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Risk Assessment Approaches In Banking Sector –A Survey, Mona Sharaf, Shimaa Mohamed Ouf, Amira M. Idrees Ami Jul 2023

Risk Assessment Approaches In Banking Sector –A Survey, Mona Sharaf, Shimaa Mohamed Ouf, Amira M. Idrees Ami

Future Computing and Informatics Journal

Prediction analysis is a method that makes predictions based on the data currently available. Bank loans come with a lot of risks to both the bank and the borrowers. One of the most exciting and important areas of research is data mining, which aims to extract information from vast amounts of accumulated data sets. The loan process is one of the key processes for the banking industry, and this paper examines various prior studies that used data mining techniques to extract all served entities and attributes necessary for analytical purposes, categorize these attributes, and forecast the future of their business …


Key Performance Indicators Detection Based Data Mining, Fatma Abogabal, Shimaa Mohamed Ouf, Amira M. Idrees Ami Jan 2023

Key Performance Indicators Detection Based Data Mining, Fatma Abogabal, Shimaa Mohamed Ouf, Amira M. Idrees Ami

Future Computing and Informatics Journal

One of the most prosperous domains that Data mining accomplished a great progress is Food Security and safety. Some of Data mining techniques studies applied several machine learning algorithms to enhance and traceability of food supply chain safety procedures and some of them applying machine learning methodologies with several feature selection methods for detecting and predicting the most significant key performance indicators affect food safety. In this research we proposed an adaptive data mining model applying nine machine learning algorithms (Naive Bayes, Bayes Net Key -Nearest Neighbor (KNN), Multilayer Perceptron (MLP), Random Forest (RF), Support Vector Machine (SVM), J48, Hoeffding …


The Reality Of Employing Artificial Intelligence And Its Relationship To The Quality Of Performance Of Jordanian Universities From The Faculty’S Perspectives, Sujood Al-Muqeeti, Layla Mohammad Hosni Abu Al-Ola Jul 2022

The Reality Of Employing Artificial Intelligence And Its Relationship To The Quality Of Performance Of Jordanian Universities From The Faculty’S Perspectives, Sujood Al-Muqeeti, Layla Mohammad Hosni Abu Al-Ola

Journal of the Association of Arab Universities for Research in Higher Education (مجلة اتحاد الجامعات العربية (للبحوث في التعليم العالي

The study aimed to identify the reality of the employment of artificial intelligence and its relationship with the quality of performance of Jordanian universities from the point of view of the faculty members. The study sample consisted of (370) faculty members, and the descriptive correlational approach was used, and a three-part questionnaire was developed; The first: includes demographic data, and the second: to measure the degree of artificial intelligence employment, consisting of (33) items distributed over the administrative and academic domains, and the third: to measure the degree of quality performance of Jordanian universities, consisting of (28) items, which validity …


A Configurable Mining Approach For Learning Services Customization, Aya M. Mostafa Amm, Yehia M. Helmy Ymh, Amira M. Idrees Ami Jul 2021

A Configurable Mining Approach For Learning Services Customization, Aya M. Mostafa Amm, Yehia M. Helmy Ymh, Amira M. Idrees Ami

Future Computing and Informatics Journal

There is no doubt that this age is the age of data and technology. Moreover, there is tremendous development in all fields. The personalized material is a good approach in the different fields. It provides a fit material that matches the styles of readers. It supports readers in various reading domains. This research paper aims to support students in the educational system. Additionally, the research paper designs to increase education values for students. Furthermore, the research paper builds the smart appropriate materials through Egyptian Knowledge Banking (EKB) based on the learner question. The Egyptian Knowledge Bank (EKB) is a rich …


إدارة التقانة بين النظرية والتطبيق: كيف نجحت تلك الدول في نهضتها؟, Bashar Alhaj Ahmad Oct 2020

إدارة التقانة بين النظرية والتطبيق: كيف نجحت تلك الدول في نهضتها؟, Bashar Alhaj Ahmad

Al Jinan الجنان

This research presented one of the modern concepts in administration area called “Technology Management”. This concept refers to the mechanism by which we can transfer one technology from one place to another and gives the ability of applying it following scientific and methodological manner. As a result, this will give the chance for the received country to absorb and assimilate the new technology and to produce similar technologies in advanced phases. In the other side, the research presents many succeed experiments in this field like the Korean, Chinese, and the Malaysian experience. This countries in a very short period could …