A Semi-automatic Method for Domain Ontology Extraction from Portuguese Language Wikipedia’s Categories
| Autor: | Clarissa Castellã Xavier, Vera Lúcia Strube de Lima |
|---|---|
| Rok vydání: | 2010 |
| Předmět: |
Information retrieval
Ontology learning business.industry Computer science Process ontology Ontology-based data integration Suggested Upper Merged Ontology Ontology (information science) computer.software_genre Open Biomedical Ontologies Ontology components Upper ontology Artificial intelligence business computer Natural language processing |
| Zdroj: | Advances in Artificial Intelligence – SBIA 2010 ISBN: 9783642161377 SBIA |
| DOI: | 10.1007/978-3-642-16138-4_2 |
| Popis: | The increasing need for ontologies and the difficulties of manual construction give place to initiatives proposing methods for automatic and semi-automatic ontology learning. In this work we present a semi-automatic method for domain ontologies extraction from Wikipedia's categories. In order to validate the method, we have conducted a case study in which we implemented a prototype generating a Tourism ontology. The results are evaluated against a manually built Golden Standard reporting 79.51% Precision and 91.95% Recall, comparable to those found in the literature for other languages. |
| Databáze: | OpenAIRE |
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