Knowledge extraction and visualization of digital design process

作者：

Highlights：

• Digital pre-assembly process can evaluate flaws in design prior to manufacturing.

• As these reports are written in free text form, they are not fully utilized.

• This paper proposes a method of applying text mining techniques to extract insights.

• The proposed method successfully extracts useful information from the text database.

摘要

•Digital pre-assembly process can evaluate flaws in design prior to manufacturing.•As these reports are written in free text form, they are not fully utilized.•This paper proposes a method of applying text mining techniques to extract insights.•The proposed method successfully extracts useful information from the text database.

论文关键词：Knowledge extraction,Visualization,Digital design

论文评审过程：Received 4 July 2016, Revised 2 September 2017, Accepted 4 September 2017, Available online 14 September 2017, Version of Record 28 September 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.09.002