维基百科质量缺陷的分类

Maik Anderka, Benno Stein
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引用次数: 34

摘要

在线百科全书维基百科是一个成功的例子,说明用户在网络上生成的内容越来越受欢迎。尽管取得了成功,但维基百科经常因包含低质量的信息而受到批评,这主要归因于其开放供所有人编辑的核心政策。由于维基百科已成为世界上许多人的主要知识来源,因此识别低质量信息是一项重要任务。之前关于维基百科质量评估的研究要么只调查小样本的文章,要么只关注单一的质量方面,比如准确性或正式性。本文以质量缺陷为研究对象,首次提出了维基百科质量缺陷结构的完整分解。我们进行了广泛的探索性分析,揭示了(1)实际存在的质量缺陷,(2)维基百科中缺陷的分布,以及(3)有缺陷内容的程度。一个重要的发现是,超过四分之一的英文维基百科文章至少有一个质量缺陷,其中70%与文章的可验证性有关。
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A breakdown of quality flaws in Wikipedia
The online encyclopedia Wikipedia is a successful example of the increasing popularity of user generated content on the Web. Despite its success, Wikipedia is often criticized for containing low-quality information, which is mainly attributed to its core policy of being open for editing by everyone. The identification of low-quality information is an important task since Wikipedia has become the primary source of knowledge for a huge number of people around the world. Previous research on quality assessment in Wikipedia either investigates only small samples of articles, or else focuses on single quality aspects, like accuracy or formality. This paper targets the investigation of quality flaws, and presents the first complete breakdown of Wikipedia's quality flaw structure. We conduct an extensive exploratory analysis, which reveals (1) the quality flaws that actually exist, (2) the distribution of flaws in Wikipedia, and (3) the extent of flawed content. An important finding is that more than one in four English Wikipedia articles contains at least one quality flaw, 70% of which concern article verifiability.
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