Twitter mining for ontology-based domain discovery incorporating machine learning

B Abu-Salih, P Wongthongtham… - Journal of Knowledge …, 2018 - emerald.com
Purpose This paper aims to obtain the domain of the textual content generated by users of
online social network (OSN) platforms. Understanding a users' domain (s) of interest is a …

Ontology-based approach for identifying the credibility domain in social Big Data

P Wongthongtham, BA Salih - Journal of Organizational Computing …, 2018 - Taylor & Francis
The challenge of managing and extracting useful knowledge from social media data sources
has attracted much attention from academics and industry. To address this challenge …

Identifying accurate pro‐choice and pro‐life identity labels in Spanish: Social media insights and implications for comparative survey research

D Valdez, KN Jozkowski… - … on Sexual and …, 2022 - Wiley Online Library
Introduction Although debate remains about the saliency and relevance of pro‐choice and
pro‐life labels (as abortion belief indicators), they have been consistently used for decades …

Emphasizing essential words for sentiment classification based on recurrent neural networks

F Hu, L Li, ZL Zhang, JY Wang, XF Xu - Journal of Computer Science and …, 2017 - Springer
With the explosion of online communication and publication, texts become obtainable via
forums, chat messages, blogs, book reviews and movie reviews. Usually, these texts are …

[HTML][HTML] Graph embedding approaches for social media sentiment analysis with model explanation

VS Anoop, CS Krishna, UH Govindarajan - International Journal of …, 2024 - Elsevier
ChatGPT, the revolutionary chat agent launched in November 2022, is still an active topic of
discussion among technology enthusiasts. This open-ended chatbot allows human-like …

Online Social Media Reactions to the Overturn of Roe v. Wade: Public Health Implications and Policy Insights

D Valdez, L Mena-Meléndez, BL Crawford… - Sexuality Research and …, 2024 - Springer
Abstract Background The Supreme Court of the United States'(SCOTUS) decision in Dobbs
v. Jackson Women's Health Organization overturned the Court's previous decision in Roe v …

Social credibility incorporating semantic analysis and machine learning: A survey of the state-of-the-art and future research directions

B Abu-Salih, B Bremie, P Wongthongtham… - … Artificial Intelligence and …, 2019 - Springer
Abstract The wealth of Social Big Data (SBD) represents a unique opportunity for
organisations to obtain the excessive use of such data abundance to increase their …

[HTML][HTML] Difficulty regulating social media content of age-restricted products: comparing JUUL's official Twitter timeline and social media content about JUUL

D Valdez, JB Unger - JMIR infodemiology, 2021 - infodemiology.jmir.org
Background: In 2018, JUUL Labs Inc, a popular e-cigarette manufacturer, announced it
would substantially limit its social media presence in compliance with the Food and Drug …

Trustworthiness in social big data incorporating semantic analysis, machine learning and distributed data processing

BAAR Abu Salih - 2018 - espace.curtin.edu.au
This thesis presents several state-of-the-art approaches constructed for the purpose of (i)
studying the trustworthiness of users in Online Social Network platforms,(ii) deriving …

Memory-enhanced latent semantic model: short text understanding for sentiment analysis

F Hu, X Xu, J Wang, Z Yang, L Li - … 2017, Suzhou, China, March 27-30 …, 2017 - Springer
Short texts, such as tweets and reviews, are not easy to be processed using conventional
methods because of the short length, the irregular syntax and the lack of statistical signals …