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  • 标题:Knowledge extract and ontology construction method of assembly process text
  • 本地全文:下载
  • 作者:Yimin Du ; Lingling Shi ; Xiang Zhai
  • 期刊名称:MATEC Web of Conferences
  • 电子版ISSN:2261-236X
  • 出版年度:2022
  • 卷号:355
  • 页码:1-8
  • DOI:10.1051/matecconf/202235502029
  • 语种:English
  • 出版社:EDP Sciences
  • 摘要:The actual product assembly process mainly relies on manual assembly by workers, and the personal experience of workers is difficult to effectively reuse. Ontology as a knowledge management and expression tool is gradually applied in the field of assembly. However, the manual construction of the ontology is time-consuming and labor-intensive, and the automatic construction of the ontology requires a large number of corpora for training, both of which are difficult to obtain a good assembly case ontology. This paper proposes a method in which automatically extracts relevant knowledge from case assembly process files to generates case database and integrates ontology framework of assembly domain to construct ontology. It shows that the accuracy can be guaranteed on the basis of the rapid construction of case ontology. The feasibility of this method is proved by a practical case.
  • 关键词:Ontology construction;Knowledge extract;Assembly case ontology
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