Attribute-Value Extraction: the case of a Real Estate Observatory
cic.institucionOrigen | Laboratorio de Investigación y Formación en Informática Avanzada (LIFIA) | |
cic.isFulltext | SI | |
cic.isPeerReviewed | SI | |
cic.lugarDesarrollo | Laboratorio de Investigación y Formación en Informática Avanzada (LIFIA) | |
cic.parentType | Objeto de conferencia | |
cic.version | Publicada | |
dc.date.accessioned | 2024-11-06T13:42:32Z | |
dc.date.available | 2024-11-06T13:42:32Z | |
dc.identifier.uri | https://digital.cic.gba.gob.ar/handle/11746/12355 | |
dc.title | Attribute-Value Extraction: the case of a Real Estate Observatory | en |
dc.type | Documento de conferencia | |
dcterms.abstract | Structured information is a valuable resource in information systems construction. The process of structuring unstructured data can be automated, but since machines can’t directly process natural language texts, NLP techniques are required. This work aims to evaluate different approaches to perform attribute-value extraction in real estate descriptions, in the context of the construction of a real estate observatory for the Province of Buenos Aires. The performance of each model is measured using precision, recall and F1-score with a partial matching approach. | en |
dcterms.creator.author | Tanevitch, Luciana | |
dcterms.creator.author | Fernández, Alejandro | |
dcterms.creator.author | Del Río, Juan Pablo | |
dcterms.creator.author | Torres, Diego | |
dcterms.identifier.url | https://publicaciones.sadio.org.ar/index.php/JAIIO/article/view/1024 | |
dcterms.isPartOf.issue | Vol. 10 Núm. 1 (2024): ASAID – Simposio Argentino de Inteligencia Artificial y Ciencia de Datos | |
dcterms.isPartOf.series | Simposio Argentino de Inteligencia Artificial y Ciencia de Datos (ASAID), Jornadas Argentinas de Informática (JAIIO 53) (Bahía Blanca, 12 al 16 de agosto de 2024) | |
dcterms.issued | 2024-08 | |
dcterms.language | Inglés | |
dcterms.license | Attribution-NonCommercial-ShareAlike 3.0 Unported (BY-NC-SA 3.0) | |
dcterms.subject | Real Estate Observatory | en |
dcterms.subject | Natural Language Processing | en |
dcterms.subject | Information Extraction | en |
dcterms.subject | Attribute Value Extraction | en |
dcterms.subject.materia | Ciencias de la Computación e Información |
Archivos
Bloque original
1 - 1 de 1
Cargando...
- Nombre:
- Attribute-Value Extraction.pdf-PDFA.pdf
- Tamaño:
- 391.09 KB
- Formato:
- Adobe Portable Document Format
- Descripción:
- Documento completo
Bloque de licencias
1 - 1 de 1
Cargando...
- Nombre:
- license.txt
- Tamaño:
- 3.46 KB
- Formato:
- Item-specific license agreed upon to submission
- Descripción: