Evaluating techniques for learning non-taxonomic relationships of ontologies from text

作者：

Highlights：

• We propose procedures to evaluate techniques for learning relations of ontologies.

• We discuss the contexts in which the evaluation procedures should be used.

• The evaluation procedures are applied to two state of the art techniques.

• We discuss the results of the experiments performed with the evaluation procedures.

摘要

•We propose procedures to evaluate techniques for learning relations of ontologies.•We discuss the contexts in which the evaluation procedures should be used.•The evaluation procedures are applied to two state of the art techniques.•We discuss the results of the experiments performed with the evaluation procedures.

论文关键词：Learning non-taxonomic relationships,Ontology,Ontology learning,Natural language processing,Machine learning

论文评审过程：Available online 5 March 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.02.042