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Assessing the quality of Thai Wikipedia articles using concept and statistical features
Abstract The quality evaluation of Thai Wikipedia aThe quality evaluation of Thai Wikipedia articles relies on user consideration. There are increasing numbers of articles every day therefore the automatic evaluation method is needed for user. Components of Wikipedia articles such as headers, pictures, references, and links are useful to indicate the quality of articles. However readers need complete content to cover all of concepts in that article. The concept features are investigated in this work. The aim of this research is to classify Thai Wikipedia articles into two classes namely high-quality and low-quality class. Three article domains (Biography, Animal, and Place) are testes with decision tree and Naïve Bayes. We found that Naïve Bayes gets high TP Rate compared to decision tree in every domain. Moreover, we found that the concept feature plays an important role in quality classification of Thai Wikipedia articles.classification of Thai Wikipedia articles.
Abstractsub The quality evaluation of Thai Wikipedia aThe quality evaluation of Thai Wikipedia articles relies on user consideration. There are increasing numbers of articles every day therefore the automatic evaluation method is needed for user. Components of Wikipedia articles such as headers, pictures, references, and links are useful to indicate the quality of articles. However readers need complete content to cover all of concepts in that article. The concept features are investigated in this work. The aim of this research is to classify Thai Wikipedia articles into two classes namely high-quality and low-quality class. Three article domains (Biography, Animal, and Place) are testes with decision tree and Naïve Bayes. We found that Naïve Bayes gets high TP Rate compared to decision tree in every domain. Moreover, we found that the concept feature plays an important role in quality classification of Thai Wikipedia articles.classification of Thai Wikipedia articles.
Bibtextype inproceedings  +
Doi 10.1007/978-3-319-05951-8_49  +
Has author Saengthongpattana K. + , Soonthornphisaj N. +
Has extra keyword Information systems + , Automatic evaluation + , Concept feature + , High quality + , Low qualities + , Quality classification + , Quality evaluation + , Statistical features + , Wikipedia articles + , Decision trees +
Has keyword Concept feature + , Decision tree + , Naïve Bayes + , Quality of Thai Wikipedia articles + , Statistical feature +
Isbn 9783319059501  +
Issue VOLUME 1  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 513–523  +
Published in Advances in Intelligent Systems and Computing +
Title Assessing the quality of Thai Wikipedia articles using concept and statistical features +
Type conference paper  +
Volume 275 AISC  +
Year 2014 +
Creation dateThis property is a special property in this wiki. 6 November 2014 14:58:16  +
Categories Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 6 November 2014 14:58:16  +
DateThis property is a special property in this wiki. 2014  +
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