| 基于Web结构挖掘的HITS算法分析及改进 |
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| 引用本文： | 邓超,何月顺. 基于Web结构挖掘的HITS算法分析及改进[J]. 湖南农机, 2011, 38(1): 80-81 |
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| 作者姓名： | 邓超 何月顺 |
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| 作者单位： | 东华理工大学信息工程学院,江西抚州,344000 |
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| 摘 要： | 随着网络和数据挖掘技术的发展,Web数据挖掘得到了较多的研究.文章从Web结构挖掘的角度出发,在分析传统的HITS(Hyperlink-Induced Topic Search)算法的基础上,针对Hub页面的多主题性、无关页面和无关链接等对HITS算法的影响,提出了HITS算法的改进算法.
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| 关 键 词： | Web结构挖掘 HITS Hub |
Analysis and Improvement of HITS Algorithm Based on Web Structure Mining |
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| DENG Chao,HE Yue-shun. Analysis and Improvement of HITS Algorithm Based on Web Structure Mining[J]. Hunnan Agricultural Machinery, 2011, 38(1): 80-81 |
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| Authors: | DENG Chao HE Yue-shun |
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| Affiliation: | (College of Information Engineering,East China University of Technology;Fuzhou,Jiangxi 344000,China) |
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| Abstract: | With the development of the Internet and the data mining,more and more research work are come out with the Web data mining.From the direction of Web structure mining and focused on HITS(Hyperlink-Induced Topic Search) algorithms analyzing after analyzing of the two main algorithms(PageRank and HITS).Much factors including multi-subjects of Hub pages、irrelevant pages and irrelevant links have effects on HITS’ performance.To resolve those problems,we propose an improved algorithm on HITS. |
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| Keywords: | Web structure mining HITS Hub |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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