Normalising Macronic text into a uniform language

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DC Field	Value	Language
dc.contributor.author	Nadda, Nimisha	-
dc.contributor.author	Mohana, Rajni[Guided by]	-
dc.date.accessioned	2022-10-07T09:50:59Z	-
dc.date.available	2022-10-07T09:50:59Z	-
dc.date.issued	2016	-
dc.identifier.uri	http://ir.juit.ac.in:8080/jspui/jspui/handle/123456789/7377	-
dc.description.abstract	SMS are short-length text documents written in a informal style. SMS text processing is challenging because of multi-varied text composition in terms of language, vocabulary, style and quality. In this project, with the help of RapidMiner software tool we have tried to standardize SMS texts. We have worked on American English messages only. With the help of a slang dictionary, we corrected most of the word. In order to improve the efficiency of the system, we created a database to perform next word prediction from. We performed bigram on our corrected dataset, retrieved the previous values to the error, and from our prediction dataset predicted what possible words could be used. Our system gives an accuracy of about 96% and can be further improved.	en_US
dc.language.iso	en	en_US
dc.publisher	Jaypee University of Information Technology, Solan, H.P.	en_US
dc.subject	Macronic text	en_US
dc.subject	Uniform language	en_US
dc.title	Normalising Macronic text into a uniform language	en_US
dc.type	Project Report	en_US
Appears in Collections:	B.Tech. Project Reports

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