Intelligent information-sharing systems
Communications of the ACM
Information filtering and information retrieval: two sides of the same coin?
Communications of the ACM - Special issue on information filtering
Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Communications of the ACM
PHOAKS: a system for sharing recommendations
Communications of the ACM
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Learning and Revising User Profiles: The Identification ofInteresting Web Sites
Machine Learning - Special issue on multistrategy learning
AHAM: a Dexter-based reference model for adaptive hypermedia
Proceedings of the tenth ACM Conference on Hypertext and hypermedia : returning to our diverse roots: returning to our diverse roots
Voting for movies: the anatomy of a recommender system
Proceedings of the third annual conference on Autonomous Agents
Users are individuals: individualizing user models
International Journal of Human-Computer Studies - Special issue: 1969-1999, the 30th anniversary
Helping people find what they don't know
Communications of the ACM
A personalized television listings service
Communications of the ACM
Web-collaborative filtering: recommending music by crawling the Web
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
Analysis of recommendation algorithms for e-commerce
Proceedings of the 2nd ACM conference on Electronic commerce
MOVIES2GO: an online voting based movie recommender system
Proceedings of the fifth international conference on Autonomous agents
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
E-Commerce Recommendation Applications
Data Mining and Knowledge Discovery
Eigentaste: A Constant Time Collaborative Filtering Algorithm
Information Retrieval
User Modeling and User-Adapted Interaction
Information Filtering: Overview of Issues, Research and Systems
User Modeling and User-Adapted Interaction
Studying Recommendation Algorithms by Graph Analysis
Journal of Intelligent Information Systems
Personalized location-based brokering using an agent-based intermediary architecture
Decision Support Systems - Special issue: Agents and e-commerce business models
A Taxonomy of Recommender Agents on theInternet
Artificial Intelligence Review
Multidimensional Recommender Systems: A Data Warehousing Approach
WELCOM '01 Proceedings of the Second International Workshop on Electronic Commerce
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Opinion-Based Filtering through Trust
CIA '02 Proceedings of the 6th International Workshop on Cooperative Information Agents VI
Convergent algorithms for collaborative filtering
Proceedings of the 4th ACM conference on Electronic commerce
Similarity of personal preferences: theoretical foundations and empirical analysis
Artificial Intelligence
Development of a recommendation system with multiple subjective evaluation process models
CW '03 Proceedings of the 2003 International Conference on Cyberworlds
Introduction to recommender systems: Algorithms and Evaluation
ACM Transactions on Information Systems (TOIS)
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
Ontological user profiling in recommender systems
ACM Transactions on Information Systems (TOIS)
ACM Transactions on Information Systems (TOIS)
Item-based top-N recommendation algorithms
ACM Transactions on Information Systems (TOIS)
PocketLens: Toward a personal recommender system
ACM Transactions on Information Systems (TOIS)
An empirical investigation of decision-making satisfaction in web-based decision support systems
Decision Support Systems
Recommender Systems Research: A Connection-Centric Survey
Journal of Intelligent Information Systems
CROC: A New Evaluation Criterion for Recommender Systems
Electronic Commerce Research
A web-based consumer-oriented intelligent decision support system for personalized e-services
ICEC '04 Proceedings of the 6th international conference on Electronic commerce
Incorporating contextual information in recommender systems using a multidimensional approach
ACM Transactions on Information Systems (TOIS)
Integrating AHP and data mining for product recommendation based on customer lifetime value
Information and Management
IEEE Transactions on Knowledge and Data Engineering
A hybrid framework for similarity-based recommendations
International Journal of Business Intelligence and Data Mining
Optimal recommendation sets: covering uncertainty over user preferences
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Modeling user multiple interests by an improved GCS approach
Expert Systems with Applications: An International Journal
Detection of the customer time-variant pattern for improving recommender systems
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Classification-based collaborative filtering using market basket data
Expert Systems with Applications: An International Journal
A personalized recommendation system based on product taxonomy for one-to-one marketing online
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
The decision-theoretic interactive video advisor
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Evaluation of attribute-aware recommender system algorithms on data with varying characteristics
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
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
marService: multiattribute utility recommendation for e-markets
International Journal of Computer Applications in Technology
User-centric multi-criteria information retrieval
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Applying relevant set correlation clustering to multi-criteria recommender systems
Proceedings of the third ACM conference on Recommender systems
A comparative study of target-based evaluation of traditional craft patterns using Kansei data
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
Proceedings of the 2011 Workshop on Context-awareness in Retrieval and Recommendation
Recommender system architecture for adaptive green marketing
Expert Systems with Applications: An International Journal
Multi-objective optimization in learning to rank
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Electronic Commerce Research and Applications
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
Interaction and personalization of criteria in recommender systems
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Fuzzy target-based multi-feature evaluation of traditional craft products
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
A multi-agent recommender system for supporting device adaptivity in e-Commerce
Journal of Intelligent Information Systems
Accuracy improvements for multi-criteria recommender systems
Proceedings of the 13th ACM Conference on Electronic Commerce
Recommending multimedia web services in a multi-device environment
Information Systems
A hybrid fuzzy-based personalized recommender system for telecom products/services
Information Sciences: an International Journal
Multi-Criteria Recommender Systems based on Multi-Attribute Decision Making
Proceedings of International Conference on Information Integration and Web-based Applications & Services
Hybrid recommendation approaches for multi-criteria collaborative filtering
Expert Systems with Applications: An International Journal
Election candidates fuzzy multi-agent recommender system
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Recent studies have indicated that the application of Multi-Criteria Decision Making (MCDM) methods in recommender systems has yet to be systematically explored. This observation partially contradicts with the fact that in related literature, there exist several contributions describing recommender systems that engage some MCDM method. Such systems, which we refer to as multi-criteria recommender systems, have early demonstrated the potential of applying MCDM methods to facilitate recommendation, in numerous application domains. On the other hand, a comprehensive analysis of existing systems would facilitate their understanding and development. Towards this direction, this paper identifies a set of dimensions that distinguish, describe and categorize multi-criteria recommender systems, based on existing taxonomies and categorizations. These dimensions are integrated into an overall framework that is used for the analysis and classification of a sample of existing multi-criteria recommender systems. The results provide a comprehensive overview of the ways current multi-criteria recommender systems support the decision of online users.