Patent Application Text Pre-processing for Patent Examination Procedure

被引:6
|
作者
Kravets, Alla G. [1 ]
Mironenko, Anton G. [1 ]
Nazarov, Sergey S. [1 ]
Kravets, Andrey D. [1 ]
机构
[1] Volgograd State Tech Univ, Volgograd, Russia
来源
CREATIVITY IN INTELLIGENT TECHNOLOGIES AND DATA SCIENCE, CIT&DS 2015 | 2015年 / 535卷
关键词
prior-art patent search; patent examination; natural language processing; big data;
D O I
10.1007/978-3-319-23766-4_8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper is devoted to the development of text pre-processing module applied in natural language for statistical and semantic analysis. Due to increasing the number of incoming requests, the term of applications examination is sometimes up to several years. Therefore, there is a need to develop a variety of decision support systems that would accelerate the process of patent examination. We divided patents claims on simple sentences and build on their basis of semantic networks, followed by simplification. Implementation of the system will reduce the timing of the examination on the merits. The paper includes an overview of modern systems and models, description of the proposed natural language text pre-processing model, a description of the process automation and a general description of the developed system. Relevance of the developed system consists in the necessity standardize the patent applications text for more convenient to search for similar patents and analysis.
引用
收藏
页码:105 / 114
页数:10
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