Assessing Quality Values of Wikipedia Articles Using Implicit Positive and Negative Ratings

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Assessing Quality Values of Wikipedia Articles Using Implicit Positive and Negative Ratings
Authors
Yuri J. Suzuki
Publication date
2012
ISSN
03029743
ISBN
978-364232280-8
DOI
10.1007/978-3-642-32281-5_13
Links

Assessing Quality Values of Wikipedia Articles Using Implicit Positive and Negative Ratings - scientific work about Wikipedia quality published in 2012, written by Yuri J. Suzuki.

Overview

In this paper, authors propose a method to identify high-quality Wikipedia articles by mutually evaluating editors and text using implicit positive and negative ratings. One of major approaches for assessing Wikipedia articles is a text survival ratio based approach. However, the problem of this approach is that many low quality articles are misjudged as high quality, because of two issues. This is because, every editor does not always read the whole articles. Therefore, if there is a low quality text at the bottom of a long article, and the text have not seen by the other editors, then the text survives beyond many edits, and the survival ratio of the text is high. To solve this problem, authors use a section or a paragraph as a unit of remaining instead of a whole page. This means that if an editor edits an article, the system treats that the editor gives positive ratings to the section or the paragraph that the editor edits. This is because, authors believe that if editors edit articles, the editors may not read the whole page, but the editors should read the whole sections or paragraphs, and delete low-quality texts. From experimental evaluation, authors confirmed that the proposed method could improve the accuracy of quality values for articles.

Embed

Wikipedia Quality

Suzuki, Yuri J.. (2012). "[[Assessing Quality Values of Wikipedia Articles Using Implicit Positive and Negative Ratings]]". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 7418 LNCS, 2012, pp. 127-138. ISBN: 978-364232280-8. ISSN: 03029743. DOI: 10.1007/978-3-642-32281-5_13.

English Wikipedia

{{cite journal |last1=Suzuki |first1=Yuri J. |title=Assessing Quality Values of Wikipedia Articles Using Implicit Positive and Negative Ratings |date=2012 |isbn=978-364232280-8 |issn=03029743 |doi=10.1007/978-3-642-32281-5_13 |url=https://wikipediaquality.com/wiki/Assessing_Quality_Values_of_Wikipedia_Articles_Using_Implicit_Positive_and_Negative_Ratings |journal=Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 7418 LNCS, 2012, pp. 127-138}}

HTML

Suzuki, Yuri J.. (2012). &quot;<a href="https://wikipediaquality.com/wiki/Assessing_Quality_Values_of_Wikipedia_Articles_Using_Implicit_Positive_and_Negative_Ratings">Assessing Quality Values of Wikipedia Articles Using Implicit Positive and Negative Ratings</a>&quot;. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 7418 LNCS, 2012, pp. 127-138. ISBN: 978-364232280-8. ISSN: 03029743. DOI: 10.1007/978-3-642-32281-5_13.