Web网页聚类系统研究与设计

Research and Design of Web Page Clustering System

对web文本聚类中的数据预处理、聚类算法及结果评估等进行了分析研究.在由lucene和nutch构建的搜索引擎的基础上,提出基于k-means聚类算法web网页聚类系统设计方案,并论述了各模块的设计与实现方法.

Web text clustering has been researched including text pre-treatment, clustering algorithms and capability evaluation in this paper. Based on a search engine system which has been implemented by lucene and nutch, a web page clustering system based on k-means algorithm is designed, and every module of it has been introduced.