Library Subscription: Guest
Begell Digital Portal Begell Digital Library eBooks Journals References & Proceedings Research Collections
Journal of Automation and Information Sciences
SJR: 0.238 SNIP: 0.464 CiteScore™: 0.27

ISSN Print: 1064-2315
ISSN Online: 2163-9337

Volumes:
Volume 50, 2018 Volume 49, 2017 Volume 48, 2016 Volume 47, 2015 Volume 46, 2014 Volume 45, 2013 Volume 44, 2012 Volume 43, 2011 Volume 42, 2010 Volume 41, 2009 Volume 40, 2008 Volume 39, 2007 Volume 38, 2006 Volume 37, 2005 Volume 36, 2004 Volume 35, 2003 Volume 34, 2002 Volume 33, 2001 Volume 32, 2000 Volume 31, 1999 Volume 30, 1998 Volume 29, 1997 Volume 28, 1996

Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v40.i9.50
pages 53-63

Automatic Text Documents Summarization through Sentences Clustering

Rasim Magamed ogly Alguliev
Institute of Information Technologies of National Academy of Sciences of Azerbaijan, Baku, Azerbaijan
Ramiz Magamed ogly Alyguliev
Institute of Information Technologies of National Academy of Sciences of Azerbaijan, Baku, Azerbaijan

ABSTRACT

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.


Articles with similar content:

Cryptosteganographic Algorithm with Usage of Segmentation Methods
Journal of Automation and Information Sciences, Vol.42, 2010, issue 10
Inna V. Shvidchenko

On Nature of Uncertainty and Variable Criteria in the Partition Problems
Journal of Automation and Information Sciences, Vol.41, 2009, issue 9
Nadezhda K. Tymofijeva

Method and Algorithm for Rasterization of Point Graphic Objects
Telecommunications and Radio Engineering, Vol.69, 2010, issue 3
Ivan S. Zakharov, V. M. Dovgal, V. L. Markovchin

A Generalized Model for Joint Presentation of Prefix Code Structures and Redundant Data Format Messages
Telecommunications and Radio Engineering, Vol.69, 2010, issue 2
N. V. Shishkin, V. L. Yakovlev

On a Problem of Numerical Simulating the Derivative of Discrete Time Series with Approximate Values
Journal of Automation and Information Sciences, Vol.47, 2015, issue 12
Elena M. Kiseleva, Pavel A. Dovgay, Lyudmila L. Hart