TechWord: Development of a technology lexical database for structuring textual technology information based on natural language processing

作者：

Highlights：

• This paper proposes a methodology for designing a TechWord-based lexical database.

• The approach can improve the text mining performance of technological information.

• This paper defines TechWord, a technology lexical information.

• A TechSynset is constructed by network analysis based on word embedding vector.

• A case of the automotive field is illustrated to validate the proposed approach.

摘要

•This paper proposes a methodology for designing a TechWord-based lexical database.•The approach can improve the text mining performance of technological information.•This paper defines TechWord, a technology lexical information.•A TechSynset is constructed by network analysis based on word embedding vector.•A case of the automotive field is illustrated to validate the proposed approach.

论文关键词：Patent mining,Natural language processing,Text mining,Lexical analysis,WordNet

论文评审过程：Received 15 April 2020, Revised 22 August 2020, Accepted 22 September 2020, Available online 25 September 2020, Version of Record 29 September 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.114042