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Role of machine learning in sentiment analysis: trends, challenges, and future directions

Shabari Shedthi B1 and Vidyasagar Shetty2,    1Department of Computer Science and Engineering, NMAM Institute of Technology (Nitte Deemed to be University), Nitte, Karnataka, India,    2Department of Mechanical Engineering, NMAM Institute of Technology (Nitte Deemed to be University), Nitte, Karnataka, India

Abstract

Sentiment analysis (SA) using natural language is one of the most exciting topics in this decade due to the widespread use of social media, which helps analyze interactions between people and determine the important structural patterns in such communications. SA is defined as a field of study that uses intelligence methods to analyze, process, ...

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