A survey of sentiment analysis: Approaches, datasets, and future research

KL Tan, CP Lee, KM Lim - Applied Sciences, 2023 - mdpi.com
Sentiment analysis is a critical subfield of natural language processing that focuses on
categorizing text into three primary sentiments: positive, negative, and neutral. With the …

Challenges and issues in sentiment analysis: A comprehensive survey

N Raghunathan, K Saravanakumar - IEEE Access, 2023 - ieeexplore.ieee.org
Sentiment analysis, a specialization of natural language processing (NLP), has witnessed
significant progress since its emergence in the late 1990s, owing to the swift advances in …

An enhanced approach for sentiment analysis based on meta-ensemble deep learning

R Kora, A Mohammed - Social Network Analysis and Mining, 2023 - Springer
Sentiment analysis, commonly known as “opinion mining,” aims to identify sentiment
polarities in opinion texts. Recent years have seen a significant increase in the acceptance …

Ensemble multifeatured deep learning models and applications: A survey

S Abimannan, ESM El-Alfy, YS Chang, S Hussain… - IEEE …, 2023 - ieeexplore.ieee.org
Ensemble multifeatured deep learning methodology has emerged as a powerful approach
to overcome the limitations of single deep learning models in terms of generalization …

Sentiment analysis of imbalanced datasets using BERT and ensemble stacking for deep learning

N Habbat, H Nouri, H Anoun, L Hassouni - Engineering Applications of …, 2023 - Elsevier
The Internet is a crucial way to share information in both personal and professional areas.
Sentiment analysis attracts great interest in marketing, research, and business today. The …

Construction of an aspect-level sentiment analysis model for online medical reviews

Y Zhao, L Zhang, C Zeng, W Lu, Y Chen… - Information Processing & …, 2023 - Elsevier
Online medical services have become increasingly popular, and patient feedback can
significantly influence other patients' medical decision-making. This study utilizes a double …

EDSA-Ensemble: an event detection sentiment analysis ensemble architecture

A Petrescu, CO Truica, ES Apostol… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
As global digitization continues to grow, technology becomes more affordable and easier to
use, and social media platforms thrive, becoming the new means of spreading information …

RoBERTa, ResNeXt and BiLSTM with self-attention: The ultimate trio for customer sentiment analysis

AJ Lak, R Boostani, FA Alenizi, AS Mohammed… - Applied Soft …, 2024 - Elsevier
Sentiment analysis of customer feedback is a pivotal component of Natural Language
Processing (NLP), enabling businesses to gauge consumer emotions towards their products …

DistilRoBiLSTMFuse: an efficient hybrid deep learning approach for sentiment analysis

SK Papia, MA Khan, T Habib, M Rahman… - PeerJ computer …, 2024 - peerj.com
In today's modern society, social media has seamlessly integrated into our daily routines,
providing a platform for individuals to express their opinions and emotions openly on the …

[HTML][HTML] Anti-drone systems: An attention based improved YOLOv7 model for a real-time detection and identification of multi-airborne target

G Yasmine, G Maha, M Hicham - Intelligent Systems with Applications, 2023 - Elsevier
Recently, with the significant rise of drones, reinforcing and securing aerial security and
privacy has become an urgent task. Their malicious use takes benefit from the malevolent …