SPELL CHECKING AND ERROR CORRECTING SYSTEM FOR TEXT PARAGRAPHS WRITTEN IN PUNJABI OR HINDI LANGUAGEUSING HYBRID APPROACHJournal: International Journal of Engineering Sciences & Research Technology (IJESRT) (Vol.5, No. 4)
Publication Date: 2016-04-30
Authors : Amandeep Singh; Meenakshi Sharma;
Page : 399-408
Keywords : Spellchecker; Punjabi-Hindi; Error; dictionary.;
Spell-checking is the process of detecting and correcting incorrectly spelled words in a text paragraph. Spell checking system first detects the incorrect words and then provide the best possible solution of corrected words. Spell checking system is a combination of handcrafted rules of the language for which spell checking system is to be created and a dictionary which contain the accurate spellings of various words. Better rules and large dictionary of words is help to improve the rate of error detection otherwise all the errors cannot be detected. After detecting the wrong or misspelled words ,the various spell correcting techniques are used to provide the best accurate correct words or alternate words which higher the rate of correction of the wrong words. There are many systems available for detecting and correcting text. The system is made to check the spellings and to correct them using various techniques for Punjabi-Hindi text. We used hybrid approach to implement the Spelling checking and Correcting System. This hybrid approach is a combination of “Dictionary look up approach”, “Rule based approach”, “N-Gram Approach”, “Edit Distance approach” and use linguistic features of the Punjabi-Hindi language. This System gives the result accuracy as 91% according to the research work for Punjabi-Hindi words. It gives nearby result up to 91% of words tested in the input data.It gives results for rest of 9% but not the best possible correct word was displayed on the top of the correct word list from the database.
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Last modified: 2016-04-19 12:35:39