Practical planning: extending the classical AI planning paradigm
Practical planning: extending the classical AI planning paradigm
Case-based planning: viewing planning as a memory task
Case-based planning: viewing planning as a memory task
Learning by observing and understanding expert problem-solving
Learning by observing and understanding expert problem-solving
Case-based reasoning
Robust reasoning: integrating rule-based and similarity-based reasoning
Artificial Intelligence
Applying case-based reasoning: techniques for enterprise systems
Applying case-based reasoning: techniques for enterprise systems
Case-Based Reasoning: Experiences, Lessons and Future Directions
Case-Based Reasoning: Experiences, Lessons and Future Directions
Planning and Learning by Analogical Reasoning
Planning and Learning by Analogical Reasoning
Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology
Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology
Artificial Intelligence
Inside Case-Based Reasoning
A Memory-Based Hierarchical Planner
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Case-Based Reasoning Technology, From Foundations to Applications
A computer model of case-based reasoning in problem solving: an investigation in the domain of dispute mediation (analogy, machine learning, conceptual memory)
Building and refining abstract planning cases by change of representation language
Journal of Artificial Intelligence Research
Weight-Vector Based Approach for Product Recommendation in E-commerce
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
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This paper presents a hybrid hierarchical knowledge-based system that is currently under development. This system is used for basic planning purposes at present. The important component of the system is a set of plan operator structures. Indexing and packaging hierarchies together play a key role in the construction of a structure. An abstraction hierarchy is used to organize the domain knowledge of the system. The system utilizes some heuristic knowledge of the domain to avoid brittleness. The system has been implemented in the domain of cooking vegetables in Indian style. A restricted natural language interface is incorporated for the convenient specification of user inputs.