A method of rating the credibility of news documents on the web
A method of rating the credibility of news documents on the web
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DOI：
10.1145/1148170.1148316
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发表时间：
2006-08
期刊：
影响因子：
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通讯作者：
Ryosuke Nagura;Yohei Seki;N. Kando;Masaki Aono
中科院分区：
文献类型：
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作者：
Ryosuke Nagura;Yohei Seki;N. Kando;Masaki Aono
我们提出了一种方法来评估新闻文章的可信度，使用三个线索：（1）不同新闻出版商之间的文章内容的共同性;（2）文章中报道的数值的一致性与矛盾性;（3）基于主观推测短语和新闻来源的客观性。我们在七个不同新闻网站的新闻故事上测试了这种方法。系统产生的“可信度”与三位人工评估员对52篇样本文章的人工判断之间的平均一致率为69.1%。目前的方法和未来的发展方向的局限性进行了讨论。
We propose a method to rate the credibility of news articles using three clues: (1) commonality of the contents of articles among different news publishers; (2) numerical agreement versus contradiction of numerical values reported in the articles; and (3) objectivity based on subjective speculative phrases and news sources. We tested this method on news stories taken from seven different news sites on the Web. The average agreement between the system-produced "credibility" and the manual judgments of three human assessors on the 52 sample articles was 69.1%. The limitations of the current approach and future directions are discussed.