The Acquisition of Axioms for Ontology Learning Using Named Entities
| Audiencia | Público en general | es_ES |
| Cobertura | México | es_ES |
| Fecha de ingreso | 2026-10-05T16:32:18Z | |
| Fecha de publicación | 2016-01-01 | |
| Resumen | Domain ontologies facilitate the organization, sharing, and reuse of domain knowledge. The construction of ontologies from text deals with the extraction of concepts and relations from text collection. A huge challenge is the learning of more expressive ontologies which includes relations such as disjointness or equivalence between classes. In our work, we exploit a text collection written in English with occurrence of named entities giving information about individuals in an specific domain knowledge for generating axioms. The co-ocurrence in texts of named entities is exploited to establish axiomatic relations between classes such as subClassOf, disjointWith, and equivalentClass; as well as between individuals as sameIndividualAs by using the instanceOf relation. For this purpose, a Named Entity Recognition tool was used for the identification of instanceOf relation, the linguistic context where the classes co-occur was extracted for the identification of axioms. The experiments were made on a text collection about the tourist domain. The results show that named entities provide good evidence for the identification of axiomatic relations. | es_ES |
| Doi | https://doi.org/10.1109/tla.2016.7530451 | es_ES |
| URI | https://riuat.uat.edu.mx/handle/123456789/4122 | |
| Idioma | pt | es_ES |
| Editorial | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | es_ES |
| Relación | IEEE Latin America Transactions | es_ES |
| URL relacionado | https://doi.org/10.1109/tla.2016.7530451 | es_ES |
| Derechos | Acceso restringido / Suscripción (Metadatos de producción científica) | es_ES |
| Licencia | http://purl.org/coar/access_right/c_16ec | es_ES |
| Fuente | IEEE Latin America Transactions | |
| Palabra clave | Ontology learning | es_ES |
| Palabra clave | axioms | es_ES |
| Palabra clave | named entities | es_ES |
| Título | The Acquisition of Axioms for Ontology Learning Using Named Entities | es_ES |
| Tipo | Artículo | es_ES |
| Arbitrado | Ha sido Arbitrado | es_ES |
| Autor | Rios, A. B. | |
| Autor | Lopez, I. | |
| Autor | Tello, E. | |
| Autor | Rios, A. B. | es_ES |
| Autor | Lopez, I. | es_ES |
| Autor | Tello, E. | es_ES |
| Institución | Universidad Autónoma de Tamaulipas | |
| Institución | Universidad Autónoma de Tamaulipas | es_ES |
| Número | 5 | es_ES |
| Rango de páginas | 2498-2503 | es_ES |
| URL relacionada | https://doi.org/10.1109/tla.2016.7530451 | |
| Tipo de artículo | Indexado | |
| Tipo de artículo | Indexado | es_ES |
| Volumen | 14 | es_ES |