Exploring Naive Bayes Classifiers for Tabular Data to Knowledge Graph Matching
| Audiencia | Público en general | es_ES |
| Cobertura | México[ 143] | es_ES |
| Fecha de ingreso | 2026-10-05T16:35:00Z | |
| Fecha de publicación | 2023-01-01 | |
| Resumen | The present research investigates the use of Naive Bayes classifiers to match knowledge graphs and tabular data, with particular emphasis on Column Type Annotation, Cell Entity Annotation, Column Property Annotation and Table Topic Detection. Using feature extraction techniques such as number of co-occurrences and term frequency, the study evaluates the effectiveness and performance of Naive Bayes classifiers on a variety of datasets. The proposed method is straightforward and generic, making a contribution to the field of knowledge graph matching and demonstrating the potential of Naive Bayes classifiers for the integration and interoperability of tabular data and knowledge graphs. | es_ES |
| URI | https://riuat.uat.edu.mx/handle/123456789/6474 | |
| Idioma | Inglés[20] | es_ES |
| Editorial | CEUR-WS | es_ES |
| Relación | CEUR Workshop Proceedings | es_ES |
| URL relacionado | https://www.scopus.com/pages/publications/85179138665?origin=resultslist | es_ES |
| Derechos | Acceso restringido / Suscripción (Metadatos de producción científica) | es_ES |
| Licencia | http://purl.org/coar/access_right/c_16ec | es_ES |
| Fuente | CEUR Workshop Proceedings | |
| Palabra clave | Knowledge Graph | es_ES |
| Palabra clave | Naive bayes | es_ES |
| Palabra clave | Tabular Data | es_ES |
| Palabra clave | Tabular data to Knowledge Graph Matching | es_ES |
| Palabra clave | TSOTSATable system | es_ES |
| Título | Exploring Naive Bayes Classifiers for Tabular Data to Knowledge Graph Matching | es_ES |
| Tipo | Ponencia | es_ES |
| Arbitrado | Ha sido Arbitrado | es_ES |
| Autor | Foko, Brice | |
| Autor | Jiomekong, Azanzi | |
| Autor | Tapamo, Hippolyte | |
| Autor | Buisson, Jérémy | |
| Autor | Tiwari, Sanju | |
| Autor | Foko, Brice | es_ES |
| Autor | Jiomekong, Azanzi | es_ES |
| Autor | Tapamo, Hippolyte | es_ES |
| Autor | Buisson, Jérémy | es_ES |
| Autor | Tiwari, Sanju | es_ES |
| Institución | Universidad Autónoma de Tamaulipas | |
| Institución | Universidad Autónoma de Tamaulipas | es_ES |
| Rango de páginas | 72-84 | es_ES |
| URL relacionada | https://www.scopus.com/pages/publications/85179138665?origin=resultslist | |
| Tipo de artículo | Indexado | |
| Tipo de artículo | Indexado | es_ES |
| Volumen | 3557 | es_ES |