Towards Automatic Quality Assurance in Wikipedia
|Towards Automatic Quality Assurance in Wikipedia|
|Author(s)||Maik erka, Benno Stein, Nedim Lipka|
|Published in||Proceedings of the 20th International Conference on World Wide Web|
|Keyword(s)||Wikipedia, Information Quality, Flaw Detection|
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Featured articles in Wikipedia stand for high information quality, and it has been found interesting to researchers to analyze whether and how they can be distinguished from "ordinary" articles. Here we point out that article discrimination falls far short of writer support or automatic quality assurance: Featured articles are not identified, but are made. Following this motto we compile a comprehensive list of information quality flaws in Wikipedia, model them according to the latest state of the art, and devise one-class classification technology for their identification.
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