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
- Aneesh Varghese John, Aswathy Sadasivan, Augusto Varghese, Antony Jacob, Linsa Mathew, A Review of Online Donation Platforms , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Manjima M A, Soumya Anand, Partial Replacement of bitumen by Plant Polymer Lignin in Bituminous Pavement , 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
- Parvathy S Kurup, Pranav P Nair, Sai Kishor, Aryan S Nair, Pranav P, Face Image Synthesis , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Akshaya Babu, Amala Saju, Athulya C A, Mary Niya Sebastian, Nisy John Panicker, PlateGuard: Ensuring Security with YOLOv5 ANPR Technology , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Athul Das, Dan Kuruvilla, Amrutha P Chandran, Blesson V Monichan, Elias Janson K, TRIMBOT: AUTONOMOUS GRASS CUTTING ROBOT USING GPS NAVIGATION , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Amala Jayan, Feneesha V B, Rameesa Dilsa C P, Sandra Maryam Binu, Sandra Maryam Binu, Stockwise: A survey on stock price prediction models , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Layana S Pradeep, Milen Ninan Ittiyeipe, Shahina S, Soumya A S, Ojus Thomas Lee , Gayathri Mohan, A REVIEW OF LOAD ESTIMATION AND DISTRIBUTION STRATEGY FOR RENEWABLE ENERGY SOURCES , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Jyothis Joseph , Ajay K Baiju, Ganga Binukumar, Akshara Manoj, Sandra Elizabeth Rony, A Crowd Monitoring and Real-Time Tracking System using CNN , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Goutham P Raj, Gregan George, Hadii Hasan, John Ashwin Delmon, V Pradeeba, COMPREHENSIVE VEHICLE SERVICES & E-COMMERCE PLATFORM WITH PRICE PREDICTION USING ML , International Journal on Emerging Research Areas: Vol. 4 No. 2 (2024): IJERA
You may also start an advanced similarity search for this article.