Feature-based approaches to semantic similarity assessment of concepts using Wikipedia

作者:

Highlights:

• A formal representation of Wikipedia concepts is presented.

• A framework for feature based similarity is proposed.

• Some novel feature based approaches to semantic similarity measures are presented.

• Results show that several proposed methods have good human correlation.

摘要

•A formal representation of Wikipedia concepts is presented.•A framework for feature based similarity is proposed.•Some novel feature based approaches to semantic similarity measures are presented.•Results show that several proposed methods have good human correlation.

论文关键词:Concept similarity,Semantic similarity,Semantic relatedness,Feature-based measures,Wikipedia

论文评审过程:Received 1 March 2014, Revised 25 December 2014, Accepted 5 January 2015, Available online 20 February 2015.

论文官网地址:https://doi.org/10.1016/j.ipm.2015.01.001