertainment (CIE) - Theoretical and Practical Computer Applications in Entertainment
AdPriRec: a context-aware recommender system for user privacy in MANET services
UIC'11 Proceedings of the 8th international conference on Ubiquitous intelligence and computing
A Case Study of Collaboration and Reputation in Social Web Search
ACM Transactions on Intelligent Systems and Technology (TIST)
Trust based recommender system using ant colony for trust computation
Expert Systems with Applications: An International Journal
Secure personalized recommendation system for mobile user
ICISC'10 Proceedings of the 13th international conference on Information security and cryptology
All the news that's fit to read: finding and recommending news online
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part III
Predicting performance in recommender systems
Proceedings of the fifth ACM conference on Recommender systems
Applied Intelligence
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Rendezvous based trust propagation to enhance distributed network security
International Journal of Security and Networks
A requirements-driven trust framework for secure interoperation in open environments
iTrust'06 Proceedings of the 4th international conference on Trust Management
Enhanced prediction algorithm for item-based collaborative filtering recommendation
EC-Web'06 Proceedings of the 7th international conference on E-Commerce and Web Technologies
A performance prediction approach to enhance collaborative filtering performance
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Intelligent techniques for web personalization
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
The state-of-the-art in personalized recommender systems for social networking
Artificial Intelligence Review
Applying dialogue games to manage recommendation in social networks
ArgMAS'09 Proceedings of the 6th international conference on Argumentation in Multi-Agent Systems
Modeling topic specific credibility on twitter
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
Data in social network analysis
ICCMSN'08 Proceedings of the First international conference on Computer-Mediated Social Networking
A user trust-based collaborative filtering recommendation algorithm
ICICS'09 Proceedings of the 11th international conference on Information and Communications Security
The influence of interaction attributes on trust in virtual communities
UMAP'11 Proceedings of the 19th international conference on Advances in User Modeling
Using past-prediction accuracy in recommender systems
Information Sciences: an International Journal
Implicit feedback techniques on recommender systems applied to electronic books
Computers in Human Behavior
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Building and managing reputation in the environment of Chinese e-commerce: a case study on Taobao
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
A framework for collaborative filtering recommender systems
Expert Systems with Applications: An International Journal
Towards trust inference from bipartite social networks
DBSocial '12 Proceedings of the 2nd ACM SIGMOD Workshop on Databases and Social Networks
TruBeRepec: a trust-behavior-based reputation and recommender system for mobile applications
Personal and Ubiquitous Computing
Circle-based recommendation in online social networks
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning personal + social latent factor model for social recommendation
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Security and Communication Networks
Friend or frenemy?: predicting signed ties in social networks
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A simple but effective method to incorporate trusted neighbors in recommender systems
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
Trust-based local and social recommendation
Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web
Inspectability and control in social recommenders
Proceedings of the sixth ACM conference on Recommender systems
Using graph partitioning techniques for neighbour selection in user-based collaborative filtering
Proceedings of the sixth ACM conference on Recommender systems
Stability of Recommendation Algorithms
ACM Transactions on Information Systems (TOIS)
Proceedings of the 12th International Conference on Electronic Commerce: Roadmap for the Future of Electronic Business
A trust-semantic fusion-based recommendation approach for e-business applications
Decision Support Systems
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 empirical comparison of social, collaborative filtering, and hybrid recommenders
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
Enabling topic-level trust for collaborative information sharing
Personal and Ubiquitous Computing
An analysis of topical proximity in the twitter social graph
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
A multi-dimensional and event-based model for trust computation in the social web
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
International Journal of Mobile Human Computer Interaction
Information Processing and Management: an International Journal
Perspectives on crowdsourcing annotations for natural language processing
Language Resources and Evaluation
LinkedVis: exploring social and semantic career recommendations
Proceedings of the 2013 international conference on Intelligent user interfaces
Recommending energy tariffs and load shifting based on smart household usage profiling
Proceedings of the 2013 international conference on Intelligent user interfaces
A robust trust model for service-oriented systems
Journal of Computer and System Sciences
A case study on trust-based automated blog recommendation making
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
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)
Enhancing the trust-based recommendation process with explicit distrust
ACM Transactions on the Web (TWEB)
Recommending social network applications via social filtering mechanisms
Information Sciences: an International Journal
Novel personal and group-based trust models in collaborative filtering for document recommendation
Information Sciences: an International Journal
Mining large streams of user data for personalized recommendations
ACM SIGKDD Explorations Newsletter
A sentiment-enhanced personalized location recommendation system
Proceedings of the 24th ACM Conference on Hypertext and Social Media
Knowledge-Based Systems
An experimental study on implicit social recommendation
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Bringing knowledge into recommender systems
Journal of Systems and Software
Bayesian Inference in Trust Networks
ACM Transactions on Management Information Systems (TMIS)
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Understanding Similarity Metrics in Neighbour-based Recommender Systems
Proceedings of the 2013 Conference on the Theory of Information Retrieval
Trust based recommendation systems
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Perspectives in semantic adaptive social web
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Exploiting two-faceted web of trust for enhanced-quality recommendations
Expert Systems with Applications: An International Journal
Towards a journalist-based news recommendation system: The Wesomender approach
Expert Systems with Applications: An International Journal
Trust-based role coordination in task-oriented multiagent systems
Knowledge-Based Systems
International Journal of Web Based Communities
Trust fraud: A crucial challenge for China's e-commerce market
Electronic Commerce Research and Applications
Social collaborative retrieval
Proceedings of the 7th ACM international conference on Web search and data mining
Expert Systems with Applications: An International Journal
A smart TV system with body-gesture control, tag-based rating and context-aware recommendation
Knowledge-Based Systems
Merging trust in collaborative filtering to alleviate data sparsity and cold start
Knowledge-Based Systems
ACM Transactions on the Web (TWEB)
A survey of collaborative filtering based social recommender systems
Computer Communications
Hi-index | 0.02 |
Recommender systems have proven to be an important response to the information overload problem, by providing users with more proactive and personalized information services. And collaborative filtering techniques have proven to be an vital component of many such recommender systems as they facilitate the generation of high-quality recom-mendations by leveraging the preferences of communities of similar users. In this paper we suggest that the traditional emphasis on user similarity may be overstated. We argue that additional factors have an important role to play in guiding recommendation. Specifically we propose that the trustworthiness of users must be an important consideration. We present two computational models of trust and show how they can be readily incorporated into standard collaborative filtering frameworks in a variety of ways. We also show how these trust models can lead to improved predictive accuracy during recommendation.