Computers in Industry - Special issue: co-operation in manufacturing systems, CIM at work
Consistency restoriation and explanations in dynamic CSPs----application to configuration
Artificial Intelligence
Effective Interaction Principles for Online Product Search Environments
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
QUICKXPLAIN: preferred explanations and relaxations for over-constrained problems
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Boosting a complete technique to find MSS and MUS thanks to a local search oracle
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Identifying conflicts in overconstrained temporal problems
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Computing explanations and implications in preference-based configurators
ERCIM'02/CologNet'02 Proceedings of the 2002 Joint ERCIM/CologNet international conference on Constraint solving and constraint logic programming
Inference-based constraint satisfaction supports explanation
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
On finding all minimally unsatisfiable subformulas
SAT'05 Proceedings of the 8th international conference on Theory and Applications of Satisfiability Testing
Discovery of minimal unsatisfiable subsets of constraints using hitting set dualization
PADL'05 Proceedings of the 7th international conference on Practical Aspects of Declarative Languages
Persuasion in Knowledge-Based Recommendation
PERSUASIVE '08 Proceedings of the 3rd international conference on Persuasive Technology
Relaxations for Compiled Over-Constrained Problems
CP '08 Proceedings of the 14th international conference on Principles and Practice of Constraint Programming
Utility-Based Repair of Inconsistent Requirements
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Personalized query relaxations and repairs in knowledge-based recommendation
Proceedings of the third ACM conference on Recommender systems
Plausible repairs for inconsistent requirements
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Consumer Decision Making in Knowledge-Based Recommendation
AMT '09 Proceedings of the 5th International Conference on Active Media Technology
A reformulation-based approach to explanation in constraint satisfaction
SARA'07 Proceedings of the 7th International conference on Abstraction, reformulation, and approximation
Compiling all possible conflicts of a CSP
CP'09 Proceedings of the 15th international conference on Principles and practice of constraint programming
FastXplain: conflict detection for constraint-based recommendation problems
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Consumer decision making in knowledge-based recommendation
Journal of Intelligent Information Systems
Minimal and complete explanations for critical multi-attribute decisions
ADT'11 Proceedings of the Second international conference on Algorithmic decision theory
An efficient diagnosis algorithm for inconsistent constraint sets
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
ReAction: personalized minimal repair adaptations for customer requests
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Generating range fixes for software configuration
Proceedings of the 34th International Conference on Software Engineering
Personalized diagnoses for inconsistent user requirements
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Personalized diagnosis for over-constrained problems
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Automated repair of scoring rules in constraint-based recommender systems
AI Communications - Intelligent Engineering Techniques for Knowledge Bases
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In many interactive decision making scenarios there is often no solution that satisfies all of the user's preferences. The decision process can be helped by providing explanations. Relaxation show sets of consistent preferences and, thus, indicate Which preferences can be enforced, while exclusion sets show which preferences can be relaxed to obtain a solution. We propose a new approach to explanation based on the notion of a representative set of explanations. The size of the set of explanations we compute is exponentially more compact than that found using common approaches from the literature based on finding all minimal conflicts.