Year: 2025
Type: article
Abstract: The research studies on the emotion analysis in movie reviews by machine learning approach using the Random Forest Classifier. The advanced pre-processing techniques and ensemble learning have together striven for the performance of the model in handling noisy and imbalanced datasets. This study emphasizes the importance of automation and feature selection for the area of sentiment analysis which could be applied practically to fields like social networking, healthcare, and e-commerce. Hence future studies may try and incorporate deep learning for enhanced ontological understanding and extend it to multi-lingual support.
Authors: Ayush Awasthi, Akshat Bhatnagar, Vishakha Saxena
Institution: Galgotias University
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W4409893828