WHAD : Wikipedia historical attributes data. Historical structured data extraction and vandalism detection from the Wikipedia edit history

Alfonseca, Enrique, Garrido, Guillermo, Delort, Jean-Yves y Peñas, Anselmo . (2013) WHAD : Wikipedia historical attributes data. Historical structured data extraction and vandalism detection from the Wikipedia edit history. Lang Resources & Evaluation (2013) 47:1163–1190 DOI 10.1007/s10579-013-9232-5

Ficheros (Some files may be inaccessible until you login with your e-spacio credentials)
Nombre Descripción Tipo MIME Size
Documento.pdf Pdf del documento application/pdf

Título WHAD : Wikipedia historical attributes data. Historical structured data extraction and vandalism detection from the Wikipedia edit history
Autor(es) Alfonseca, Enrique
Garrido, Guillermo
Delort, Jean-Yves
Peñas, Anselmo
Materia(s) Informática
Resumen This paper describes the generation of temporally anchored infobox attribute data from the Wikipedia history of revisions. By mining (attribute, value) pairs from the revision history of the English Wikipedia we are able to collect a comprehensive knowledge base that contains data on how attributes change over time. When dealing with the Wikipedia edit history, vandalic and erroneous edits are a concern for data quality. We present a study of vandalism identification in Wikipedia edits that uses only features from the infoboxes, and show that we can obtain, on this dataset, an accuracy comparable to a state-of-the-art vandalism identification method that is based on the whole article. Finally, we discuss different characteristics of the extracted dataset, which we make available for further study.
Palabras clave Wikipedia
Infobox
attributes
temporal data
Editor(es) Springer Verlag (Germany)
Fecha 2013-05-28
Formato application/pdf
Identificador http://e-spacio.uned.es/fez/view/bibliuned:DptoLSI-ETSI-MA2VICMR-1000
bibliuned:DptoLSI-ETSI-MA2VICMR-1000
DOI - identifier 10.1007/s10579-013-9232-5
ISSN - identifier 1574-020X (print version) ISSN: 1574-0218 (electronic version)
Publicado en la Revista Lang Resources & Evaluation (2013) 47:1163–1190 DOI 10.1007/s10579-013-9232-5
Idioma eng
Versión de la publicación publishedVersion
Relacionado con el proyecto: info:eu-repo/grantAgreement/S2009/TIC-1542
Tipo de recurso Article
Derechos de acceso y licencia http://creativecommons.org/licenses/by-nc-nd/4.0
info:eu-repo/semantics/openAccess
Tipo de acceso Acceso abierto

 
Versiones
Versión Tipo de filtro
Contador de citas: Google Scholar Search Google Scholar
Estadísticas de acceso: 184 Visitas, 117 Descargas  -  Estadísticas en detalle
Creado: Thu, 30 Oct 2014, 14:19:27 CET