Cross domain-based ontology construction via Jaccard Semantic Similarity with hybrid optimization model

作者：

Highlights：

• Ontology construction model under cross-domain application.

• Proposed Jaccard Similarity Evaluation, Data filtering and Outlier Detection.

• Semantic annotation, cluster, ontology construction with optimal centroid selection.

• Hybrid algorithm of Whale Optimization Algorithm and Rider Optimization Algorithm.

摘要

•Ontology construction model under cross-domain application.•Proposed Jaccard Similarity Evaluation, Data filtering and Outlier Detection.•Semantic annotation, cluster, ontology construction with optimal centroid selection.•Hybrid algorithm of Whale Optimization Algorithm and Rider Optimization Algorithm.

论文关键词：Ontology,Semantic web,Data filtering,Data annotation,Cross-domain network,Optimization

论文评审过程：Received 5 November 2020, Revised 4 January 2021, Accepted 12 April 2021, Available online 20 April 2021, Version of Record 4 May 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115046