•  4442
    Detecting Health Problems Related to Addiction of Video Game Playing Using an Expert System
    with Mohran H. Al-Bayed
    World Wide Journal of Multidisciplinary Research and Development 2 (9): 7-12. 2016.
    Today’s everyone normal life can include a normal rate of playing computer games or video games; but what about an excessive or compulsive use of video games that impact on our life? Our kids, who usually spend a lot of time in playing video games will likely have a trouble in paying attention to their school lessons. In this paper, we introduce an expert system to help users in getting the correct diagnosis of the health problem of video game addictions that range from (Musculoskeletal issues, …Read more
  •  2806
    The research aims to identify the impact of the management requirements on operating of computerized management information systems to improve performance, and discuss the perceptions of respondents to develop the performance of employees in the Gaza Electricity Distribution Company, the researchers used the stratified sample method, (360) questionnaires were distributed on the study sample, (306) questionnaires were recovered with a percentage of (85%). The most important findings of the study:…Read more
  •  2770
    Strategic and Operational Planning As Approach for Crises Management Field Study on UNRWA
    with Mazen J. Al Shobaki and Youssef M. Abu Amuna
    International Journal of Information Technology and Electrical Engineering 5 (6): 43-47. 2017.
    The research aims to study the role of strategic and operational planning as approach for crises management in UNRWA - Gaza Strip field- Palestine. Several descriptive analytical methods were used for this purpose and a survey as a tool for data collection. Community size was (881), and the study sample was stratified random (268). The overall findings of the current study show that strategic and operational planning is performed in UNRWA. The results of static analysis show that there are a rel…Read more
  •  2752
    The research aims to identify the impact of the management requirements on operating of computerized management information systems to improve performance, and discuss the perceptions of respondents to develop the performance of employees in the Gaza Electricity Distribution Company, the researchers used the stratified sample method, (360) questionnaires were distributed on the study sample, (306) questionnaires were recoved with a percentage of (85%). The most important findings of the study…Read more
  •  2519
    Handwritten Signature Verification using Deep Learning
    with Eman Alajrami, Belal A. M. Ashqar, Bassem S. Abu-Nasser, Ahmed J. Khalil, Musleh M. Musleh, and Alaa M. Barhoom
    International Journal of Academic Multidisciplinary Research (IJAMR) 3 (12): 39-44. 2020.
    Every person has his/her own unique signature that is used mainly for the purposes of personal identification and verification of important documents or legal transactions. There are two kinds of signature verification: static and dynamic. Static(off-line) verification is the process of verifying an electronic or document signature after it has been made, while dynamic(on-line) verification takes place as a person creates his/her signature on a digital tablet or a similar device. Offline sig…Read more
  •  2477
    The Relationship between Correcting Deviations in Measuring Performance and Achieving the Objectives of Control - The Islamic University as a Model
    with Abed Alfetah M. AlFerjany, Ashraf A. M. Salama, Youssef M. Abu Amuna, and Mazen J. Al Shobaki
    International Journal of Engineering and Information Systems (IJEAIS) 2 (1): 74-89. 2018.
    The study aimed to identify the relationship between correcting the deviations in the measurement of performance and achieving the objectives of control and the performance of the job at the Islamic University in the Gaza Strip. To achieve the objectives of the research, the researchers used the descriptive analytical approach to collect information. The questionnaire consisted of (20) statements distributed to three categories of employees of the Islamic University (senior management, faculty m…Read more
  •  2475
    Diabetes Prediction Using Artificial Neural Network
    with Nesreen Samer El_Jerjawi
    International Journal of Advanced Science and Technology 121 54-64. 2018.
    Diabetes is one of the most common diseases worldwide where a cure is not found for it yet. Annually it cost a lot of money to care for people with diabetes. Thus the most important issue is the prediction to be very accurate and to use a reliable method for that. One of these methods is using artificial intelligence systems and in particular is the use of Artificial Neural Networks (ANN). So in this paper, we used artificial neural networks to predict whether a person is diabetic or not. The cr…Read more
  •  2269
    An Intelligent Tutoring System for Teaching Grammar English Tenses
    with Mohammed I. Alhabbash and Ali O. Mahdi
    European Academic Research 4 (9): 1-15. 2016.
