Metallic materials ontology population from LOD based on conditional random field

• Published in: Computers in industry Vol. 99; pp. 140 - 155
• Main Authors: Zhang, Xiaoming, Zhang, Zhishen, Wang, Huiyong, Meng, Mingming, Pan, Dongyu
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.08.2018
• Subjects: Conditional random field (CRF); Linked open data; Metallic materials ontology; Ontology population; Ontology population; Metallic materials ontology; Linked open data; Conditional random field (CRF)

•This paper presents an approach to populate metallic materials ontology with LOD.•The filling position is obtained by the Conditional Random Fields algorithm.•This approach enriches the knowledge of metallic materials ontology.•Experiments show the feasibility and effectiveness of the method. In re...