Research and application of the detection on duplicate web pages on campus search engine

Yongbing Gao, Fang Zhang, Bin Hao, Wei Gong
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引用次数: 2

Abstract

At present, for some commercial purposes, general search engine can't satisfy timeliness, integrity of collected information and sort of results of campus network. It is necessary that various universities construct their own campus network search engine. In addition, information resources are reprinted between department websites, and users often get duplicate pages which have similar content in the search results pages. The necessity of constructing campus search engine is analyzed, and the detection algorithm which is tested in Nutch based on the longest paragraph and fingerprint is proposed. The analysis and experiments show that the algorithm efficiently reduces duplicate documents. It shows better ability of resistance noise, lower complexity of time and space, higher recall and accuracy.
校园搜索引擎中重复网页检测的研究与应用
目前,由于某些商业目的,一般的搜索引擎不能满足校园网信息采集的及时性、完整性和搜索结果的分类。各高校都有必要构建自己的校园网搜索引擎。此外,信息资源在部门网站之间被转载,用户经常会在搜索结果页面中得到内容相似的重复页面。分析了构建校园搜索引擎的必要性,提出了基于最长段落和指纹的校园搜索引擎检测算法,并在Nutch中进行了测试。分析和实验表明,该算法有效地减少了重复文档。该方法具有较好的抗噪声能力、较低的时间和空间复杂度、较高的查全率和准确率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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