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Call for Paper - May 2015 Edition
IJCA solicits original research papers for the May 2015 Edition. Last date of manuscript submission is April 20, 2015. Read More

A Survey of Information Retrieval Models for Malayalam Language Processing

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International Journal of Computer Applications
© 2014 by IJCA Journal
Volume 107 - Number 14
Year of Publication: 2014
Authors:
Arjun Babu
Sindhu L.
10.5120/18820-0230

Arjun Babu and Sindhu L.. Article: A Survey of Information Retrieval Models for Malayalam Language Processing. International Journal of Computer Applications 107(14):19-23, December 2014. Full text available. BibTeX

@article{key:article,
	author = {Arjun Babu and Sindhu L.},
	title = {Article: A Survey of Information Retrieval Models for Malayalam Language Processing},
	journal = {International Journal of Computer Applications},
	year = {2014},
	volume = {107},
	number = {14},
	pages = {19-23},
	month = {December},
	note = {Full text available}
}

Abstract

Information retrieval is an important research area in computer science. Information retrieval is concerned with the storage of text documents and their subsequent retrieval in response to user's requests for information. There are several Information Retrieval models developed for efficient document retrieval. In this survey paper we describe major IR models which are used for various document retrieval purposes. A suitable method for an effective Malayalam monolingual information retrieval system is also proposed here.

References

  • JinxiXu, Ralph Weischedel and Chanh Nguyen"Evaluating a Probabilistic Model for Cross- lingual Information Retrieval September" 9-12, 2001,ACM .
  • Pinaki Bhaskar, Amitava Das, Partha Pakray and Sivaji Bandyopadhyay, "Theme Based English and Bengali Ad-hoc Monolingual Information Retrieval in FIRE 2010"
  • Ricardo Baeza-Yates and BerthierRibeiro-Neto, "Modern Information Retrieval,"ACM Press, New York, 2009.
  • B. Ribeiro-Neto, R. Muntz, "A belief network model for IR" in: Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM Press, 1996, pp. 253–260.
  • Jeongwoo ko and Eric Nyberg and Teruko Mitmura, "Probabilistic Models for Answer-Ranking in Multilingual Question-AnsweringACM" Transactions on Information Systems, Vol. 28, No. 3, Article 16, Publication date: June 2010.
  • Nikesh P. L. , Sumam Mary Idicula, and David Peter S, "English Malayalam Cross-Lingual Information Retrieval - an experience,"IEEEISSN: 978-1-4244-2030-8, Vol. 3, No. 2, 2008
  • Nath Singh, Sanjay Kumar Dwivedi Jitendra "Analysis of vector space model in Information Retrieval"National Conference on Information Technology & its impact on Next Generation Computing CTNGC 2012 Proceedings published by International Journal Of Computer Application(IJCA).
  • Reshma O. K. , Sreejith C, P. C. Reghu Raj "An Effective Malayalam Information Retrieval System Using Query Expansion",2013 International Conference on Control Communication and Computing (ICCC) 13-15 December 2013.
  • Marco Antonio Pinheiro de Cristo ,Pavel Pereira Calado, Maria de Lourdes da Silveira,Ilmerio Silva, Richard Muntz,Berthier Ribeiro-Neto "Bayesian belief networks for IR "2003 Elsevier.
  • Neelam Phadnis ,Jayant Gadge "Framework for Document Retrieval using Latent Semantic Indexing"International Journal of Computer Applications (0975 – 8887) Volume 94 – No. 14, May 2014.
  • A. P. SivaKumar,Dr. P. Premchand,Dr. A. Govardhan "Indian Languages IR using Latent Semantic Indexing" International Journal of Computer Science & Information Technology (IJCSIT) Vol 3, No 4, August 2011.
  • Igor Mokris, Lenka Skovajsova "Neural Network Model Of System For Information Retrieval From Text Documents In Slovak Language" ActaElectrotechnica et Informatica No. 3, Vol. 5, 2005
  • Dr. S. Saraswathi, Asma Siddhiqaa. M, Kalaimagal. K, Kalaiyarasi. M "BiLingual Information Retrieval System for English and Tamil" Journal Of Computing, Volume 2, Issue 4, April 2010, ISSN 2151?9617.
  • Viatcheslav Yatsko "TF*IDF Revisited" International Journal of Computational Linguistics and Natural Language Processing Vol 2 Issue 6 June 2013.