TechNet: Technology semantic network based on patent data

作者：

Highlights：

• Technology Semantic Network of >4 million terms is constructed using patent data

• Mining patent texts improves the coverage of technology & engineering terms

• Context-aware word embedding models allow retrieval of unique relational knowledge

• Technology Semantic Network may provide an infrastructure for intelligent systems

摘要

•Technology Semantic Network of >4 million terms is constructed using patent data•Mining patent texts improves the coverage of technology & engineering terms•Context-aware word embedding models allow retrieval of unique relational knowledge•Technology Semantic Network may provide an infrastructure for intelligent systems

论文关键词：Knowledge discovery,Word embedding,Technology semantic network,Knowledge representation

论文评审过程：Received 16 May 2019, Revised 9 September 2019, Accepted 30 September 2019, Available online 3 October 2019, Version of Record 18 October 2019.

论文官网地址：https://doi.org/10.1016/j.eswa.2019.112995