View source for Ranking Wikipedia Articles Data Quality by Learning Dimension Distributions

{{Infobox work
| title = Ranking Wikipedia Articles Data Quality by Learning Dimension Distributions
| date = 2014
| authors = [[Jingyu Han]]<br />[[Kejia Chen]]
| issn = 17510457
| doi = 10.1504/IJIQ.2014.064056
}}
'''Ranking Wikipedia Articles Data Quality by Learning Dimension Distributions''' - scientific work about [[Wikipedia quality]] published in 2014, written by [[Jingyu Han]] and [[Kejia Chen]].

== Overview ==
As the largest free user-generated knowledge repository, [[data quality]] of [[Wikipedia]] has attracted great attention these years. Automatic assessment of Wikipedia article's data quality is a pressing concern. Authors observe that every Wikipedia quality class exhibits its specific characteristic along different first-class quality dimensions including accuracy, completeness, consistency and minimality. Authors propose to extract quality dimension values from article's content and editing history using dynamic Bayesian network (DBN) and information extraction techniques. Next, authors employ multivariate Gaussian distributions to model quality dimension distributions for each quality class, and combine multiple trained classifiers to predict an article's quality class, which can distinguish different quality classes effectively and robustly. Experiments demonstrate that their approach generates a good performance.

== Embed ==
=== Wikipedia Quality ===
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Han, Jingyu; Chen, Kejia. (2014). "[[Ranking Wikipedia Articles Data Quality by Learning Dimension Distributions]]". International Journal of Information Quality Volume 3, Issue 3, 1 January 2014, pp. 207-227. ISSN: 17510457. DOI: 10.1504/IJIQ.2014.064056. 
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=== English Wikipedia ===
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{{cite journal |last1=Han |first1=Jingyu |last2=Chen |first2=Kejia |title=Ranking Wikipedia Articles Data Quality by Learning Dimension Distributions |date=2014 |issn=17510457 |doi=10.1504/IJIQ.2014.064056 |url=https://wikipediaquality.com/wiki/Ranking_Wikipedia_Articles_Data_Quality_by_Learning_Dimension_Distributions |journal=International Journal of Information Quality Volume 3, Issue 3, 1 January 2014, pp. 207-227}}
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=== HTML ===
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Han, Jingyu; Chen, Kejia. (2014). &amp;quot;<a href="https://wikipediaquality.com/wiki/Ranking_Wikipedia_Articles_Data_Quality_by_Learning_Dimension_Distributions">Ranking Wikipedia Articles Data Quality by Learning Dimension Distributions</a>&amp;quot;. International Journal of Information Quality Volume 3, Issue 3, 1 January 2014, pp. 207-227. ISSN: 17510457. DOI: 10.1504/IJIQ.2014.064056. 
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[[Category:Scientific works]]