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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Paper Title
CODE-MIXED SENTIMENT ANALYSIS FOR MULTI-LINGUAL[HI-EN] SOCIAL MEDIA TEXT
Authors
Sushrut Kuchik, Rutuja Pujare, Anupama Rai, Romax Rajeev, Dr. Sharvari Govilkar
Keywords
Code Mixed Text, Social Media Text, Natural Language Processing, Sentiment Analysis, Lexicon Approach, Supervised and Unsupervised Learning.
Abstract
India has a great diversity of languages. People use English and colloquial languages to put forward their ideas and views on social media platforms like Twitter and Facebook. This gives rise to code mixed text. Sometimes, emoticons are also used along with text to express the emotions and to indicate sarcasm. Analyzing this complex multilingual code-mixed text becomes an enormous challenge for researchers who work in the domain of Text Analytics. The research work regarding sentiment analysis of code-mixed text, sarcasm detection and negation handling has been done separately and there has been no cumulative model to do the same. The proposed research work will use a hybrid approach, consisting of Lexicon based methodology and Unsupervised Deep Learning algorithms to extract sentiments from multilingual code-mixed text from social media especially for the language pair: English-Hindi.
IJCRT's Publication Details
Unique Identification Number - IJCRT2102405
Paper ID - 203508
Page Number(s) - 3367-3372
Pubished in - Volume 9 | Issue 2 | February 2021
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Sushrut Kuchik, Rutuja Pujare, Anupama Rai, Romax Rajeev, Dr. Sharvari Govilkar, "CODE-MIXED SENTIMENT ANALYSIS FOR MULTI-LINGUAL[HI-EN] SOCIAL MEDIA TEXT", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 2, pp.3367-3372, February 2021, Available at :http://www.ijcrt.org/papers/IJCRT2102405.pdf
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Volume 12 | Issue 7
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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