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
Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology
Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology
Similarity Measures for Object-Oriented Case Representations
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Techniques and Knowledge Used for Adaptation During Case-Based Problem Solving
IEA/AIE '98 Proceedings of the 11th International Conference on Industrial and Engineering Applications of Artificial In telligence and Expert Systems: Tasks and Methods in Applied Artificial Intelligence
Learning to Adapt for Case-Based Design
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Collaborative Case-Based Recommender Systems
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
A Fuzzy Case Retrieval Approach Based on SQL for Implementing Electronic Catalogs
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
ITR: A Case-Based Travel Advisory System
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Learning and Applying Case-Based Adaptation Knowledge
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Learning Feature Weights from Case Order Feedback
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Knowledge Planning and Learned Personalization for Web-Based Case Adaptation
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Expert Systems with Applications: An International Journal
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Combining case-based and similarity-based product recommendation
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
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When applying CBR for Electronic Commerce, the adaptation capabilities of CBR can be used for product customization. Most adaptation techniques suffer from the problem that they require a large knowledge acquisition effort which leads to problems in the rapidly changing E-Commerce scenario. In this paper we present a new approach to adaptation that is particularly suited to Electronic Commerce applications. It assumes that products can be structured hierarchically into sub-components. Adaptation is achieved by incrementally replacing unsuitable sub-components through recursively applying CBR to find best-matching alternative sub-components. The presented approach avoids huge portions of the knowledge acquisition effort and is prototypically implemented as an extension of the CBR-Works tool.