Using Morphological and Semantic Features for the Quality Assessment of Russian Wikipedia
Authors | Włodzimierz Lewoniewski Nina Khairova Krzysztof Węcel Nataliia Stratiienko Witold Abramowicz |
|---|---|
Publication date | 2017 |
ISSN | 18650929 |
ISBN | 978-331967641-8 |
DOI | 10.1007/978-3-319-67642-5_46 |
Links | Original Preprint |
Using Morphological and Semantic Features for the Quality Assessment of Russian Wikipedia - scientific work about Wikipedia quality published in 2017, written by Włodzimierz Lewoniewski, Nina Khairova, Krzysztof Węcel, Nataliia Stratiienko and Witold Abramowicz.
Overview
Nowadays, the assessment of the quality and credibility of Wikipedia articles becomes increasingly important. Authors propose to use morphological and semantic features to estimate the quality of Wikipedia articles in Russian language. Authors distinguished over 150 linguistic features and divided them into four groups. In these groups, authors considered the features of encyclopedic style, readability and subjectivism of the article’s text. Based on Random Forest as a classification algorithm, authors show the most importance linguistic features that affect the quality of Russian Wikipedia articles. Authors compare the classification results of our four linguistic features groups separately. Authors have achieved the F-measure of 89,75%.
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Wikipedia Quality
Lewoniewski, Włodzimierz; Khairova, Nina Feliksivna; Węcel, Krzysztof; Stratiienko, Nataliia; Abramowicz, Witold. (2017). "[[Using Morphological and Semantic Features for the Quality Assessment of Russian Wikipedia]]". Communications in Computer and Information Science Volume 756, 2017, pp. 550-560. ISBN: 978-331967641-8. ISSN: 18650929. DOI: 10.1007/978-3-319-67642-5_46.
English Wikipedia
{{cite journal |last1=Lewoniewski |first1=Włodzimierz |last2=Khairova |first2=Nina Feliksivna |last3=Węcel |first3=Krzysztof |last4=Stratiienko |first4=Nataliia |last5=Abramowicz |first5=Witold |title=Using Morphological and Semantic Features for the Quality Assessment of Russian Wikipedia |date=2017 |isbn=978-331967641-8 |issn=18650929 |doi=10.1007/978-3-319-67642-5_46 |url=https://wikipediaquality.com/wiki/Using_Morphological_and_Semantic_Features_for_the_Quality_Assessment_of_Russian_Wikipedia |journal=Communications in Computer and Information Science Volume 756, 2017, pp. 550-560}}
HTML
Lewoniewski, Włodzimierz; Khairova, Nina Feliksivna; Węcel, Krzysztof; Stratiienko, Nataliia; Abramowicz, Witold. (2017). "<a href="https://wikipediaquality.com/wiki/Using_Morphological_and_Semantic_Features_for_the_Quality_Assessment_of_Russian_Wikipedia">Using Morphological and Semantic Features for the Quality Assessment of Russian Wikipedia</a>". Communications in Computer and Information Science Volume 756, 2017, pp. 550-560. ISBN: 978-331967641-8. ISSN: 18650929. DOI: 10.1007/978-3-319-67642-5_46.
