CLOE: a cross-lingual ontology enrichment using multi-agent architecture
Mohamed Ali, Said Ibrahim Fathalla, Shimaa Abd El-Majeed Ibrahim, Mohamed Kholief, Yasser Fouad Hassan · Enterprise Information Systems · 2019
This article proposes across-lingual ontology enrichment (CLOE) approach for enriching ontologies from amultilingual text or other ontologies. Athree-level hierarchical multi-agent model has been built, where each node is modelled as an agent. This has several advantages: ontologies can be used to enrich other ontologies in adifferent language, several ontologies can be enriched at the same time, and domain-independent. A prototype for the proposed approach has been implemented. Evaluation results are promising, showing considerable precision and recall scores. We believe that this approach is the first such attempt to enrich multiple ontologies using adomain-independent approach.