Arabic Text Classification: A Review Study on Feature Selection Methods
Published in: 22nd International Arab Conference on Information Technology (ACIT)
Dec 21, 2021
Musab Hijazi
Akarm Zeki
Amelia Ismail
The Use of Topic Modeling in Mining Customers’ Reviews
Published in: The International Arab Conference on Information Technology ACIT’2021
Dec 17, 2021
Shorouq Eletter
Kholoud AlQeisi
Ghaleb El Refae
Social media is becoming one of the most influential tools in this century. Users of social media platforms generate a vast amount of content that can be used by the end user to analyze, measure, monitor, and interpret people's thoughts, beliefs, opinions, feelings, and even relationships. Given the huge impact of social media on business performance, companies are creating their own platforms to have more channels through which they can gain insights into customers' views on products and servi...
Model-Driven Approach to Smart Grid Stability Prediction in Neo4j
Published in: International Conference on Science, Technology and Management in Energy (eNergetics)
Dec 08, 2021
Nenad Petrovic
Issam Al-Azzoni
Abdullah Alqahtani
Stability is of utmost importance when it comes to smart grid infrastructures. Dramatic parameter variations and fluctuations can lead to wrong decisions, which could lead to fatal consequences. In this paper, we propose a model-driven methodology for highly automated machine learning approach to smart grid stability prediction. Stability prediction is treated as binary classification problem and implemented relying on Neo4j graph database's Graph Data Science Library (GDS). The proposed framew...
A Utility to Transform CSV Data into EMF
Published in: International Conference on Software Defined Systems (SDS)
Dec 06, 2021
Issam Al-Azzoni
Nenad Petrovic
Abdullah Alqahtani
With the era of data evolution, enterprises increasingly depend on data utilization tools to import or export data from various data sources. Traditionally, enterprises archive such data into row formats, commonly in CSV files. The flat representation of these files has become an excessive burden to opt the right approach for developing and designing applications that structurally meet business needs. CASE (Computer-Aided Software Environment) tools have been praised by domain experts to build ...