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An E-Business Event Stream Mechanism for Improving User Tracing Processes
Faculty
Computer Science
Year:
2021
Type of Publication:
ZU Hosted
Pages:
784–767
Authors:
Wael Said AbdelMageed Mohamed
Staff Zu Site
Abstract In Staff Site
Journal:
CMC-Computers, Materials & Continua Tech Science Press (TSP)
Volume:
69
Keywords :
, E-Business Event Stream Mechanism , Improving User
Abstract:
With the rapid development in business transactions, especially in recent years, it has become necessary to develop different mechanisms to trace business user records in web server log in an efficient way. Online business transactions have increased, especially when the user or customer cannot obtain the required service. For example, with the spread of the epidemic Coronavirus (COVID-19) throughout the world, there is a dire need to rely more on online business processes. In order to improve the efficiency and performance of E-business structure, a web server log must be well utilized to have the ability to trace and record infinite user transactions. This paper proposes an event stream mechanism based on formula patterns to enhance business processes and record all user activities in a structured log file. Each user activity is recorded with a set of tracing parameters that can predict the behavior of the user in business operations. The experimental results are conducted by applying clustering-based classification algorithms on two different datasets; namely, Online Shoppers Purchasing Intention and Instacart Market Basket Analysis. The clustering process is used to group related objects into the same cluster, then the classification process measures the predicted classes of clustered objects. The experimental results record provable accuracy in predicting user preferences on both datasets.
Author Related Publications
Wael Said AbdelMageed Mohamed, "A big data approach to sentiment analysis using greedy feature selection with cat swarm optimization-based long short-term memory neural networks", Springer Nature, 2018
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Wael Said AbdelMageed Mohamed, "Improving the reconstruction of dental occlusion using a reconstructed‑based identical matrix point technique", Springer Nature Switzerland AG, 2021
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Wael Said AbdelMageed Mohamed, "Connection-Adjustable Network Slicing Process for Heterogeneous Service Handling in Real-Time Applications", American Scientific Publishers, 2022
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Wael Said AbdelMageed Mohamed, "A Multi-Factor Authentication-Based Framework for Identity Management in Cloud Applications", Tech Science Press, 2021
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Department Related Publications
Ahmed Salah Mohamed Mostafa, "Cluster-Distribute-Align-Merge: A General Algorithm to Speed Up Multiple Sequence Alignment on Multi-Core Computers", Journal of Computational and Theoretical Nanoscience, 2014
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Zaher Awad Aboelenieen Elhendy, "NEW APPROACH TO IMAGE EDGE DETECTION BASED ON QUANTUM ENTROPY", JOURNAL OF RUSSIAN LASER RESEARCH, 2016
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Sarah AbdelRazek Ahmed AbdulHameid, "Cloud Storage Forensics: Survey", International Journal of Engineering Trends and Technology (IJETT), 2017
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Doaa El-Shahat Barakat Mohammed, "A modified hybrid whale optimization algorithm for the scheduling problem in multimedia data objects", Wiley online library, 2019
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Mohammed Abdel Basset Metwally Attia, "A novel model for evaluation Hospital medical care systems based on plithogenic sets", Elsevier B.V., 2019
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