语义网技术启发的聚焦爬虫的调查

Hai Dong, F. Hussain, E. Chang
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引用次数: 26

摘要

爬虫是一种可以遍历互联网并通过超链接检索网页的软件。面对泛滥的垃圾网站,传统的网络爬虫无法很好地解决这一问题。以语义为中心的爬虫利用语义web技术来分析超链接和web文档的语义。本文简要回顾了一类语义聚焦爬虫的最新研究——基于本体的聚焦爬虫,它是一系列利用本体将获取的Web文档与本体概念(主题)链接起来的爬虫。这样做的目的是对Web文档进行组织和分类,或者过滤与主题无关的Web页面。从领域、工作环境、特殊功能、使用的技术、评估指标和评估结果六个方面对这些爬虫进行了简要的比较。关于这一比较的结论在最后一节做出。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A survey in semantic web technologies-inspired focused crawlers
Crawlers are software which can traverse the Internet and retrieve Webpages by hyperlinks. In the face of the inundant spam Websites, traditional Web crawlers cannot function well to solve this problem. Semantic focused crawlers utilize semantic web technologies to analyze the semantics of hyperlinks and Web documents. This paper briefly reviews the recent studies on one category of semantic focused crawlers - ontology-based focused crawlers, which are a series of crawlers that utilize ontologies to link the fetched Web documents with the ontological concepts (topics). The purpose of this is to organize and categorize Web documents, or filtering irrelevant Webpages with regards to the topics. A brief comparison are made among these crawlers,from six perspectives - domain, working environment, special functions, technologies utilized, evaluation metrics and evaluation results. The conclusion with respect to this comparison is made in the final section.
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