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, NLPPublished
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
- S Adithyakrishnan, U Anjukrishna, Rohith Manuel Philip, P Careena, A Comprehensive Review on Diagnosis and Classification of Various Respiratory Diseases , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- AbhilashV Pandiankal, Jacob Abraham, Human Immunity Gainer (HIG) , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Aron Thomas , Abhinav B Kannanthanam , Elzabeth Bobus , Adhil Salim , Elizabeth Jullu , R Neenu, A Hybrid SQL Query Execution Model for JSON Data: Balancing Resource Efficiency and Analytical Performance , International Journal on Emerging Research Areas: Vol. 4 No. 2 (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
- Jane George, A study on Multiple-Instance GPU, Evolution, Architecture and Applications , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): 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
- Dr.Sinciya P O, Evelyn Susan Jacob, Steve Alex, Cybersecurity Challenges and Solutions in Edge Computing for IoT , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Mrs.Resmipriya M G, Aakarsh P, Abel VJ, Deepak Denny David, Francis Tom, Wise Care: A Comprehensive Mobile Application with Conversational Chatbot and Medical Assistance , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Leo Jose, Navin Shibu George, Raju, Safa Haroon, Bini M Issac, Wearable Technology for Driver Monitoring and Health Management: A Comprehensive Survey , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Elana Martin, Feba Ann Joseph, Ajisha Elizabeth Abraham, Christia Sunny Thomas, MediConnect - Remote Patient Health Monitoring , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
You may also start an advanced similarity search for this article.