
Fatima Shannag- PhD in computer science
- Assistant professor at Amman Arab University
Fatima Shannag
- PhD in computer science
- Assistant professor at Amman Arab University
Artificial Intelligence,Machine Learning optimization, Natural language processing.
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14
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Introduction
Skills and Expertise
Current institution
Publications
Publications (14)
The digital landscape and rapid advancement of Information and Communication Technology have significantly increased social interactions, but it has also led to a rise in harmful behaviours such as offensive language, cyberbullying, and HS. Addressing online harassment is critical due to its severe consequences. This study offers a comprehensive ev...
Billions of people spend hours on social media platforms every day. While there are numerous known benefits of social media, hate speech and abusive language on social media platforms have become an increasingly serious social problem affecting individuals and societies' psychological state. Detecting and preventing hate speech and abusive language...
Citation: Alhamad, H.A. ; Shehab, M.; Shambour, M.K.Y.; Abu-Hashem, M.A.; Abuthawabeh, A.; Al-Aqrabi, H.; Daoud, M.S.; Shannaq, F.B. Handwritten Recognition Techniques: A Comprehensive Review. Symmetry 2024, 16, 681. https://doi. Abstract: Given the prevalence of handwritten documents in human interactions, optical character recognition (OCR) for d...
Artificial Intelligence techniques, such as optimization algorithms, have become essential for success in many fields. Therefore, most researchers, especially in computer and engineering sciences, focused their efforts and abilities on adapting the optimization algorithms for solving various problems. This review introduces one of the recent nature...
Smart contracts offer automation for various decentralized applications but suffer from vulnerabilities that cause financial losses. Detecting vulnerabilities is critical to safeguarding decentralized applications before deployment. Automatic detection is more efficient than manual auditing of large codebases. Machine learning (ML) has emerged as a...
The problem of finding the shortest path between two nodes is a common problem that requires a solution in many applications like games, robotics, and real-life problems. Since its deals with a large number of possibilities. Therefore, parallel algorithms are suitable to solve this optimization problem that has attracted a lot of researchers from b...
Cyberbullying (CB) is classified as one of the severe misconducts on social media. Many CB detection systems have been developed for many natural languages to face this phenomenon. However, Arabic is one of the under-resourced languages suffering from the lack of quality datasets in many computational research areas. This paper discusses the design...
Social networks facilitate communication between people from all over the world. Unfortunately, the excessive use of social networks leads to the rise of antisocial behaviors such as the spread of online offensive language, cyberbullying (CB), and hate speech (HS). Therefore, abusive\offensive and hate detection become a crucial part of cyberharass...
Preterm birth, defined as a delivery before 37 weeks' gestation, continues to affect 8-15% of all pregnancies and is associated with significant neonatal morbidity and mortality. Effective prediction of timing of delivery among women identified to be at significant risk for preterm birth would allow proper implementation of prophylactic therapeutic...
Event detection is essential for decision makers
to understand the events surrounding their real world. Social
media microblogging platforms play a significant role in our
life. One of these platforms is Twitter, which has an extreme
high exchange rate and accordingly has become a valuable and
relevant source for many political and social events. E...