维基百科专题文章修订行为的生命周期分析

Xinyi Li, Zhunchen Luo, Kunyuan Pang, Ting Wang
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引用次数: 6

摘要

维基百科是最大的在线百科全书。它的开放性让任何人都可以编辑文章,使得文章的质量参差不齐。由于人工评价文章的比例很小,质量自动评价已成为一个非常活跃的研究领域。在影响质量的因素中,修改行为是直接的因素。本文对维基百科精品文章的改版行为进行了生命周期分析,以找出其改版行为模式。使用细粒度的方法,我们将修订操作解析为插入、删除和替换操作,以研究它们在生命周期不同阶段的性能。我们的研究结果表明,特色文章在不同阶段有不同的修改行为。本研究的贡献在于揭示了修改行为与文章质量演变的相关性,有助于我们了解文章演变背后的原因,并可用于辅助质量评价。
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A Lifecycle Analysis of the Revision Behavior of Featured Articles on Wikipedia
Wikipedia is the largest online encyclopedia. Its openness allows anyone to edit an article, making articles vary greatly in quality. As only a small proportion of articles are assessed manually, the automatic evaluation of quality has become a highly active research field. Among the factors that affect quality, revision action is the direct factor. In this paper, we conduct a lifecycle analysis of the revision action of featured articles-the best work on Wikipedia, to find out the revision behavior patterns. Using a fine-grained approach, we parse revision actions into insert, delete and replace actions to study their performance in different phases of the lifecycle. Our results reveal that featured articles have distinct revision behavior over different phases. The contribution of the research is to show the correlation between revision behavior and the evolution of quality, which can help us understand what is behind the evolution of articles and can be used to assist quality evaluation.
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