Blog Summarization for Blog Mining

被引：2
|
作者：
Asbagh, Mohsen Jafari [1 ]
Sayyadi, Mohsen [1 ]
Abolhassani, Hassan [2 ]
机构：
[1] Sharif Univ Technol, 406 Khodro Bldg,Azadi Ave, Tehran, Iran
[2] Sharif Univ Technol, Dept Comp Engn, Tehran, Iran
来源：
SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING | 2009年 / 209卷
关键词：
Summarization; Blog Summarization; Blog Mining; Dimension Reduction; Blog Preprocessing;
D O I：
10.1007/978-3-642-01203-7_13
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Although dimension reduction techniques for text documents can be used for preprocessing of blogs, these techniques will be more effective if they deal with the nature of the blogs properly. In this paper we propose a shallow summarization method for blogs as a preprocessing step for blog mining which benefits from specific characteristics of the blogs including blog themes, time interval between posts, and body-title composition of the posts. We use our method for summarizing a collection of Persian blogs from PersianBlog hosting and investigate its influence on blog clustering.
引用
收藏
页码：157 / +
页数：3
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