Learning and reasoning by analogy
Communications of the ACM
A computer model of case-based reasoning in problem solving: an investigation in the domain of dispute mediation (analogy, machine learning, conceptual memory)
A Hybrid Tool for Data Mining in Picture Archiving System
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
Characterization of Default Knowledge in Ripple Down Rules Method
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Machine Learning and Its Applications, Advanced Lectures
An examination of the third stage in the analogy process: verification-based analogical learning
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
Analogical reasoning for reuse of object-oriented specifications
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Compare and contrast, a test of expertise
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
Case-based problem solving with a large knowledge base of learned cases
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
Memory-based reasoning applied to english pronunciation
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
Compare and contrast, a test of expertise
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
Case-based problem solving with a large knowledge base of learned cases
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
Memory-based reasoning applied to english pronunciation
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
Validated retrieval in case-based reasoning
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 1
Indexing stories as social advice
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 1
The roles of adaptation in case-based design
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 1
When should a cheetah remind you of a bat? reminding in case-based teaching
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Multiple dimensions of generalization in model-based troubleshooting
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Function-based, biologically inspired concept generation
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Acquiring similarity cases for classification problems
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Intelligent decision support for medication review
PKAW'06 Proceedings of the 9th Pacific Rim Knowledge Acquisition international conference on Advances in Knowledge Acquisition and Management
Knowledge based approach to the cutting stock problem
Mathematical and Computer Modelling: An International Journal
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Much of the problem solving done by both novices and experts uses "case-based" reasoning, or reasoning by analogy to previous similar cases. We explore the ways in which case-based reasoning can help in problem solving. According to our model, transfer of knowledge between cases is guided largely by the problem solving process itself. Our model shows the interactions between problem solving processes and memory for experience. Our computer program, called the MEDIATOR, illustrates case-based reasoning in interpreting and resolving common sense disputes.