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
- Amarnath C, Adarsh P Kurian, Fabeela Ali Rawther, Adarsh K Sundaresan, Adarsh Suresh, INTELLI TRAFFIC MANAGEMENT SYSTEM , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Betzy Babu, Anitta Maria Siljo, Ann Mariya Varghese, Anoop Joseph, Aswajith Sajeev, SMART TIME MANAGEMENT SYSTEM FOR STUDENTS USING DATA DRIVEN INSIGHTS , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Jyothika Anil, Milan Joseph Mathew, Namitha S Mukkadan, Reshmi Raveendran, Rintu Jose, Driver Drowsiness Detection Using Smartphone Application , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Merin Wilson, Nazreen Shanavaz, Nandhan Suresh, Nila S, Bibin Varghese, BUILDHUB-A Smart Construction Service Platform for Planning, Estimation, and Design , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Betzy Babu, Anitta Maria Siljo, Ann Mariya Varghese, Anoop Joseph, Aswajith Sajeev, SMART TIME MANAGEMENT SYSTEM FOR STUDENTS USING DATA DRIVEN INSIGHTS , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Elisabeth Thomas, Chris Joseph, Eva Mary Regi, Haby.S. Mathews, Irin Alex , PIMS: Public Issue Management System , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Joel Judish, Samrudh Salas, Farhaan Zuhair, Muhammed Zakkariya M, Juby Mathew, SkinGuard: An EfficientNet Model for Skin Cancer and M-pox Detection , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Dr nitha C Vellayudan, Akshay K.P, Muhamed Adhil P.M, C.A Sivasankar , Crop Yield and Price Prediction , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Arun Robin, Tijo Thomas Titus, Ms. Minu Cherian, Improved Handwritten Digit Recognition Using Deep Learning Technique , International Journal on Emerging Research Areas: Vol. 3 No. 2 (2023): IJERA
- Dona S Plavelil, A Devanandha, Haritha H Kurupp, Jissin k Jose, DETECTION OF ALZHEIMER’S DISEASE AND ASSISTANCE , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
You may also start an advanced similarity search for this article.
