Piruntha Navanesan

student

I am Piruntha Navanesan, Undergraduate of Department of Computer Science and Engineering, University of Moratuwa. I have worked in GE Transportation, Colombo (ShipXpress), as a software engineer intern for six months. I worked on the research project named Emotion Analysis for Conversational Texts as my final year project using NLP and Machine Learning.

I’m working on the project which is Emotion Analysis for Conversational Texts.

Brief Description of Project

This is a Deep Learning based approach to classify the emotion of a textual utterance given its two previous turns of context. Happy, Sad, and Angry are the main emotion classes to be considered. The main objective of the project is to propose an effective and efficient model to analyze the emotions in conversational texts. The solution contains 3 main components such as pre-processing, word embedding, and classification.

Link to Paper - https://ieeexplore.ieee.org/abstract/document/9325442

Team Members - Jarsigan Vickneswaran, Vahesan Vijayaratnam