A problem-solving model for episodic skeletal-plan refinement

Samson W Tu, Yuval Shahar, John Dawes, James Winkles, Angel R Puerta, Mark A Musen
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引用次数: 31

Abstract

PROTÉGÉ is a meta-level program that generates knowledge-acquisition tools that are based on the method of skeletal-plan refinement. In this paper, we propose a flexible and extensible architecture that allows the problem-solving method to be assembled from more basic methods. In this architecture, we emphasize (1) a uniform view of problem solving at different levels of granularity, (2) an explicit data model that allows construction of complex datatypes from predefined datatypes and (3) the inclusion of domain-dependent control information within a domain-independent problem-solving method. We show how such a model of problem solving can drive the generation of knowledge-acquisition tools.

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情节骨架计划精化的问题求解模型
PROTÉGÉ是一个元级程序,它生成基于骨架计划细化方法的知识获取工具。在本文中,我们提出了一种灵活且可扩展的体系结构,允许从更基本的方法中组装解决问题的方法。在该体系结构中,我们强调(1)在不同粒度级别上解决问题的统一视图,(2)允许从预定义数据类型构建复杂数据类型的显式数据模型,以及(3)在与域无关的解决问题方法中包含与域相关的控制信息。我们展示了这样一个问题解决模型如何推动知识获取工具的生成。
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