FCA based ontology development for data integration

作者：

Highlights：

• A formal and semi-automated method is proposed to support ontology integration.

• The method is designed to deal with data exhibiting implicit and ambiguous information.

• Case studies have been carried out on several non-trivial industrial datasets.

• Resultant ontologies better fit and respect underlying knowledge structure of the domain.

摘要

•A formal and semi-automated method is proposed to support ontology integration.•The method is designed to deal with data exhibiting implicit and ambiguous information.•Case studies have been carried out on several non-trivial industrial datasets.•Resultant ontologies better fit and respect underlying knowledge structure of the domain.

论文关键词：Ontology development,Formal concept analysis,Data integration,Information sharing

论文评审过程：Received 12 May 2015, Revised 5 November 2015, Accepted 22 February 2016, Available online 14 March 2016, Version of Record 22 July 2016.

论文官网地址：https://doi.org/10.1016/j.ipm.2016.02.003