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Case-based retrieval approach for machining fixture design utilizingontology 被引量:1

Case-based retrieval approach for machining fixture design utilizingontology
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摘要 In order to develop an intelligent case-based reasoning (CBR) system to reuse fixture de- sign knowledge, ontology technology was integrated in CBR system by semantic annotation of fixture design case. Domain ontology of fixture design was constructed; concepts and relations were de- fined and represented. The 2-level similarity evaluation approach of domain ontology was presented. The concept similarity of cases was calculated as the first grade case retrieval. Numerical measure- ment was the second grade case retrieval, which adopted various methods to calculate different types of attribute values. The problem of similarity measurement of fixture design case was resolved. Pro- totype system based on the proposed method was illustrated and the retrieval approach was proved to be efficient. In order to develop an intelligent case-based reasoning (CBR) system to reuse fixture de- sign knowledge, ontology technology was integrated in CBR system by semantic annotation of fixture design case. Domain ontology of fixture design was constructed; concepts and relations were de- fined and represented. The 2-level similarity evaluation approach of domain ontology was presented. The concept similarity of cases was calculated as the first grade case retrieval. Numerical measure- ment was the second grade case retrieval, which adopted various methods to calculate different types of attribute values. The problem of similarity measurement of fixture design case was resolved. Pro- totype system based on the proposed method was illustrated and the retrieval approach was proved to be efficient.
出处 《Journal of Beijing Institute of Technology》 EI CAS 2014年第3期352-357,共6页 北京理工大学学报(英文版)
基金 Supported by the Ministerial Level Advanced Research Foundation of China(513180102) the National Defense Basic Research undation of China(A2220110001)
关键词 fixture case ONTOLOGY case-based reasoning similarity measurement fixture case ontology case-based reasoning similarity measurement
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