Ideentifying featured articles in Spanish Wikipedia
Information Quality assessment in Wikipedia has become an ever-growing research line in the last years. However, few e orts have been accomplished in Spanish Wikipedia, despite being Spanish, one of the most spoken languages in the world by native speakers. In this respect, we present the rst study...
| Autores principales: | , , |
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| Formato: | Objeto de conferencia |
| Lenguaje: | Inglés |
| Publicado: |
2014
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| Materias: | |
| Acceso en línea: | http://sedici.unlp.edu.ar/handle/10915/42288 |
| Aporte de: |
| id |
I19-R120-10915-42288 |
|---|---|
| record_format |
dspace |
| institution |
Universidad Nacional de La Plata |
| institution_str |
I-19 |
| repository_str |
R-120 |
| collection |
SEDICI (UNLP) |
| language |
Inglés |
| topic |
Ciencias Informáticas Wikipedia information quality featured article support vector machine |
| spellingShingle |
Ciencias Informáticas Wikipedia information quality featured article support vector machine Pohn, Lian Ferretti, Edgardo Errecalde, Marcelo Luis Ideentifying featured articles in Spanish Wikipedia |
| topic_facet |
Ciencias Informáticas Wikipedia information quality featured article support vector machine |
| description |
Information Quality assessment in Wikipedia has become an ever-growing research line in the last years. However, few e orts have been accomplished in Spanish Wikipedia, despite being Spanish, one of the most spoken languages in the world by native speakers. In this respect, we present the rst study to automatically assess information quality in Spanish Wikipedia, where Featured Articles identi cation is evaluated as a binary classi cation task. Two popular classi cation approaches like Naive Bayes and Support Vector Machine (SVM) are evaluated with di erent document representations and vocabulary sizes. The obtained results show that FA identi cation can be performed with an F1 score of 0.81, when SVM is used as classi cation algorithm and documents are represented with a binary codi cation of the bag-of-words model with reduced vocabulary. |
| format |
Objeto de conferencia Objeto de conferencia |
| author |
Pohn, Lian Ferretti, Edgardo Errecalde, Marcelo Luis |
| author_facet |
Pohn, Lian Ferretti, Edgardo Errecalde, Marcelo Luis |
| author_sort |
Pohn, Lian |
| title |
Ideentifying featured articles in Spanish Wikipedia |
| title_short |
Ideentifying featured articles in Spanish Wikipedia |
| title_full |
Ideentifying featured articles in Spanish Wikipedia |
| title_fullStr |
Ideentifying featured articles in Spanish Wikipedia |
| title_full_unstemmed |
Ideentifying featured articles in Spanish Wikipedia |
| title_sort |
ideentifying featured articles in spanish wikipedia |
| publishDate |
2014 |
| url |
http://sedici.unlp.edu.ar/handle/10915/42288 |
| work_keys_str_mv |
AT pohnlian ideentifyingfeaturedarticlesinspanishwikipedia AT ferrettiedgardo ideentifyingfeaturedarticlesinspanishwikipedia AT errecaldemarceloluis ideentifyingfeaturedarticlesinspanishwikipedia |
| bdutipo_str |
Repositorios |
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1764820473523208193 |