Thai Wikipedia Article Quality Filtering Algorithm
Authors | Peerapoom Paengporn Nuanwan Soonthornphisaj |
|---|---|
Publication date | 2017 |
ISSN | 20780958 |
ISBN | 978-988140473-2 |
Links |
Thai Wikipedia Article Quality Filtering Algorithm - scientific work about Wikipedia quality published in 2017, written by Peerapoom Paengporn and Nuanwan Soonthornphisaj.
Overview
Wikipedia is a content creation system that uses open collaboration as a strategy to drive the variety of topic coverage. There are approximately 100,000 Thai articles in Wikipedia. Authors found that the quality of content is the big issue since there are only 240 articles that has been labeled as featured articles whereas the rest of Thai articles are unlabeled. The website is ranked number 12 in term of user access in Thailand. That infers the use of their content in many academic documents and it would affect Thai educational quality in the long term. This paper present a good quality article filtering framework using decision tree algorithm. Authors propose new feature set obtained from a variety of references found in Wikipedia articles. The feature sets are applied in the machine learning algorithm in order to get the classifier with the knowledge concept of high and low quality articles. The performance of filtering algorithm on unlabeled articles is evaluated by real users to validate the performance of the system.
Embed
Wikipedia Quality
Paengporn, Peerapoom; Soonthornphisaj, Nuanwan. (2017). "[[Thai Wikipedia Article Quality Filtering Algorithm]]". Lecture Notes in Business Information Processing Volume 303, 2017, pp. 282-292. ISBN: 978-988140473-2. ISSN: 20780958.
English Wikipedia
{{cite journal |last1=Paengporn |first1=Peerapoom |last2=Soonthornphisaj |first2=Nuanwan |title=Thai Wikipedia Article Quality Filtering Algorithm |date=2017 |isbn=978-988140473-2 |issn=20780958 |url=https://wikipediaquality.com/wiki/Thai_Wikipedia_Article_Quality_Filtering_Algorithm |journal=Lecture Notes in Business Information Processing Volume 303, 2017, pp. 282-292}}
HTML
Paengporn, Peerapoom; Soonthornphisaj, Nuanwan. (2017). "<a href="https://wikipediaquality.com/wiki/Thai_Wikipedia_Article_Quality_Filtering_Algorithm">Thai Wikipedia Article Quality Filtering Algorithm</a>". Lecture Notes in Business Information Processing Volume 303, 2017, pp. 282-292. ISBN: 978-988140473-2. ISSN: 20780958.
