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A Review on Data Driven Machine Learning Models for Semantic Classification

Mohit Thakur

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Paper Contents

Abstract

Opinion Mining and sentiment analysis of big data has been seen as an active area of research lately. It has a wide range of applications in information systems, including classifying reviews, summarizing review and other real time applications. There are promising possibilities to use sentiment analysis in real time business models. The present work focuses on sentient analysis by classification of tweets from social media (twitter) data. Since the data sets are often extremely large and complex, hence off late, opinion mining and sentiment analysis is executed based on artificial intelligence and machine learning models. This paper presents a systematic review of the existing methods for sentiment analysis of social media data along with their salient contribution.

Copyright

Copyright © 2025 Mohit Thakur. This is an open access article distributed under the Creative Commons Attribution License.

Paper Details
Paper ID: IJPREMS51200015094
ISSN: 2321-9653
Publisher: ijprems
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