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WISDOM: A web information analysis system

机译:WISDOM:Web信息分析系统

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摘要

We present an information analysis system, WISDOM (Web Information Sensibly and Discreetly Ordered and Marshaled), which assists users in assessing the credibility of information on the Web from multiple viewpoints. A vast amount of information is now accumulated on the Web and becoming increasingly influential in people's decision making. However, the Web contains a proliferation of false and misleading information. Thus, it is essential to study the methodologies and technologies that enable us to judge the credibility of information. It is for this reason that we have developed WISDOM, which organizes information on a given topic through the following three types of analysis: (1) extracting and contrasting important and controversial sentences around the points related to the topic, using semantics-oriented natural language processing (NLP) techniques; (2) identifying and classifying the authorship of each page; and (3) analyzing the appearance of each page, according to, for example, page design and writing style. WISDOM is in a state of continuous development, and in comparison to our previous demonstration at IUCS 2009, the current version of WISDOM is more advanced in the following respects. First, it extracts contrasting statements, in which statements contrasting the topic to other things, e.g., electric vehicles vs. hybrid electric vehicles. Second, it analyzes the expertise of information senders and indicates senders with high expertise with stars. Third, WISDOM analyzes a fresh 120 million Japanese Web pages; these pages are crawled and updated everyday by our crawler. WISDOM is available at http://wisdom-nict.go.jp/.
机译:我们提出了一种信息分析系统WISDOM(明智而谨慎地订购和封送网络信息),它可以帮助用户从多个角度评估网络上信息的可信度。现在,大量信息已累积在Web上,并且在人们的决策中越来越具有影响力。但是,Web包含大量虚假和误导性信息。因此,必须研究使我们能够判断信息可信度的方法和技术。出于这个原因,我们开发了WISDOM,它通过以下三种类型的分析来组织有关给定主题的信息:(1)使用面向语义的自然语言,围绕与该主题相关的点提取和对比重要且有争议的句子处理(NLP)技术; (2)识别和分类每页的作者; (3)根据例如页面设计和写作风格来分析每个页面的外观。 WISDOM处于不断发展的状态,与我们之前在IUCS 2009上的演示相比,WISDOM的当前版本在以下方面更加先进。首先,它提取对比性陈述,其中将主题与其他事物(例如,电动汽车与混合动力电动汽车)进行对比。其次,它分析信息发送者的专业知识,并用星号标明具有高度专业知识的发送者。第三,WISDOM分析了新的1.2亿日语网页;这些网页每天都会由我们的抓取工具进行抓取和更新。 WISDOM可从http://wisdom-nict.go.jp/获得。

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