CFP last date
15 May 2024
Call for Paper
June Edition
IJAIS solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 15 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Analysis of ANN Training Algorithms for Hand Geometry-Based Access Control

Kazeem B. Adedeji Apena Waliu O. Adu Michael R.
Random Articles
Reseach Article

Odia Text Summarization Using Stemmer

by R. C. Balabantaray, B. Sahoo, D. K. Sahoo, M. Swain
journal cover thumbnail

International Journal of Applied Information Systems
Foundation of Computer Science (FCS), NY, USA
Volume 1 - Number 3
Year of Publication: 2012
Authors: R. C. Balabantaray, B. Sahoo, D. K. Sahoo, M. Swain
10.5120/ijais12-450135

R. C. Balabantaray, B. Sahoo, D. K. Sahoo, M. Swain . Odia Text Summarization Using Stemmer. International Journal of Applied Information Systems. 1, 3 ( February 2012), 21-24. DOI=10.5120/ijais12-450135

@article{ 10.5120/ijais12-450135,
author = { R. C. Balabantaray, B. Sahoo, D. K. Sahoo, M. Swain },
title = { Odia Text Summarization Using Stemmer },
journal = { International Journal of Applied Information Systems },
issue_date = { February 2012 },
volume = { 1 },
number = { 3 },
month = { February },
year = { 2012 },
issn = { 2249-0868 },
pages = { 21-24 },
numpages = {9},
url = { https://www.ijais.org/archives/volume1/number3/74-0135/ },
doi = { 10.5120/ijais12-450135 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2023-07-05T10:41:14.500343+05:30
%A R. C. Balabantaray
%A B. Sahoo
%A D. K. Sahoo
%A M. Swain
%T Odia Text Summarization Using Stemmer
%J International Journal of Applied Information Systems
%@ 2249-0868
%V 1
%N 3
%P 21-24
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Lot of work has already been done for automatic text summarization. In this paper we have given a novel statistical approach to summarize the given Odia text. In our approach extraction of relevant sentences is done which can give the actual concept of the input document in a concise form. We rank each sentence in the document by assigning a weight value to each word of the sentence. The sentences are extracted as per their rank, which will lead to a good summary of the given text.

References
  1. Farshad Kyoomarsi, Hamid Khosravi, Esfandiar Eslami and Pooya Khosravyan Dehkordy, “Optimizing Text Summarization Based on Fuzzy Logic”, In proceedings of Seventh IEEE/ACIS International Conference.
  2. Weiguo Fan, Linda Wallace, Stephanie Rich, and Zhongju Zhang, “Tapping into the Power of Text Mining”, Journal of ACM, Blacksburg, 2005.
  3. Luhn, H. P. (1958). The automatic creation of literature abstracts. IBM Journal of Research Development, 2(2):159-165.
  4. Baxendale, P. (1958). Machine-made index for technical literature - an experiment. IBM Journal of Research Development, 2(4):354-361.
  5. Edmundson, H. P. (1969). New methods in automatic extracting. Journal of the ACM, 16(2):264-285.
  6. H. P. Edmundson.,” New methods in automatic extracting”, Journal of the ACM, 16(2):264-285, April 1969.
  7. J. Kupiec, J. Pedersen, and F. Chen, “A trainable document summarizer”, In Proceedings of the 18th ACMSIGIR Conference, pages 68-73, 1995.
  8. Ronald Brandow, Karl Mitze, and Lisa F. Rau. “Automatic condensation of electronic publications by sentence selection. Information Processing and Management”, 31(5):675-685,1995.
  9. Vishal Gupta, G.S. Lehal, “A Survey of Text Mining Techniques and Applications”, Journal of Emerging Technologies in Web Intelligence, VOL. 1, NO. 1, 60-76, AUGUST 2009.
  10. G Erkan and Dragomir R. Radev, “LexRank: Graph-based Centrality as Salience in Text Summarization”, Journal of Artificial Intelligence Research, Re-search, Vol. 22, pp. 457-479 2004.
Index Terms

Computer Science
Information Sciences

Keywords

Automatic text summarization sentence extraction term weight Stemmer

Powered by PhDFocusTM