An approach for measuring semantic similarity between Wikipedia concepts using multiple inheritances

作者：

Highlights：

• We addresses the limitations in traditional MICA-based and multiple inheritance-based approaches regarding Wikipedia Category Graph (WCG) structure.

• We highlights some new structural issues in WCG in terms of size, branching factors, and multiple inheritances.

• This paper presents a new approach called Neighborhood Ancestor Semantic Contribution (NASC) to compute SS between two Wikipedia concepts.

摘要

•We addresses the limitations in traditional MICA-based and multiple inheritance-based approaches regarding Wikipedia Category Graph (WCG) structure.•We highlights some new structural issues in WCG in terms of size, branching factors, and multiple inheritances.•This paper presents a new approach called Neighborhood Ancestor Semantic Contribution (NASC) to compute SS between two Wikipedia concepts.

论文关键词：Semantic similarity,Multiple inheritance,Information content,Wikipedia category graph,Knowledge graph

论文评审过程：Received 20 July 2019, Revised 22 November 2019, Accepted 20 December 2019, Available online 9 January 2020, Version of Record 9 January 2020.

论文官网地址：https://doi.org/10.1016/j.ipm.2019.102188