Systematic reviews in sentiment analysis: a tertiary study

A Ligthart, C Catal, B Tekinerdogan - Artificial intelligence review, 2021 - Springer
With advanced digitalisation, we can observe a massive increase of user-generated content
on the web that provides opinions of people on different subjects. Sentiment analysis is the …

Lexicon annotation in sentiment analysis for dialectal Arabic: Systematic review of current trends and future directions

SM Sherif, AH Alamoodi, OS Albahri, S Garfan… - Information Processing …, 2023 - Elsevier
Due to the vast volumes of newly streamed data on the Internet and social media, the use of
sentiment analysis (SA) to extract information and analyze people's opinions has become a …

Survey on sentiment analysis: evolution of research methods and topics

J Cui, Z Wang, SB Ho, E Cambria - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis, one of the research hotspots in the natural language processing field,
has attracted the attention of researchers, and research papers on the field are increasingly …

Transfer learning for sentiment analysis using BERT based supervised fine-tuning

NJ Prottasha, AA Sami, M Kowsher, SA Murad… - Sensors, 2022 - mdpi.com
The growth of the Internet has expanded the amount of data expressed by users across
multiple platforms. The availability of these different worldviews and individuals' emotions …

Multi-class sentiment analysis of urdu text using multilingual BERT

L Khan, A Amjad, N Ashraf, HT Chang - Scientific Reports, 2022 - nature.com
Sentiment analysis (SA) is an important task because of its vital role in analyzing people's
opinions. However, existing research is solely based on the English language with limited …

Hybrid deep learning models for sentiment analysis

CN Dang, MN Moreno-García, F De la Prieta - Complexity, 2021 - Wiley Online Library
Sentiment analysis on public opinion expressed in social networks, such as Twitter or
Facebook, has been developed into a wide range of applications, but there are still many …

An effective BERT-based pipeline for Twitter sentiment analysis: A case study in Italian

M Pota, M Ventura, R Catelli, M Esposito - Sensors, 2020 - mdpi.com
Over the last decade industrial and academic communities have increased their focus on
sentiment analysis techniques, especially applied to tweets. State-of-the-art results have …

Ensemble transfer learning-based multimodal sentiment analysis using weighted convolutional neural networks

A Ghorbanali, MK Sohrabi, F Yaghmaee - Information Processing & …, 2022 - Elsevier
Huge amounts of multimodal content and comments in a mixture form of text, image, and
emoji are continuously shared by users on various social networks. Most of the comments of …

Progress of IoT research technologies and applications serving Hajj and Umrah

MK Shambour, A Gutub - Arabian Journal for Science and Engineering, 2022 - Springer
The term IoT technology is associated with many fields, including scientific, commercial,
industrial, health, transportation and other fields, which became a necessity of daily life …

Arabic tweets-based sentiment analysis to investigate the impact of COVID-19 in KSA: a deep learning approach

A Alqarni, A Rahman - Big Data and Cognitive Computing, 2023 - mdpi.com
The World Health Organization (WHO) declared the outbreak of Coronavirus disease 2019
(COVID-19) a pandemic on 11 March 2020. The evolution of this pandemic has raised …