A Hybrid Deep Learning Approach for Enhanced Sentiment Classification and Consistency Analysis in Customer Reviews

A Hybrid Deep Learning Approach for Enhanced Sentiment Classification and Consistency Analysis in Customer Reviews

Consumer reviews play a pivotal role in shaping purchasing decisions and influencing the reputation of businesses in today’s digital economy. This paper presents a novel hybrid deep learning model, WDE-CNN-LSTM, designed to enhance the sentiment classification of consumer reviews. The model leverage...

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Bibliographic Details
Main Authors: Shaymaa E. Sorour, Abdulrahman Alojail, Amr El-Shora, Ahmed E. Amin, Amr A. Abohany
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Mathematics
Subjects:
consumer reviews
sentiment analysis
deep learning (DL)
WDE-CNN-LSTM
consistency analysis
Online Access:https://www.mdpi.com/2227-7390/12/23/3856
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