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
- Niya Joseph, Tintu Alphonsa Thomas, A Systematic Review of Content-Based Image Retrieval Techniques , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Amal M R, Alaina, Alfred P Benjamin, Aida Shaji, Abin Josy, HEALTHLINK-Enhancing Access to Medical Information and Securing It , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Amina Manaf , Ance Maria Joseph , Angel Joy , Anjaly Anilkumar , K S Rekha, Driver Drowsiness Detection Using Python , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Prof.Pavitha P.P , S Abhinav, Abida P Vaidyan , B Parvathi, A Critical Evaluation on Line of Sight Based Data Transmission A Review , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Linsa Mathew, Jifith Joseph, George P Kurias, Gokul Krishna A U, Sharunmon R, TraceFusion: Precision AI for Missing and Wanted Person Detection , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Akhil Mathew Mohan, Alan Maria George, Arathy Baby, Gopika S, Syam Gopi, Abubeker K.M, Real-time Air Quality Index Monitoring and Alert System using IoT Technology , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Kaveri S, Pooja Satheesh, Kesiya Susan John, Reubel K Wilson, Dr. Jacob John, Predictive Maintenance of Machines Using IoT and Machine Learning , International Journal on Emerging Research Areas: Vol. 4 No. 2 (2024): IJERA
- Adams Mathew, Adithya Sanil, Akhil J Medackal, Nikhil J Medackal, Dyni Thomas, A Literature Review on IMAGE FORGERY DETECTION , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Badarunnisa T S, Albert Titto, Ajay C R, Vivek K R, Nandakumar M M, Sreehari N A, Ajildeep U P, Pinto Sabu, NOTE NEXUS , International Journal on Emerging Research Areas: Vol. 5 No. 1 (2025): IJERA
- Jibin Jacob, Joel John, John Ashwin Delmon, Farhan Zuhair, Sinciya P.O, LOCAL WANDERER , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
You may also start an advanced similarity search for this article.