期刊文献+

基于搜索引擎的关键词自动聚类法 被引量:2

Keywords Clustering Based on the Search Engine
下载PDF
导出
摘要 互联网为用户提供了一个丰富的信息平台。然而,当前人们对互联网中海量信息的利用主要通过搜索引擎去查询相关的信息,互联网只是作为一个简单的信息库供用户检索。本文研究通过搜索引擎获得互联网信息并且在此基础上进行更高层次的知识挖掘———基于搜索引擎对关键词进行自动聚类。这是一个全新的研究,实验结果表明该方法具有理想的效果和新颖的构思。 Intemet offers a great information platform for the users. However, people mainly use the search engines to query the large information in the Internet, so the Internet is only as the simple information database for the user's querying. This paper focuses on mining the higher-level knowledge from the information returned by the search engine——keywords clustering based on the search engine, which is a novel research. The experiment shows that the way has perfect effect with novel conceive.
出处 《计算机科学》 CSCD 北大核心 2007年第3期162-164,共3页 Computer Science
基金 广东省科技攻关项目(2005B10101033) (A10202001) 广州市科技攻关项目(2004Z2-D0091)。
关键词 知识搜索引擎 知识挖掘 聚类 Knowledge search engine, Knowledge mining, Clustering
  • 相关文献

参考文献9

  • 1Brin S,Page L.The Anatomy of a Large-Scale Hypertextual Web Search Engine
  • 2Liang Jiu-zhen.Chinese Web Page Classification Based on Self-Organizing Mapping Neural Networks.In:Proceedings of the Fifth International Conference on Computational Intelligence and Multimedia Applications (ICCIMA'03)
  • 3Shen Dou,Cong Yan,Sun Jian-ta,Lu W-chang.STUDIES ON CHINESE WEB PAGE CLASSIFICATION.In:Proceedings of the Second International Conference on Machine Learning and Cybernetics,Wan,November 2003
  • 4Yu H,Hah Jiawei,Chang K C-C.PEBL:Web Page Classification without Negative Examples.IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING,2004,16 (1)
  • 5张伟.基于WWW的聚类搜索引擎的研究:[2003年全国优秀博士学位论文]
  • 6Zeng Hua-Jun,He Qi-Cai,Chen Zheng,Ma Wei-Ying.Learning To Cluster Search Results.In:The 27th Annual International ACM SIGIR Conference (SIGIR'2004),July 2004
  • 7Mobasher B,Cooley R,Jaideep S.Creating Adaptive Web Sites Through Usage-Based Clustering of URLs
  • 8Abawajy J H,Hu M.J.A new Internet meta-search engine and implementation.IEEE,2005
  • 9Kawano H.Overview of Mondou web search engine using text mining and information visualizing technologies.IEEE,2001

同被引文献17

引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部