Fab: content-based, collaborative recommendation
Communications of the ACM
An experimental analysis of multi-attribute auctions
Decision Support Systems
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
Machine Learning
Thirty years of conjoint analysis: reflections and prospects
Interfaces - Special issue: marketing engineering
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
IEEE Transactions on Knowledge and Data Engineering
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
The effect of correlation coefficients on communities of recommenders
Proceedings of the 2008 ACM symposium on Applied computing
Improving personalized services in mobile commerce by a novel multicriteria rating approach
Proceedings of the 17th international conference on World Wide Web
A contents recommendation scheme using user's affection and shopping motive
Proceedings of the 5th international conference on Pervasive services
Unobtrusive Dynamic Modelling of TV Program Preferences in a Household
EUROITV '08 Proceedings of the 6th European conference on Changing Television Environments
CARD: a decision-guidance framework and application for recommending composite alternatives
Proceedings of the 2008 ACM conference on Recommender systems
CARD: a decision-guidance framework and application for recommending composite alternatives
Proceedings of the 2008 ACM conference on Recommender systems
Flexible recommendations over rich data
Proceedings of the 2008 ACM conference on Recommender systems
UTA-Rec: a recommender system based on multiple criteria analysis
Proceedings of the 2008 ACM conference on Recommender systems
FlexRecs: expressing and combining flexible recommendations
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Query Recommendations for Interactive Database Exploration
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
Exploiting user similarity based on rated-item pools for improved user-based collaborative filtering
Proceedings of the third ACM conference on Recommender systems
View-based recommender systems
Proceedings of the third ACM conference on Recommender systems
Applying relevant set correlation clustering to multi-criteria recommender systems
Proceedings of the third ACM conference on Recommender systems
Integrating web mining and neural network for personalized e-commerce automatic service
Expert Systems with Applications: An International Journal
New Hybrid Recommender Approaches: An Application to Equity Funds Selection
ADT '09 Proceedings of the 1st International Conference on Algorithmic Decision Theory
Recommendation method that considers the context of product purchases
WSEAS Transactions on Information Science and Applications
People recommendation based on aggregated bidirectional intentions in social network site
PKAW'10 Proceedings of the 11th international conference on Knowledge management and acquisition for smart systems and services
Multi-criteria retrieval in cultural heritage recommendation systems
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part II
Information Systems Frontiers
Context-aware recommendation using rough set model and collaborative filtering
Artificial Intelligence Review
Enabling trust-aware semantic web service selection a flexible and personalized approach
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Interaction-based collaborative filtering methods for recommendation in online dating
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Multi-criteria service recommendation based on user criteria preferences
Proceedings of the fifth ACM conference on Recommender systems
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Applying Multicriteria Algorithms to Restaurant Recommendation
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
A recommender mechanism based on case-based reasoning
Expert Systems with Applications: An International Journal
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
An efficient context-aware personalization technique in ubiquitous environments
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Designing business-intelligence tools with value-driven recommendations
DESRIST'10 Proceedings of the 5th international conference on Global Perspectives on Design Science Research
A literature review and classification of recommender systems research
Expert Systems with Applications: An International Journal
Recommender systems: from algorithms to user experience
User Modeling and User-Adapted Interaction
Accuracy improvements for multi-criteria recommender systems
Proceedings of the 13th ACM Conference on Electronic Commerce
Electronic Commerce Research and Applications
A Multi-Criteria Metric Algorithm for Recommender Systems
Fundamenta Informaticae - Theory that Counts: To Oscar Ibarra on His 70th Birthday
Improving recommendation accuracy based on item-specific tag preferences
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Fast group recommendations by applying user clustering
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Combining user preferences and user opinions for accurate recommendation
Electronic Commerce Research and Applications
A Mobile Service Recommendation System Using Multi-Criteria Ratings
International Journal of Interdisciplinary Telecommunications and Networking
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Multi-Criteria Recommender Systems based on Multi-Attribute Decision Making
Proceedings of International Conference on Information Integration and Web-based Applications & Services
Dynamic adaptation of numerical attributes in a user profile
Applied Intelligence
Automatic preference learning on numeric and multi-valued categorical attributes
Knowledge-Based Systems
Hybrid recommendation approaches for multi-criteria collaborative filtering
Expert Systems with Applications: An International Journal
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Traditional single-rating recommender systems have been successful in a number of personalization applications, but the research area of multicriteria recommender systems has been largely untouched. Taking full advantage of multicriteria ratings in various applications requires new recommendation techniques. The authors propose two new approaches—a similarity-based approach and an aggregation-function-based approach—to incorporating and leveraging multicriteria rating information in recommender systems. They discuss multiple variations of each proposed approach and report empirical analysis results from a real-world dataset. Experimental results show that recommender systems can leverage multicriteria ratings and improve recommendation accuracy, as compared to traditional single-rating recommendation techniques.