Call for Paper - September 2020 Edition
IJCA solicits original research papers for the September 2020 Edition. Last date of manuscript submission is August 20, 2020. Read More

Application of Finite State Methods in Malayalam Text Analysis

Print
PDF
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Year of Publication: 2017
Authors:
Girija V. R., T. Anuradha
10.5120/ijca2017914516

Girija V R. and T Anuradha. Application of Finite State Methods in Malayalam Text Analysis. International Journal of Computer Applications 168(12):43-47, June 2017. BibTeX

@article{10.5120/ijca2017914516,
	author = {Girija V. R. and T. Anuradha},
	title = {Application of Finite State Methods in Malayalam Text Analysis},
	journal = {International Journal of Computer Applications},
	issue_date = {June 2017},
	volume = {168},
	number = {12},
	month = {Jun},
	year = {2017},
	issn = {0975-8887},
	pages = {43-47},
	numpages = {5},
	url = {http://www.ijcaonline.org/archives/volume168/number12/27931-2017914516},
	doi = {10.5120/ijca2017914516},
	publisher = {Foundation of Computer Science (FCS), NY, USA},
	address = {New York, USA}
}

Abstract

This paper discusses the design of a morphological analyzer for Malayalam that can be used for text analysis using Finite State Models. Finite state model that recognizes and strips the morphemes in a string of text are dealt with here.

References

  1. Kessikbayeva, Gulshat, and Ilyas Cicekli. "A rule based morphological analyzer and a morphological disambiguator for kazakh language.“ Linguistics and Literature Studies 4.1 (2016): 96-104.
  2. Kalita, Nayan Jyoti, Navanath Saharia, and Smriti Kumar Sinha. "Morphological Analysis of the Bishnupriya Manipuri Language using Finite State Transducers." International Conference on Intelligent Text Processing and Computational Linguistics. Springer Berlin Heidelberg, 2014
  3. Dokkara, Sasi Raja Sekhar, Suresh Varma Penumathsa, and Somayajulu G. Sripada. "Verb Morphological Generator for Telugu." Indian Journal of Science and Technology 10.13 (2017).
  4. Manohar, Nimtha, et al. "Spellchecker for Malayalam using finite state transition models." Intelligent Computational Systems (RAICS), 2015 IEEE Recent Advances in. IEEE, 2015.
  5. Nair, Latha R., and S. David Peter. "Development of a rule based learning system for splitting compound words in malayalam language." Recent Advances in Intelligent Computational Systems (RAICS), 2011 IEEE.
  6. Dale, Robert, Hermann Moisl, and Harold Somers, eds. Handbook of natural language processing. CRC Press, 2000.
  7. Roche, Emmanuel, and Yves Schabes. Finite-state language processing MIT press, 1997
  8. Jurafsky, Dan. Speech & language processing. Pearson Education India, 2000.
  9. Asher, Ronald E., and T. C. Kumari. Malayalam. Psychology Press, 1997.
  10. Valath, Nimal J., and Narsheedha Beegum. "Malayalam Noun and Verb Morphological Analyzer: A Simple Approach." International Journal of Software & Hardware Research in Engineering, ISSN 2347-4890 (2014).
  11. Varma, AR Rajaraja, and Putusseri Ramacandran. Keralapaniniyam

Keywords

Malayalam morphology, Lexicon, Suffix Extraction, Morphophonemic rules.