Framework for Improved Sentiment Analysis via Random Minority Oversampling for User Tweet Review Classification

Framework for Improved Sentiment Analysis via Random Minority Oversampling for User Tweet Review Classification

Social networks such as twitter have emerged as social platforms that can impart a massive knowledge base for people to share their unique ideas and perspectives on various topics and issues with friends and families. Sentiment analysis based on machine learning has been successful in discovering th...

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Bibliographic Details
Main Authors: Saleh Naif Almuayqil, Mamoona Humayun, N. Z. Jhanjhi, Maram Fahaad Almufareh, Danish Javed
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Electronics
Subjects:
sentiment analysis (SA)
sentiment classification
resampling
random minority oversampling
random majority under sampling
deep learning (DL)
Online Access:https://www.mdpi.com/2079-9292/11/19/3058

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