Computing semantic similarity based on novel models of semantic representation using Wikipedia

作者：

Highlights：

• Two semantic models for the representation of concepts are proposed.

• The presented semantic models focus on Wikipedia Category Graph and hyperlinks.

• Several methods to semantic similarity computation for concepts are provided.

摘要

•Two semantic models for the representation of concepts are proposed.•The presented semantic models focus on Wikipedia Category Graph and hyperlinks.•Several methods to semantic similarity computation for concepts are provided.

论文关键词：Semantic similarity,Concept similarity,Information content,Feature-based methods,Wikipedia

论文评审过程：Received 24 December 2017, Revised 22 May 2018, Accepted 6 July 2018, Available online 20 July 2018, Version of Record 20 July 2018.

论文官网地址：https://doi.org/10.1016/j.ipm.2018.07.002