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Title: :  Sentiment Analysis: Unveiling Emotions in Text
PaperId: :  24988
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 5 2024
DUI:    16.0415/IJARIIE-24988
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Vaishali AnilkumarCMR University
Sudharsan SCMR University

Abstract

Computer science
Sentiment Analysis, Option Mining, NLP, Machine Learning, Social Media Monitoring
Sentiment analysis, or opinion mining, is an essential task in Natural Language Processing (NLP) aimed at identifying and analyzing the emotional tone embedded in textual data. This paper explores the various techniques in sentiment analysis, including rule-based, machine learning, and deep learning approaches. It also highlights the broad range of applications in industries such as marketing, healthcare, financial markets, and customer service. Despite advancements, several challenges persist, including context interpretation, sarcasm detection, and multilingual support. Finally, the paper discusses future trends like real-time sentiment analysis, cross-domain analysis, and ethical considerations in sentiment analysis.

Citations

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IJARIIE Vaishali Anilkumar, and Sudharsan S. "Sentiment Analysis: Unveiling Emotions in Text" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 5 2024 Page 657-663
MLA Vaishali Anilkumar, and Sudharsan S. "Sentiment Analysis: Unveiling Emotions in Text." International Journal Of Advance Research And Innovative Ideas In Education 10.5(2024) : 657-663.
APA Vaishali Anilkumar, & Sudharsan S. (2024). Sentiment Analysis: Unveiling Emotions in Text. International Journal Of Advance Research And Innovative Ideas In Education, 10(5), 657-663.
Chicago Vaishali Anilkumar, and Sudharsan S. "Sentiment Analysis: Unveiling Emotions in Text." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 5 (2024) : 657-663.
Oxford Vaishali Anilkumar, and Sudharsan S. 'Sentiment Analysis: Unveiling Emotions in Text', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 5, 2024, p. 657-663. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Sentiment_Analysis__Unveiling_Emotions_in_Text_ijariie24988.pdf (Accessed : 11 December 2024).
Harvard Vaishali Anilkumar, and Sudharsan S. (2024) 'Sentiment Analysis: Unveiling Emotions in Text', International Journal Of Advance Research And Innovative Ideas In Education, 10(5), pp. 657-663IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Sentiment_Analysis__Unveiling_Emotions_in_Text_ijariie24988.pdf (Accessed : 11 December 2024)
IEEE Vaishali Anilkumar, and Sudharsan S, "Sentiment Analysis: Unveiling Emotions in Text," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 5, pp. 657-663, Sep-Oct 2024. [Online]. Available: http://ijariie.com/AdminUploadPdf/Sentiment_Analysis__Unveiling_Emotions_in_Text_ijariie24988.pdf [Accessed : 11 December 2024].
Turabian Vaishali Anilkumar, and Sudharsan S. "Sentiment Analysis: Unveiling Emotions in Text." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 5 (11 December 2024).
Vancouver Vaishali Anilkumar, and Sudharsan S. Sentiment Analysis: Unveiling Emotions in Text. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 11 December 2024]; 10(5) : 657-663. Available from: http://ijariie.com/AdminUploadPdf/Sentiment_Analysis__Unveiling_Emotions_in_Text_ijariie24988.pdf
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