Sentiment Analysis on movie reviews using BERT algorithm

S T C Thiyagesh; C. Kavitha

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Research Article

Sentiment Analysis on movie reviews using BERT algorithm

S T C Thiyagesh1C. Kavitha2

¹ Department of Computer Science, Sri Kaliswari College (Autonomus), Sivakasi, Tamilnadu, India. ² Assistant professor, Department of Computer Science, Sri Kaliswari College (Autonomus), Sivakasi, Tamilnadu, India.

Published Online: March-April 2024

Pages: 86-87

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Sentiment analysis is essential for comprehending public opinion on a wide range of subjects, including films. This study examines how well the Bidirectional Encoder Representations from Transformers (BERT) algorithm performs sentiment analysis on reviews of motion pictures. We examine BERT's advantages in gathering contextual data and its applicability to this purpose. The process, including data preparation, model optimization, and assessment measures, is described in depth in the paper. We showcase the outcomes and juxtapose them with alternative sentiment analysis methodologies. In conclusion, we address the constraints of our research and provide possible avenues for further development.

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Sentiment Analysis on movie reviews using BERT algorithm

¹ Department of Computer Science, Sri Kaliswari College (Autonomus), Sivakasi, Tamilnadu, India. ² Assistant professor, Department of Computer Science, Sri Kaliswari College (Autonomus), Sivakasi, Tamilnadu, India.

Published Online: March-April 2024

Pages: 86-87

Cite this article

Abstract

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