English-Marathi Cross Language Information Retrieval System

Kalyani Lokhande, Dhanashree Tayade

Abstract


Nowadays, different types of content in different languages are available on World Wide Web and their usage is increasing rapidly. Cross Language Information Retrieval (CLIR) deals with retrieval of documents in another language than the language of the requested query. Various researchers worked on Cross Language Information Retrieval systems for Indian languages using different translation approaches. There is still CLIR system to be developed which allow user to retrieve Marathi documents when English query is given. In the proposed English to Marathi Cross Language Information Retrieval system, translation is based on query translation approach. The proposed system retrieves Marathi documents depending on matching terms in query. The performance of the proposed system is improved by query pre-processing and query expansion using WordNet.

Full Text:

PDF

References


P. Iswarya, Dr. V. Radha, International Journal Of Engineering Research And Applications, "Cross Language Text Retrieval: A Review" (IJERA) ISSN: 2248-9622 Vol.2, Issue 5, September- October 2012, pp.1036-1043.

L. Kalyani and T. Dhanashree, “English-marathi cross language information retrieval system based on query translation approach," International Journal of Computer Science & Communication Networks, vol. 6, pp. 250-254, 2017.

A. Nagarathinam and S. Saraswathi, “State of art: Cross lingual information retrieval system for Indian languages," International Journal of Computer Applications, vol. 35, no. 13, 2011.

D. Mandal, S. Dandapat, M. Gupta, P. Banerjee, and S. Sarkar, “Bengali and hindi to English cross-language text retrieval under limited resources." in CLEF (Working Notes), 2007.

S. Varshney, J. Bajpai, “Improving performance of English-Hindi Cross Language Information Retrieval using Transliteration of query terms” 2013 IEEE International Conference in MOOC, Innovation and Technology in Education (MITE), 978-1-4799-1626-9/13/2013 IEEE.

E. Katta and A. Arora, An improved approach to english-hindi based cross language information retrieval system," in Eighth International Conference on Contemporary Computing (IC3), IEEE, 2015, pp. 354-359.

S. Chaware and S. Rao, Ontology approach for cross-language information retrieval," Published in International Journal of Computer Technology and Application, vol. 2, pp. 379{384, 2011.

P. Rajendra and S. Sudeshna, Cross-language information retrieval with incorrect query translations," Polibits,. 54, pp. 33{42, 2016.FLEXChip Signal Processor (MC68175/D), Motorola, 1996.




DOI: https://doi.org/10.23956/ijarcsse.v7i8.34

Refbacks

  • There are currently no refbacks.


Bookmark and Share


© International Journals of Advanced Research in Computer Science and Software Engineering (IJARCSSE)| All Rights Reserved | Powered by Advance Academic Publisher.