Identification of category associations using a multilabel classifier

作者：

Highlights：

• We describe method for purifying category structure of Wikipedia.

• We propose three methods for identification of associations between categories using SVM.

• Evaluation indicates the methods allows us to identify new significant relations.

• The aggregated results have been used for visualization of Wikipedia categories.

摘要

•We describe method for purifying category structure of Wikipedia.•We propose three methods for identification of associations between categories using SVM.•Evaluation indicates the methods allows us to identify new significant relations.•The aggregated results have been used for visualization of Wikipedia categories.

论文关键词：Wikipedia,Associations mining,Semantic networks,Categorisation,SVM

论文评审过程：Received 11 January 2016, Revised 24 May 2016, Accepted 27 May 2016, Available online 1 June 2016, Version of Record 9 June 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.05.039