Analyzing Public Sentiment on the Amazon Website: A GSK-based Double Path Transformer Network Approach for Sentiment Analysis

LK Kumar, VN Thatha, P Udayaraju, D Siri… - IEEE …, 2024 - ieeexplore.ieee.org
Sentiment Analysis (SA) holds considerable significance in comprehending public
perspectives and conducting precise opinion-based evaluations, making it a prominent …

Mitigating Class Imbalance in Sentiment Analysis through GPT-3-Generated Synthetic Sentences

C Suhaeni, HS Yong - Applied Sciences, 2023 - mdpi.com
In this paper, we explore the effectiveness of the GPT-3 model in tackling imbalanced
sentiment analysis, focusing on the Coursera online course review dataset that exhibits high …

[PDF][PDF] A Systematic Review of the Sentiment Analysis Models Used in Handling Polarity Shift

MK Murithi, AM Oirere, RN Ndung'u… - … Journal of Computing …, 2024 - researchgate.net
Purpose–This comprehensive review aims to analyze sentiment analysis models, focusing
on their effectiveness in managing polarity shifts (positive, neutral, and negative sentiments) …

A Machine Learning-based Automated Approach for Mining Customer Opinion

A Kumar - 2023 4th International Conference on Electronics …, 2023 - ieeexplore.ieee.org
Amazon Reviews allows customers to review the purchased or used products. This type of
user-generated content is incredibly helpful for e-commerce businesses; whether it is from …

Predictive Machine Learning Techniques for Diabetes Detection: An Analytical Comparison

A Saini, K Guleria, S Sharma - 2023 2nd Edition of IEEE Delhi …, 2023 - ieeexplore.ieee.org
Diabetes is a syndrome that happens due to high blood glucose/sugar which is the major
supplier of energy and is gained from the consumption of foods. When sufficient insulin is …

Comprehensive study of reviews from social media using machine learning techniques

RG Khalkar, MS Bewoor, SP Medhane… - Advances in AI for …, 2024 - taylorfrancis.com
Purchasing of product online is very common. So, huge amount of data is available on e-
commerce to analyze. Most of the users share and exchange their views through social …