A theory of diagnosis from first principles
Artificial Intelligence
Expert systems for configuration at Digital: XCON and beyond
Communications of the ACM
Characterizing diagnoses and systems
Artificial Intelligence
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Model-based diagnosis of hardware designs
Artificial Intelligence
Product Configuration Frameworks-A Survey
IEEE Intelligent Systems
Configuring Large Systems Using Generative Constraint Satisfaction
IEEE Intelligent Systems
Sales Configuration in Business Processes
IEEE Intelligent Systems
Configuration knowledge representations for Semantic Web applications
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Consistency-based diagnosis of configuration knowledge bases
Artificial Intelligence
Retrieval Failure and Recovery in Recommender Systems
Artificial Intelligence Review
An overview of knowledge‐based configuration
AI Communications
A prototype for model-based on board diagnosis of automotive systems
AI Communications
IEEE Intelligent Systems
Guest Editors' Introduction: Recommender Systems
IEEE Intelligent Systems
QUICKXPLAIN: preferred explanations and relaxations for over-constrained problems
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Representative explanations for over-constrained problems
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Improved heterogeneous distance functions
Journal of Artificial Intelligence Research
Towards a generic model of configuraton tasks
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 2
Plausible repairs for inconsistent requirements
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Solving Over-constrained Problems Using Network Analysis
ICAIS '09 Proceedings of the 2009 International Conference on Adaptive and Intelligent Systems
Dynamic constraint satisfaction problems
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 1
Physical impossibility instead of fault models
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 1
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
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Knowledge-based configurators are supporting configuration tasks for complex products such as telecommunication systems, computers, or financial services. Product configurations have to fulfill the requirements articulated by the user and the constraints contained in the configuration knowledge base. If the user requirements are inconsistent with the constraints in the configuration knowledge base, users have to be supported in finding out a way from the no solution could be found dilemma. In this paper we introduce a new algorithm (PersDiag) that allows the determination of personalized diagnoses for inconsistent user requirements in knowledge-based configuration scenarios. We present the results of an empirical study that show the advantages of our approach in terms of prediction quality and efficiency.