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 …

Integration of deep learning into the iot: A survey of techniques and challenges for real-world applications

A Elhanashi, P Dini, S Saponara, Q Zheng - Electronics, 2023 - mdpi.com
The internet of things (IoT) has emerged as a pivotal technological paradigm facilitating
interconnected and intelligent devices across multifarious domains. The proliferation of IoT …

Sentiment analysis of customers' reviews using a hybrid evolutionary SVM-based approach in an imbalanced data distribution

R Obiedat, R Qaddoura, AZ Ala'M, L Al-Qaisi… - IEEE …, 2022 - ieeexplore.ieee.org
Online media has an increasing presence on the restaurants' activities through social media
websites, coinciding with an increase in customers' reviews of these restaurants. These …

[HTML][HTML] Sentiment analysis on Bangla text using extended lexicon dictionary and deep learning algorithms

NR Bhowmik, M Arifuzzaman, MRH Mondal - Array, 2022 - Elsevier
Sentiment analysis (SA) is a subset of natural language processing (NLP) research. In the
case of categorical weighted based dictionary with rule-based sentiment score generation …

Roberta-Gru: A hybrid deep learning model for enhanced sentiment analysis

KL Tan, CP Lee, KM Lim - Applied Sciences, 2023 - mdpi.com
This paper proposes a novel hybrid model for sentiment analysis. The model leverages the
strengths of both the Transformer model, represented by the Robustly Optimized BERT …

Bayesian game model based unsupervised sentiment analysis of product reviews

N Punetha, G Jain - Expert Systems with Applications, 2023 - Elsevier
Sentiment Analysis is a task of computationally recognizing and contextualizing opinions
stated in a text. We mainly assess whether the writer's attitude towards a specific topic, or a …

Aspect and orientation-based sentiment analysis of customer feedback using mathematical optimization models

N Punetha, G Jain - Knowledge and Information Systems, 2023 - Springer
Sentiment analysis is a natural language processing method used to assess data's positivity,
negativity, and neutrality. Several techniques were suggested as ways to solve the …

Game theory and MCDM-based unsupervised sentiment analysis of restaurant reviews

N Punetha, G Jain - Applied Intelligence, 2023 - Springer
Sentiment Analysis is a method to identify, extract, and quantify people's feelings, opinions,
or attitudes. The wealth of online data motivates organizations to keep tabs on customers' …

Impacts of Customer Feedback for Online-Offline Shopping using Machine Learning

P Sharma, R Kumar, M Gupta - 2021 2nd International …, 2021 - ieeexplore.ieee.org
" Voice of the customer" is an extraordinary source for getting customer reviews and
provides huge awareness into customer's preferences towards a product or service. In an e …

Bangla food review sentimental analysis using machine learning

MIH Junaid, F Hossain, US Upal… - 2022 IEEE 12th …, 2022 - ieeexplore.ieee.org
In this modern age, people are dependent on the internet. They prefer to order food online or
Food App rather than the restaurant. They are giving various reviews online about the foods …