Exploring the Effectiveness of Machine Learning and Deep Learning Algorithms for Sentiment Analysis: A Systematic Literature Review

Sentiment Analysis, a significant domain within Natural Language Processing (NLP), focuses on extracting and interpreting subjective information—such as emotions, opinions, and attitudes—from textual data. With the increa... | Find, read and cite all the research you need on Tech Science Press

Authors

Publication Details

Journal
Computers, materials & continua/Computers, materials & continua (Print)
Published
2025-01-01
DOI
https://doi.org/10.32604/cmc.2025.066910
Citations
2
Primary Topic
Sentiment Analysis and Opinion Mining
Type
article
Field-Weighted Citation Impact
4.96

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article

Exploring the Effectiveness of Machine Learning and Deep Learning Algorithms for Sentiment Analysis: A Systematic Literature Review

Jungpil Shin, Pankoo Kim, Wahidur Rahman, Md. Sohel Rana et al.
2 citations
Computers, materials & continua/Computers, materials & continua (Print)
Sentiment Analysis and Opinion Mining
4.96
article

Exploring the Effectiveness of Machine Learning and Deep Learning Algorithms for Sentiment Analysis: A Systematic Literature Review

Jungpil Shin, Pankoo Kim, Wahidur Rahman, Md. Sohel Rana, Tanvir Ahmed, Bakhtiar Mazrur, Md. Mohsin Mia, Romana Idress Ekfa
article en
2 citations

Abstract

Sentiment Analysis, a significant domain within Natural Language Processing (NLP), focuses on extracting and interpreting subjective information—such as emotions, opinions, and attitudes—from textual data. With the increa... | Find, read and cite all the research you need on Tech Science Press

Computers, materials & continua/Computers, materials & continua (Print)Vol. 84(3)
University of Aizu, INNOPOLIS Foundation
Openalex Percentile: Top 5%
Sentiment Analysis and Opinion Mining
4.96
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