A survey of sentiment analysis in social media

L Yue, W Chen, X Li, W Zuo, M Yin - Knowledge and Information Systems, 2019 - Springer
Sentiments or opinions from social media provide the most up-to-date and inclusive
information, due to the proliferation of social media and the low barrier for posting the …

Beyond sentiment analysis: A review of recent trends in text based sentiment analysis and emotion detection

LP Hung, S Alias - Journal of Advanced Computational Intelligence …, 2023 - jstage.jst.go.jp
Sentiment Analysis is probably one of the best-known area in text mining. However, in
recent years, as big data rose in popularity more areas of text classification are being …

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 …

User reviews: Sentiment analysis using lexicon integrated two-channel CNN–LSTM​ family models

W Li, L Zhu, Y Shi, K Guo, E Cambria - Applied Soft Computing, 2020 - Elsevier
Sentiment analysis, which refers to the task of detecting whether a textual item (eg, a product
review and a blog post) expresses a positive or negative opinion in general or about a given …

Ranking products through online reviews: A method based on sentiment analysis technique and intuitionistic fuzzy set theory

Y Liu, JW Bi, ZP Fan - Information Fusion, 2017 - Elsevier
Online product reviews have significant impacts on consumers' purchase decisions. To
support consumers' purchase decisions, how to rank the products through online reviews is …

Sentiment analysis of big data: methods, applications, and open challenges

S Shayaa, NI Jaafar, S Bahri, A Sulaiman, PS Wai… - Ieee …, 2018 - ieeexplore.ieee.org
The development of IoT technologies and the massive admiration and acceptance of social
media tools and applications, new doors of opportunity have been opened for using data …

Social network behavior and public opinion manipulation

L Chen, J Chen, C **a - Journal of Information Security and Applications, 2022 - Elsevier
The scope of cyberspace weapons is expanding from the physical network domain to the
cognitive information domain. Technologies such as network penetration, public opinion …

A method for multi-class sentiment classification based on an improved one-vs-one (OVO) strategy and the support vector machine (SVM) algorithm

Y Liu, JW Bi, ZP Fan - Information Sciences, 2017 - Elsevier
Multi-class sentiment classification is a valuable research topic with extensive applications;
however, studies in the field remain relatively scarce. In the present paper, a method for …

Sentiment analysis: a review and comparative analysis over social media

NK Singh, DS Tomar, AK Sangaiah - Journal of Ambient Intelligence and …, 2020 - Springer
Sentiment analysis is the computational examination of end user's opinion, attitudes and
emotions towards a particular topic or product. Sentiment analysis classifies the message …

Sentiment analysis technique and neutrosophic set theory for mining and ranking big data from online reviews

I Awajan, M Mohamad, A Al-Quran - IEEE Access, 2021 - ieeexplore.ieee.org
Recently, a huge amount of online consumer reviews (OCRs) is being generated through
social media, web contents, and microblogs. This scale of big data cannot be handled by …