文章基本信息

标题：Spelling Error Detection and Correction System for Punjabi Unicode using Hybrid Approach
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作者：Rupinder Kaur ; Er. Jasdeep Singh Mann
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2017
卷号：5
期号：9
页码：15002
DOI：10.15680/IJIRCCE.2017.0509029
出版社：S&S Publications
摘要：Spelling error detection and correction is an important tool for any language to remove the errors from atext. In this paper, we have developed and discussed a novel approach to find the errors and to correct themautomatically from a Punjabi Unicode text. Proposed system use hybrid approach to perform the required task. Thishybrid approach is a combination of Dictionary lookup approach, rule based approach, Improved edit distance approachand N-gram approach. Proposed system is evaluated on various inputs collected from various online sources and resultsare discussed accordingly. Proposed system gives the average accuracy of 97% which is very good as compared toexisting systems.
关键词：Punjabi Unicode spell checking; Improved Edit distance approach; Rule based approach; N-Gram;Approach; Spelling checking