CFP last date
22 April 2024
Call for Paper
May Edition
IJCA solicits high quality original research papers for the upcoming May edition of the journal. The last date of research paper submission is 22 April 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

A Rule based Kannada Morphological Analyzer and Generator using Finite State Transducer

by Ramasamy Veerappan, Antony P J, S Saravanan, Dr. Soman K P
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 27 - Number 10
Year of Publication: 2011
Authors: Ramasamy Veerappan, Antony P J, S Saravanan, Dr. Soman K P
10.5120/3333-4583

Ramasamy Veerappan, Antony P J, S Saravanan, Dr. Soman K P . A Rule based Kannada Morphological Analyzer and Generator using Finite State Transducer. International Journal of Computer Applications. 27, 10 ( August 2011), 45-52. DOI=10.5120/3333-4583

@article{ 10.5120/3333-4583,
author = { Ramasamy Veerappan, Antony P J, S Saravanan, Dr. Soman K P },
title = { A Rule based Kannada Morphological Analyzer and Generator using Finite State Transducer },
journal = { International Journal of Computer Applications },
issue_date = { August 2011 },
volume = { 27 },
number = { 10 },
month = { August },
year = { 2011 },
issn = { 0975-8887 },
pages = { 45-52 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume27/number10/3333-4583/ },
doi = { 10.5120/3333-4583 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:13:26.794896+05:30
%A Ramasamy Veerappan
%A Antony P J
%A S Saravanan
%A Dr. Soman K P
%T A Rule based Kannada Morphological Analyzer and Generator using Finite State Transducer
%J International Journal of Computer Applications
%@ 0975-8887
%V 27
%N 10
%P 45-52
%D 2011
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Morphology plays an essential role in machine translation and many other natural language processing applications. Developing a well fledged morphological analyzer and generator (MAG) tools for highly agglutinative language like Kannada is a challenging task. The function of morphological analyzer is to return all the morphemes and their grammatical categories associated with a particular word form. For a given root word and grammatical information, morphological generator will generate the particular word form of that word. In the proposed project, we have developed a rule based MAG using finite state transducer. This project has been developed as part of the development of a machine translation system for English to Kannada language. The performance of the system was tested randomly against a set of lexicon containing approximately twenty thousand root words including noun, verb, adjectives and adverbs.

References
  1. Dhanalakshmi V., Anand Kumar M., Rekha R.U., Arun Kumar C., Soman K.P., Rajendran S.:’ Morphological Analyzer for Agglutinative Languages Using Machine Learning Approaches’, Advances in Recent Technologies in Communication and Computing, International Conference on Advances in Recent Technologies in Communication and Computing, 2009.
  2. Uma Parameshwari Rao G, Parameshwari K: CALTS, University of Hyderabad, ‘On the description of morphological data for morphological analyzers and generators: A case of Telugu, Tamil and Kannada’.
  3. Harri Jappinen, ‘Knowledge engineering approach to morphological analysis’, first conference on European chapter of the Association for Computational Linguistics.
  4. Beesley, K. and L. Karttunen. ‘Finite State Morphology’. Stanford, CA: CSLI Publications, 2003.
  5. Aduriz I, Agirre E., ‘A word-grammar based morphological analyzer for agglutinative languages’, University of the Basque Country.
  6. Karine Megerdoomian ‘Finite-State Morphological Analysis of Persian‘, Inxight Software, Inc, University of California, San Diego.
  7. Shuly Winter, ‘Hebrew Computational Linguistics: Past and Future’, Artificial Intelligence Review 21: 113–138, 2004, Kluwer Academic Publishers.
  8. Tamil Morphological Analyser, available at nlp.au-kbc.org/ma_language_format_final.pdf
  9. Shailly Goyal, ‘Parsing Aligned Parallel Corpus by Projecting Syntactic Relations from Annotated Source Corpus’, Proceedings of the COLING/ACL 2006 Main Conference Poster Sessions, pages 301–308, Sydney, July 2006. Association for Computational Linguistics.
  10. Sajib Dasgupta, ‘Morphological Analysis of Inflecting Compound Words in bangla’, BRAC University, Dhaka, Bangladesh.
  11. S Settar, Sanjoy Goswami, H.K Abhishek, ‘Indexing Software for Ancient Kannada Books’ Proceeding LEC '02 Proceedings of the Language Engineering Conference (LEC'02).
  12. Sahoo k and Vidyasagar K V, ‘Kannada Wordnet- A lexical database’, TENHON 2003, Conference on convergent Technologies for Asia-Pacific Region.
  13. T.N. Vikram & Shalini R Urs, (2007), ‘Development of Prototype Morphological Analyzer for the South Indian Language of Kannada’, Lecture Notes In Computer Science: Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers. Vol. 4822/2007, 109-116.
  14. Antony P J, M. Anand Kumar and K.P. Soman, ‘Paradigm based Morphological Analyzer for Kannada Language Using Machine Learning Approach’, International journal on Advances in Computational Sciences and Technology ISSN 0973-6107 Volume 3 Number 4 (2010) pp. 457–481.
  15. Language in India, www.languageinindia.com/may2011/ v11i5may2011.pdf.
  16. 202.41.85.68/knm-publications/morph-icosal2.pdf.
  17. Shambhavi. B. R, Dr. Ramakanth Kumar P, Srividya K, Jyothi B J, Spoorti Kundargi, Varsha Shastri G, ‘Kannada Morphological Analyser and Generator Using Trie’, International Journal of Computer Science and Network Security, VOL.11 No.1, January 2011.
  18. B.A Sharada, Transformation of Natural Language into Indexing Language: Kannada - A Case Study.
  19. Dr. K. Kushalappa Gouda: Kannada Sankshipta vyakarana, Kannada University, Hampi, Publication: Suvarna Karnataka, 2006.
  20. S.N. Sridar: “KANNADA”, a Kannada grammar book, Series Editor, Bernard Comrie.
  21. Dr. A.G. Menon, S. Saravanan, R. Loganathan and Dr. K. Soman, Amrita University, Coimbatore, India. ‘Amrita Morph Analyzer and Generator for Tamil: A Rule Based Approach’.
Index Terms

Computer Science
Information Sciences

Keywords

Morphology Kannada Finite state transducer Agglutinative Orthographic rules

Powered by PhDFocusTM