A New Method of Web Conceptual Model Based on Web Page Clustering

YAO Yao; WANG Zhan-hong; SHI Lei

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A New Method of Web Conceptual Model Based on Web Page Clustering

更新时间：2026-09-04

- A New Method of Web Conceptual Model Based on Web Page Clustering
- Vol. 32, Issue 1, Pages: 156-160(2015)
- 作者机构：
  
  1. 1 中州大学信息工程学院,河南,郑州,450044
  2. 2 铁道警察学院机构公安技术系,河南,郑州,450053
  3. 3 郑州大学信息工程学院,河南,郑州,450001
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2015
- 稿件说明：
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姚瑶, 王战红, 石磊. 一种基于页面聚类的Web概念化建模新方法[J]. 微电子学与计算机, 2015, 32(1): 156-160.

YAO Yao, WANG Zhan-hong, SHI Lei. A New Method of Web Conceptual Model Based on Web Page Clustering[J]. 2015, 32(1): 156-160.
姚瑶, 王战红, 石磊. 一种基于页面聚类的Web概念化建模新方法[J]. 微电子学与计算机, 2015, 32(1): 156-160. DOI：

YAO Yao, WANG Zhan-hong, SHI Lei. A New Method of Web Conceptual Model Based on Web Page Clustering[J]. 2015, 32(1): 156-160. DOI：

摘要

Web结构优化技术在降低访问延迟、提高访问效率上具有重要作用.由此提出根据用户访问路径建立Web层次模型(WHM)

利用页面相似度合并同层相似页面

从而构建Web概念化模型(WCM).实验及分析表明

WCM模型能够在适度聚类的情况下清晰地展现Web结构.此外

将WCM模型应用于预取系统

该模型所采用的聚类算法在预取效率方面明显优于传统方法

具有可行性和高效性.

Abstract

Web structure optimization technique plays a significant role in reducing latency and improving the access efficiency. This paper presents the Web Hierarchy Model (WHM) which is constructed based on user access path. Then the Web Conceptual Mode (WCM) is obtained by clustering pages in the same hierarchy according to the pages similarity. According to the experiments and analyzes

WCM can show the structure of Web clearly under moderately clustering. Furthermore the model is implemented in web prefetching system

in the aspect of prefetching efficiency

the clustering algorithm used in this model is superior to the traditional method and it is feasible and efficient.

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