UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 5 Issue 6
June-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1806682


Registration ID:
184181

Page Number

605-611

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Title

Automatic Amharic spelling error detection and correction using hybrid approach

Authors

Abstract

This study is conducted to develop an effective spelling checker system for the Amharic language. Currently there are few natural language processing works that have been done for this language. However, there is no effective spell checker system developed for this language yet. In this study, an effective spell checker mode is developed and then implemented using visual basic programming language. For the prototype development, two basic algorithms were applied in different phases of the study. The Metaphone algorithm is applied for spelling error detection and edit distance algorithm is applied for selecting the most possible correct word for the miss spelled word. For a better usability the developed system is embedded in the Microsoft Office word 2010 word processing system as an add-in. Finally, the developed prototype is tested using test data of 500 words and from these words, 100 of them are miss-spelled deliberately and a dictionary of 125,000 words is used. In the testing phase, the system shows excellent result in its error detection and also in its suggestions.

Key Words

Amharic, Dictionary, Natural Language Processing, Spellchecker

Cite This Article

"Automatic Amharic spelling error detection and correction using hybrid approach", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 6, page no.605-611, June-2018, Available :http://www.jetir.org/papers/JETIR1806682.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Automatic Amharic spelling error detection and correction using hybrid approach", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 6, page no. pp605-611, June-2018, Available at : http://www.jetir.org/papers/JETIR1806682.pdf

Publication Details

Published Paper ID: JETIR1806682
Registration ID: 184181
Published In: Volume 5 | Issue 6 | Year June-2018
DOI (Digital Object Identifier):
Page No: 605-611
Country: PATIALA, Punjab, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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