Automatic Text Documents Summarization through Sentences Clustering

被引：18
|
作者：
Alguliev, R. M. [1 ]
Alyguliev, R. M. [1 ]
机构：
[1] Natl Acad Sci Azerbaijan, Inst Informat Technol, Baku, Azerbaijan
来源：
JOURNAL OF AUTOMATION AND INFORMATION SCIENCES | 2008年 / 40卷 / 09期
关键词：
sentence clustering; automatic summarization; neural net; synthesis algorithm;
D O I：
10.1615/JAutomatInfScien.v40.i9.50
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
To provide minimum redundancy in summary and maximum possible covering of the document content one has proposed the method of automatic summarization of the text documents based on sentence clustering. Sentence clustering is applied to determining topics and informative sentences. The clustering problem is formulated as a binary quadratic interger programming problem. The number of clusters (topics) is determined by deliberately developed algorithm. The synthesis algorithm of neural net for solving clustering problem has been described.
引用
收藏
页码：53 / 63
页数：11
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