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
- Nikita Niteen , Juby Mathew, Securing AI: Understanding and Defending Against Adversarial Attacks in Deep Learning Systems , International Journal on Emerging Research Areas: Vol. 3 No. 2 (2023): IJERA
- Akil Saji, Sreeyuktha Ramesh, Aabel Jacob, Saumya Sadanadan, Rosmartina Shaju, Dr S N Kumar, Enhancing Image Security with Introduction to Blockchain , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Fabeela Ali Rawther, Akhil P Dominic, Alan James, Christy Chacko, Elena Maria Varghese, Early Detection of Attention Deficiency Using ML , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Dhanunath R, Anjali Rajendran, Alex G Daniel, Vijay Biju, Sabari Krishna R, Mediknow - A Malayalam Cancer Question Answering System , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- P Sathya Narayan, Safad Ismail, Developing an Empathetic Interaction Model for Elderly in Pandemics , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Sebin Thomas, John VG, Josin Chacko, Mariyam Shajahan, Sharon Sunny, PPT GENERATION FROM REPORT , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Akhil Shaji, Albin Joshy, M J Athulkrishna, Joel Biju, Bino Thomas, COLLEGE BUS SECURITY AND MANAGEMENT SYSTEM , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Amrutha Priya C B, Nitha C Velayudhan, Arjun K S, Aleena Francis, Divya P S, AI Enabled Robot for Data Collection in Unreachable and Extreme Environment , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- George P Kurias, Gokul Krishna AU, Jifith Joseph, Sharunmon R, Linsa Mathew, A Review of Methodologies for Detecting Missing and Wanted People Using Machine Learning and Video Surveillance , International Journal on Emerging Research Areas: Vol. 4 No. 2 (2024): IJERA
- Krishnendu B, Sreelakshmi A, Sumayya Maheen, Zameel Hassan, Honey Joseph, Chatbot-Enabled Symptom Assessment: Revolutionizing Disease Diagnosis and Patient Care , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
You may also start an advanced similarity search for this article.