A theory of diagnosis from first principles
Artificial Intelligence
Partial constraint satisfaction
Artificial Intelligence - Special volume on constraint-based reasoning
The Wasabi Personal Shopper: a case-based recommender system
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
Top-k selection queries over relational databases: Mapping strategies and performance evaluation
ACM Transactions on Database Systems (TODS)
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
Electronic Commerce Research
Artificial Intelligence Review
Interactive Critiquing forCatalog Navigation in E-Commerce
Artificial Intelligence Review
Feature-Oriented vs. Needs-Oriented Product Access for Non-Expert-Online Shoppers
I3E '01 Proceedings of the IFIP Conference on Towards The E-Society: E-Commerce, E-Business, E-Government
The complexity of relational query languages (Extended Abstract)
STOC '82 Proceedings of the fourteenth annual ACM symposium on Theory of computing
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
Consistency-based diagnosis of configuration knowledge bases
Artificial Intelligence
Personalized User Preference Elicitation for e-Services
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
IEEE Transactions on Knowledge and Data Engineering
Retrieval Failure and Recovery in Recommender Systems
Artificial Intelligence Review
Evaluating compound critiquing recommenders: a real-user study
Proceedings of the 8th ACM conference on Electronic commerce
Comparing Recommendation Strategies in a Commercial Context
IEEE Intelligent Systems
An Integrated Environment for the Development of Knowledge-Based Recommender Applications
International Journal of Electronic Commerce
Constraint-based recommender systems: technologies and research issues
Proceedings of the 10th international conference on Electronic commerce
Case-studies on exploiting explicit customer requirements in recommender systems
User Modeling and User-Adapted Interaction
QUICKXPLAIN: preferred explanations and relaxations for over-constrained problems
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Evaluating preference-based search tools: a tale of two approaches
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Asymmetric Dominance- and Compromise Effects in the Financial Services Domain
CEC '09 Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing
A Generic User Modeling Component for Hybrid Recommendation Strategies
CEC '09 Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing
ISeller: A Flexible Personalization Infrastructure for e-Commerce Applications
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
Preference-based search using example-critiquing with suggestions
Journal of Artificial Intelligence Research
Plausible repairs for inconsistent requirements
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Fast computation of query relaxations for knowledge-based recommenders
AI Communications
Knowledge-Based Systems
Rapid development of knowledge-based conversational recommender applications with advisor suite
Journal of Web Engineering
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
PB-ADVISOR: A private banking multi-investment portfolio advisor
Information Sciences: an International Journal
Harnessing geo-tagged resources for Web personalization
Proceedings of the 27th Annual ACM Symposium on Applied Computing
| Hi-index | 0.00 |
A recommender system (RS) supports online users in e-commerce by proposing products that are assumed to be both useful and interesting. Knowledge-based recommendation systems form one branch of these online sales support systems that is particularly relevant for high-involvement product domains like consumer electronics, financial services or tourism. A constraint-based RS is a specific variant of a knowledge-based RS that builds on a CSP formalism for problem representation and solving. This article formalizes the different variants of a constraint-based recommendation problem based on consistency and the empirical part compares the performance of different constraint-based recommendation mechanisms in offline experiments on historical data.