A comparative study on bio-inspired algorithms for sentiment analysis

A Yadav, DK Vishwakarma - Cluster Computing, 2020‏ - Springer
Data mining is one of the most explored and ongoing areas of research. Sentiment analysis
is a popular application of data mining, where the information regarding the customer's …

Light gradient boosting machine for general sentiment classification on short texts: a comparative evaluation

F Alzamzami, M Hoda, A El Saddik - IEEE access, 2020‏ - ieeexplore.ieee.org
Recently, the focus on sentiment analysis has been domain dependent even though the
expressions used by the public are unsophisticatedly familiar regardless of the topics or …

Ontology-driven aspect-based sentiment analysis classification: An infodemiological case study regarding infectious diseases in Latin America

JA García-Díaz, M Cánovas-García… - Future Generation …, 2020‏ - Elsevier
Infodemiology is the process of mining unstructured and textual data so as to provide public
health officials and policymakers with valuable information regarding public health. The …

Sentiment analysis for cruises in Saudi Arabia on social media platforms using machine learning algorithms

B Al Sari, R Alkhaldi, D Alsaffar, T Alkhaldi… - Journal of big Data, 2022‏ - Springer
Social media has great importance in the community for discussing many events and
sharing them with others. The primary goal of this research is to study the quality of the …

Synthetic minority oversampling in addressing imbalanced sarcasm detection in social media

A Banerjee, M Bhattacharjee, K Ghosh… - Multimedia Tools and …, 2020‏ - Springer
Recent developments in sarcasm detection have been emerged as extremely successful
tools in Social media opinion mining. With the advent of machine learning tools, accurate …

Sentiment analysis for the Brazilian anesthesiologist using multi-layer perceptron classifier and random forest methods

J Asian, MD Rosita, T Mantoro - Jurnal Online Informatika, 2022‏ - join.if.uinsgd.ac.id
Sexual harassment is defined as giving sexual attention both verbally, either in speech or
writing, and physically to victims who are predominantly women, On July 13, 2022, there …

Marvalous: Machine learning based detection of emotions in the valence-arousal space in software engineering text

MR Islam, MK Ahmmed, MF Zibran - Proceedings of the 34th ACM …, 2019‏ - dl.acm.org
Emotion analysis in text has drawn recent interests in the software engineering (SE)
community. Existing domain-independent techniques for automated emotion/sentiment …

Systematic literature review for sentiment analysis using big data social media streams

P Saxena, S Sharma - 2022 5th International Conference on …, 2022‏ - ieeexplore.ieee.org
Social media is a potential tool for people to communicate with each other remotely and
express their opinions and feelings about any subject of concern. This behaviour generates …

Perbandingan analisis sentimen PLN Mobile: Machine learning vs. deep learning

I Akbar, M Faisal - JOINTECS (Journal of Information …, 2024‏ - repository.uin-malang.ac.id
Rating ulasan aplikasi play store memiliki nilai strategis karena merupakan informasi
penting bagi pengembang aplikasi untuk meningkatkan kualitas layanan di dunia digital …

[HTML][HTML] A multilayer CARU framework to obtain probability distribution for paragraph-based sentiment analysis

W Ke, KH Chan - Applied Sciences, 2021‏ - mdpi.com
Paragraph-based datasets are hard to analyze by a simple RNN, because a long sequence
always contains lengthy problems of long-term dependencies. In this work, we propose a …