Challenges and future in deep learning for sentiment analysis: a comprehensive review and a proposed novel hybrid approach

MS Islam, MN Kabir, NA Ghani, KZ Zamli… - Artificial Intelligence …, 2024 - Springer
Social media is used to categorise products or services, but analysing vast comments is time-
consuming. Researchers use sentiment analysis via natural language processing …

A CNN-LSTM-based hybrid deep learning approach for sentiment analysis on Monkeypox tweets

KK Mohbey, G Meena, S Kumar, K Lokesh - New Generation Computing, 2024 - Springer
The research on sentiment analysis has shown a great deal of utility in the field of public
health, specifically in the investigation of infectious illnesses. As the world begins to …

[HTML][HTML] Sentiment analysis on images using convolutional neural networks based Inception-V3 transfer learning approach

G Meena, KK Mohbey, S Kumar - International journal of information …, 2023 - Elsevier
Sentiment analysis has become a precious tool for businesses because it can be used in so
many ways: to find out what customers think about products and services, to build customer …

Identifying emotions from facial expressions using a deep convolutional neural network-based approach

G Meena, KK Mohbey, A Indian, MZ Khan… - Multimedia Tools and …, 2024 - Springer
Sentiment identification on facial expression is an interesting study domain with applications
in various disciplines, including security, health, and human-machine interfaces. The main …

Image-based sentiment analysis using InceptionV3 transfer learning approach

G Meena, KK Mohbey, S Kumar, RK Chawda… - SN Computer …, 2023 - Springer
There has been a recent shift from using text-based sentiment analysis in favor of an image-
based method. In recent years, transfer learning methods have been widely utilized in …

A Review on Current Trends and Applications of Social Media Research in Sri Lanka

IU Hewapathirana - Cloud Computing and Data Science, 2023 - ojs.wiserpub.com
Standard research on social media and its applications has been widely disseminated in
developed nations. But in Sri Lanka, research in this area has been released far less …

Sentiment analysis from images using vgg19 based transfer learning approach

G Meena, KK Mohbey, A Indian, S Kumar - Procedia Computer Science, 2022 - Elsevier
Using image sentiment analysis rather than text sentiment analysis to make different
judgments has grown increasingly popular recently. In recent years, transfer learning …

Sentiment analysis of Indonesian datasets based on a hybrid deep-learning strategy

CH Lin, U Nuha - Journal of Big Data, 2023 - Springer
Various attempts have been conducted to improve the performance of text-based sentiment
analysis. These significant attempts have focused on text representation and model …

Contradiction in text review and apps rating: prediction using textual features and transfer learning

T Aljrees, M Umer, O Saidani, L Almuqren… - PeerJ Computer …, 2024 - peerj.com
Mobile app stores, such as Google Play, have become famous platforms for practically all
types of software and services for mobile phone users. Users may browse and download …

Sentiment Analysis of Google Classroom Application Using Machine Learning Techniques

KT Shandana, A Aminuddin, EH Saputra… - 2023 International …, 2023 - ieeexplore.ieee.org
This research analyzes the social sentiment of the academic community towards the digital
education platform Google Classroom. Artificial intelligence algorithms such as Naïve …