Construction of a Matrix "Physical Effects - Technical Functions" on the Base of Patent Corpus Analysis

被引:1
|
作者
Korobkin, Dmitriy [1 ]
Shabanov, Dmitriy [1 ]
Fomenkov, Sergey [1 ]
Golovanchikov, Alexander [1 ]
机构
[1] Volgograd State Tech Univ, Lenin Ave 28, Volgograd, Russia
关键词
Patent; NLP; Fact extraction; Data mining; Physical effect; Technical function; SAO; OPERATION PRINCIPLES; SUPPORT;
D O I
10.1007/978-3-030-29750-3_5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Authors use physical effects (PE) to synthesize the physical operation principle of a technical system. PEs implements the technical functions (TF) that describe the functional structure of the declared technical system. The method finds out relationships between physical effects and technical functions performed by them based on the construction of term-document matrices and the search for hidden dependencies in them. To this end, the authors developed a method for extracting descriptions of physical effects from patents in USPTO and RosPatent databases, as well as a method for extracting technical functions from the natural language texts of the same documents. The developed software has been tested for the tasks of extracting physical effects and technical functions from patent documents.
引用
收藏
页码:52 / 68
页数:17
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