Interpretable ontology meta-matching in the biomedical domain using Mamdani fuzzy inference

作者:

Highlights:

• Introduction of a novel ontology meta-matching technique for biomedical ontologies.

• Use of Mamdani inference for improving the interpretability of the resulting model.

• Evaluation using de facto benchmarks datasets from the biomedical domain.

摘要

•Introduction of a novel ontology meta-matching technique for biomedical ontologies.•Use of Mamdani inference for improving the interpretability of the resulting model.•Evaluation using de facto benchmarks datasets from the biomedical domain.

论文关键词:Knowledge engineering,Mamdani inference,Biomedical ontologies,Biomedical ontology matching

论文评审过程:Received 15 April 2021, Revised 23 August 2021, Accepted 1 October 2021, Available online 9 October 2021, Version of Record 13 October 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2021.116025