Over a decade of social opinion mining: a systematic review

K Cortis, B Davis - Artificial intelligence review, 2021 - Springer
Social media popularity and importance is on the increase due to people using it for various
types of social interaction across multiple channels. This systematic review focuses on the …

Emotions matter: A systematic review and meta-analysis of the detection and classification of students' emotions in stem during online learning

A Anwar, IU Rehman, MM Nasralla, SBA Khattak… - Education …, 2023 - mdpi.com
In recent years, the rapid growth of online learning has highlighted the need for effective
methods to monitor and improve student experiences. Emotions play a crucial role in …

Intermediate-task transfer learning with BERT for sarcasm detection

E Savini, C Caragea - Mathematics, 2022 - mdpi.com
Sarcasm detection plays an important role in natural language processing as it can impact
the performance of many applications, including sentiment analysis, opinion mining, and …

Sarcasm detection over social media platforms using hybrid ensemble model with fuzzy logic

DK Sharma, B Singh, S Agarwal, N Pachauri… - Electronics, 2023 - mdpi.com
A figurative language expression known as sarcasm implies the complete contrast of what is
being stated with what is meant, with the latter usually being rather or extremely offensive …

[HTML][HTML] The power of emotions: Leveraging user generated content for customer experience management

M Sykora, S Elayan, IR Hodgkinson… - Journal of Business …, 2022 - Elsevier
Customer experience management (CEM) in the social media age finds itself needing to
adapt to a rapidly changing digital environment and hence there is a need for innovative …

Sarcasm detection over social media platforms using hybrid auto-encoder-based model

DK Sharma, B Singh, S Agarwal, H Kim, R Sharma - Electronics, 2022 - mdpi.com
Sarcasm is a language phrase that conveys the polar opposite of what is being said,
generally something highly unpleasant to offend or mock somebody. Sarcasm is widely …

Factbait: Emotionality of fact-checking tweets and users' engagement during the 2020 US presidential election and the COVID-19 pandemic

J Lee, BC Britt - Digital Journalism, 2023 - Taylor & Francis
Given the importance of fact-checking in reducing the spread of false information on social
media, prior research has examined effective fact-checking strategies. The current study …

Countering the cognitive, linguistic, and psychological underpinnings behind susceptibility to fake news: A review of current literature with special focus on the role of …

S Gaillard, ZA Oláh, S Venmans… - Frontiers in Communication, 2021 - frontiersin.org
Fake news poses one of the greatest threats to democracy, journalism, and freedom of
expression. In recent cases, fake news' designs are to create confusion and lower trust …

Fluctuations of psychological states on Twitter before and during COVID-19

J Massell, R Lieb, A Meyer, E Mayor - PLoS One, 2022 - journals.plos.org
The COVID-19 pandemic has been repeatedly associated with poor mental health. Previous
studies have mostly focused on short time frames such as around the first lockdown periods …

The effect of emotional positivity of brand-generated social media messages on consumer attention and information sharing

JS Oliveira, K Ifie, M Sykora, E Tsougkou… - Journal of business …, 2022 - Elsevier
The literature has overlooked whether emotional positivity in social media messages posted
by brands has the same effect on different types of consumer engagement behaviors on …