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 …

Sentiment analysis with ensemble hybrid deep learning model

KL Tan, CP Lee, KM Lim, KSM Anbananthen - IEEE Access, 2022 - ieeexplore.ieee.org
The rapid development of mobile technologies has made social media a vital platform for
people to express their feelings and opinions. Understanding the public opinions can be …

Robustness of models addressing Information Disorder: A comprehensive review and benchmarking study

G Fenza, V Loia, C Stanzione, M Di Gisi - Neurocomputing, 2024 - Elsevier
Abstract Machine learning and deep learning models are increasingly susceptible to
adversarial attacks, particularly in critical areas like cybersecurity and Information Disorder …

TripAdvisor Restaurant Customer Reviews Analysis in Bangkok, Thailand

N Pleerux, W Boonpook, A Chaiyo… - … Conference On Cyber …, 2023 - ieeexplore.ieee.org
There are currently a plethora of customer reviews online through websites such as
TripAdvisor that can be utilized to satisfy customer needs. This study examined TripAdvisor …

Sentiment analysis of IMDB movie reviews: a comparative study of Lexicon based approach and BERT Neural Network model

PSSV Domadula, SS Sayyaparaju - 2023 - diva-portal.org
Background: Movies have become an important marketing and advertising tool that can
influence consumer behaviour and trends. Reading film reviews is an im-important part of …

Enhancing the Potential of Machine Learning for Immersive Emotion Recognition in Virtual Environment

M Abinaya, G Vadivu - EAI Endorsed Transactions on Scalable …, 2024 - publications.eai.eu
Emotion recognition is an immense challenge for immersive technology. In order to detect
the emotions of the user, we use machine learning methods and techniques to use the …

Evaluation of Different Machine Learning Methods for Sentiment Analysis of Indian Languages

D Sharma - … and Optimization (Trends and Future Directions) …, 2024 - ieeexplore.ieee.org
The volume of information accessible via websites is consistently and substantially
increasing on a global scale. The primary issue is not the sharing of data but rather the …

A Weighted Two-Level Ensemble Model for Sentiment Analysis of Finance Minister of Indonesia

WF Satrya, R Aprilliyani - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The performance of ensemble learning depends on the performance of each weak learner.
Assuming all weak learners are equal may lead to poor results. Therefore, determining the …