A systematic review of emoji: Current research and future perspectives

Q Bai, Q Dan, Z Mu, M Yang - Frontiers in psychology, 2019 - frontiersin.org
A growing body of research explores emoji, which are visual symbols in computer mediated
communication (CMC). In the 20 years since the first set of emoji was released, research on …

Sentiment analysis on Twitter: A text mining approach to the Syrian refugee crisis

N Öztürk, S Ayvaz - Telematics and Informatics, 2018 - Elsevier
The use of social media has become an integral part of daily routine in modern society.
Social media portals offer powerful public platforms where people can freely share their …

Next frontiers of research in data driven marketing: Will techniques keep up with data tsunami?

J Sheth, CH Kellstadt - Journal of Business Research, 2021 - Elsevier
The purpose of the paper is to provide a historical evolution of data driven marketing and
suggest next frontiers of research opportunities as a consequence of digital tsunami as well …

[HTML][HTML] Improving sentiment analysis accuracy with emoji embedding

C Liu, F Fang, X Lin, T Cai, X Tan, J Liu, X Lu - Journal of Safety Science …, 2021 - Elsevier
Due to the diversity and variability of Chinese syntax and semantics, accurately identifying
and distinguishing individual emotions from online texts is challenging. To overcome this …

Diabetes on Twitter: a sentiment analysis

E Gabarron, E Dorronzoro… - Journal of diabetes …, 2019 - journals.sagepub.com
Background: Contents published on social media have an impact on individuals and on their
decision making. Knowing the sentiment toward diabetes is fundamental to understanding …

[HTML][HTML] The challenges and approaches during the detection of cyberbullying text for low-resource language: A literature review

MN Hoque, P Chakraborty… - ECTI Transactions on …, 2023 - ph01.tci-thaijo.org
Objective: The primary intent of this paper is to review related studies that are more
corresponding to the detection offive variants of cyberbullying text, such as abusive, hateful …

Hybrid neural network for Sina Weibo sentiment analysis

M Ling, Q Chen, Q Sun, Y Jia - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Sina Weibo sentiment analysis technology provides the methods to survey public emotion
about the related events or products in China. Most of the current works in sentiment …

Exploring childhood vaccination themes and public opinions on Twitter: A semantic network analysis

JD Featherstone, JB Ruiz, GA Barnett… - Telematics and Informatics, 2020 - Elsevier
During the summer of 2018, a measles outbreak hit Europe, resulting in infections and
deaths. Reports link the outbreak to increasing vaccine hesitancy fueled partly by anti …

[PDF][PDF] Performance evaluation of sentiment analysis on text and emoji data using end-to-end, transfer learning, distributed and explainable ai models

S Velampalli, C Muniyappa, A Saxena - Journal of Advances in Information …, 2022 - jait.us
Emojis are being frequently used in today's digital world to express from simple to complex
thoughts more than ever before. Hence, they are also being used in sentiment analysis and …

Emoji alter the perception of emotion in affectively neutral text messages

LAG Neel, JG McKechnie, CM Robus… - Journal of Nonverbal …, 2023 - Springer
Previous studies of emoji effects on text sentiment demonstrate mixed findings. Further,
these studies are limited by confounds, eg, underlying text sentiment, lack of ecological …