Polarity Classification of Malayalam Document-A Rule Based Approach
Abstract
The most emerging area in NLP now a days is Sentiment Analysis (SA) which is a cognitive process in which the user’s feelings and emotions are extracted. It has a variety of applications. There has been a lot of works published for universal languages like English, works on dialectal languages like Malayalam is comparatively less. But importance of Malayalam is increasing on social medias and shopping sites. Malayalam belongs to Dravidian family of Languages. In 2013 it has been declared as a classical language by Indian Government. Discuss about the sentimental analysis of Malayalam language. Malayalam words are classified into positive, negative and ambiguous words. Rule based approach is used and it mainly focused on the opinionated words in each text.
Keywords:
Rule-based approach, Sentiment Analysis, NLP
Published
Issue
Section
License
Copyright (c) 2023 International Journal on Emerging Research Areas
This work is licensed under a Creative Commons Attribution 4.0 International License.
All published work in this journal is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). This license permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
How to Cite
Similar Articles
- C P Athira, Fathima Sithara P.A, HAND GESTURE BASED HOME AUTOMATION , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- K Sooraj, Yasim Khan M, A High Speed Low Power 10T SRAM with high Robustness , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Aman M Hafees, Aman Yunus, Aashish Tom Raju , Agnus Roy, Ansamol Varghese, PowerPath: A Mobile Application for Transformer Monitoring and Maintenance , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Lis Jose , Achyuth P Murali, Christin Joseph Shaji, Christy Kunjumon Peter , Multiple Detection and Diagnosis of Skin Diseases using CNN , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Prof. Manoj T Joy, Noel Shaji, Sharon Sunil, Thomas Johanson, Ridhin Joseph, IoT-Based Smart Aquaponics System with Remote Monitoring and Actuator Control , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- M Sreedharsh, S Saurav, Albin Joseph, Sravan Chandran , Lida K Kuriakose, Childhood Epilepsy Syndrome Classification through a Deep Learning Network with Clinical History Integration , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- AbhilashV Pandiankal, Jacob Abraham, Human Immunity Gainer (HIG) , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Fabeela Ali Rawther , Abhinay A K, Anagha Tess B, Alan Joseph , Adham Saheer, Evaluating Annotation Consistency in Offensive Language Detection: A Data Analytics Approach on the TweetEval Dataset , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Denit D Binny , Cymil Sara Easow , Geo George , Blessy Mariam Babu, Anu Rose Joy, Scrap link - A Conceptual Approach of Smart Waste Management with Integrated Web Base System , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Aaron Samuel Mathew, Joel John, Exploring the Evolution of Software Engineering with Generative AI , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
You may also start an advanced similarity search for this article.