A modernized approach to sentiment analysis of product reviews using BiGRU and RNN based LSTM deep learning models

A modernized approach to sentiment analysis of product reviews using BiGRU and RNN based LSTM deep learning models

Abstract With the advent of Web 2.0 and popularization of online shopping applications, there has been a huge upsurge of user generated content in recent times. Leading companies and top brands are trying to exploit this data and analyze the market demands and reach of their products among consumers...

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Bibliographic Details
Main Authors: L. Godlin Atlas, Daniel Arockiam, Arvindhan Muthusamy, Balamurugan Balusamy, Shitharth Selvarajan, Taher Al-Shehari, Nasser A. Alsadhan
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Sentiment analysis
Product reviews
Deep learning
LSTM
BiGRU
Natural language processing
Online Access:https://doi.org/10.1038/s41598-025-01104-0
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https://doi.org/10.1038/s41598-025-01104-0

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