{"title":"Get what you want from Internet using fuzzy k-means clustering algorithm","authors":"De-Sheng Zhu, Ming-Qin Zhou","doi":"10.1109/GRC.2009.5255009","DOIUrl":null,"url":null,"abstract":"This paper proposed a new method of getting what you want from Internet using fuzzy k-means clustering algorithm. It used search engine to obtain relevant documents content, then adopted efficient Fuzzy k-means clustering algorithm to cluster all the sentences. The summary sentences were extracted by turns from the clusters. Experimental result shows that the proposed method can improve the performance of summary.","PeriodicalId":388774,"journal":{"name":"2009 IEEE International Conference on Granular Computing","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 IEEE International Conference on Granular Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GRC.2009.5255009","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
This paper proposed a new method of getting what you want from Internet using fuzzy k-means clustering algorithm. It used search engine to obtain relevant documents content, then adopted efficient Fuzzy k-means clustering algorithm to cluster all the sentences. The summary sentences were extracted by turns from the clusters. Experimental result shows that the proposed method can improve the performance of summary.