Fatima Shannag

Fatima Shannag
  • PhD in computer science
  • Assistant professor at Amman Arab University

Artificial Intelligence,Machine Learning optimization, Natural language processing.

About

14
Publications
2,635
Reads
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131
Citations
Current institution
Amman Arab University
Current position
  • Assistant professor

Publications

Publications (14)
Article
Full-text available
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...
Article
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...
Article
Full-text available
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...
Article
Full-text available
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...
Article
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...
Article
Full-text available
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...
Article
Full-text available
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...
Article
Full-text available
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...
Article
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...
Conference Paper
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...

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