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Web页面排序算法研究 被引量:3

The Algorithms of Page Ranking on Web: A Survey
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摘要 随着 Internet的迅猛发展 ,网络信息呈爆炸式增长。Web信息检索是一个从 Web海量数据中检索用户感兴趣信息的综合技术 ,它从一定程度上满足了用户对信息的需求 ,但返回页面的数量依然十分巨大。如何对搜索结果进行排序已成为影响搜索质量的一个重要问题。本文介绍了两种页面排序算法 Page Rank和 HITS,并对网页排序算法的若干改进进行了讨论。 Along with rapidly development of Internet, the information on the Internet has increased explosively. Web information retrieval is an integrated technology that retrieves interesting information from huge amount data. It can help people in some degree, but still returns lots of pages. It has been an important problem to sort the search result properly. Tow algorithms, PageRank and HITS, are introduced in this paper. Some possible improvements on the two algorithms are discussed.
作者 郑建华 赵政
出处 《微处理机》 2003年第5期33-35,共3页 Microprocessors
关键词 INTERNET WEB 页面排序算法 信息检索 搜索引擎 Search Engine Information Retrieval Web Structure Mining Web Page Ranking
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参考文献4

  • 1Lan Huang. A Survey on Web Information Retrieval Technologies [R]. State University of New York,Department of Computer Science ECSL Technical Report TR-120. 2000-02.
  • 2S Brin, L Page. The PageRank Citation Ranking:Bringing Order to the Web[R]. In Technical Report (http,//dbpubs. stanford.edu : 8090/pub/1999 - 66).
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同被引文献13

  • 1马纪颖,肖明霞.基于分类语义的Web信息检索系统[J].沈阳化工学院学报,2006,20(4):300-304. 被引量:2
  • 2刘菁菁,董静,林鸿飞,叶正.基于锚文本相似度的链接算法[J].郑州大学学报(理学版),2007,39(2):96-99. 被引量:1
  • 3Sea Woo Kim.Chin-Wan Chung: Ranking Web Documents with Dynamic Evaluation by Expert Groups.CAiSE 2003.
  • 4S.W.Kim,C.W.Chung.Web Document Ranking by Differentiated Expert Group Evaluation.HCI International,2001.
  • 5Brin S.,Page L.The anatomy of a large-scale hypertextual web search engine,in proceedings of the Seventh International World Wide Web Conference,1998.
  • 6Gibson D.,Kleinberg J.,Raghavan R.Inferring Web communities from link topology,in Proceedings of the ACM Conference on Hypertext and Hypermedia,1998.
  • 7Aridor Y.,Carmel D.,Lempel R.,Soffer A.,Maarek Y.Knowledge Agents on the Web,in Fourth International Workshop on cooperative Information Agents,2000.
  • 8Appelt D E,Israel D J.Introduction to Information Extraction Technology:A Tutorial Prepared for IJCAI-99.1999.
  • 9PAGE L,BRIN S,MOTWANI R,et al. The pagerank citation ranking:bringing order to the web[R/OL]. Stanford, CA ..Stanford Unibersity. (1999-11-11) [2008-03-05]. http ://dbpubs. stanford, edu :8090/pub/1999-66.
  • 10BRIN S,PAGE L. The anatomy of a large-scalehypertextual web search engine [J]. Computer Networks and ISDN Systems 01998,30(1/7) : 107-117.

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