    The evolution of Intelligent Tutoring System (ITS) is the result of the amount of research in the field of education and artificial intelligence in recent years. English is the third most common languages in the world and also is the internationally dominant in the telecommunications, science and trade, aviation, entertainment, radio and diplomatic language as most of the areas of work now taught in English. Therefore, the demand for learning English has increased. In this paper, we describe the…Read more
  •  2164
    Image-Based Tomato Leaves Diseases Detection Using Deep Learning
    with Belal A. M. Ashqar
    International Journal of Academic Engineering Research (IJAER) 2 (12): 10-16. 2019.
    : Crop diseases are a key danger for food security, but their speedy identification still difficult in many portions of the world because of the lack of the essential infrastructure. The mixture of increasing worldwide smartphone dispersion and current advances in computer vision made conceivable by deep learning has cemented the way for smartphone-assisted disease identification. Using a public dataset of 9000 images of infected and healthy Tomato leaves collected under controlled conditions, w…Read more
  •  2095
    Design and Development of an Intelligent Tutoring System for C# Language
    with Bashar G. Al-Bastami
    European Academic Research 4 (10). 2017.
    Learning programming is thought to be troublesome. One doable reason why students don’t do well in programming is expounded to the very fact that traditional way of learning within the lecture hall adds more stress on students in understanding the Material rather than applying the Material to a true application. For a few students, this teaching model might not catch their interest. As a result, they'll not offer their best effort to grasp the Material given. Seeing however the information is ap…Read more
  •  1725
    Banana Classification Using Deep Learning
    with Ahmed F. Al-Daour and Mohammed O. Al-Shawwa
    International Journal of Academic Information Systems Research (IJAISR) 3 (12): 6-11. 2020.
    Abstract: Banana, fruit of the genus Musa, of the family Musaceae, one of the most important fruit crops of the world. The banana is grown in the tropics, and, though it is most widely consumed in those regions, it is valued worldwide for its flavour, nutritional value, and availability throughout the year. Cavendish, or dessert, bananas are most commonly eaten fresh, though they may be fried or mashed and chilled in pies or puddings. They may also be used to flavour muffins, cakes, or bread…Read more
  •  1691
    Knowledge Management Maturity in Universities and its Impact on Performance Excellence "Comparative study"
    with Mazen J. Al Shobaki and Youssef M. Abu Amuna
    Journal of Scientific and Engineering Research 3. 2016.
    The paper assesses Knowledge Management Maturity(KMM) in the universities to determine the impact of knowledge management on performance excellence. This study was applied on Al-Azhar University and Al-Quds Open University in Gaza strip, Palestine. This paper depends on Asian productivity organization model that used to assess KMM. Second dimension which assess performance excellence was developed by the authors. The controlled sample was (610). Several statistical tools were used for data analy…Read more
  •  1604
    Predicting Titanic Survivors using Artificial Neural Network
    with Alaa M. Barhoom, Ahmed J. Khalil, Bassem S. Abu-Nasser, and Musleh M. Musleh
    International Journal of Academic Engineering Research (IJAER) 3 (9): 8-12. 2019.
    Although the Titanic disaster happened just over one hundred years ago, it still appeals researchers to understand why some passengers survived while others did not. With the use of a machine learning tool (JustNN) and the provided dataset we study which factors or classifications of passengers have a strong relationship with survival for passengers that took that trip on 15th of April, 1912. The analysis seeks to identify characteristics of passengers - cabin class, age, and point of departure …Read more
  •  1461
    Knowledge-based Intelligent Tutoring System for Teaching Mongo Database
    with Mohanad M. Hilles
    EUROPEAN ACADEMIC RESEARCH 4 (10). 2017.
    Recently, Intelligent Tutoring Systems (ITS) got much attention from researchers even though ITS educational technology began in the late 1960s and ITS is just embryonic from laboratories into the field. In this paper we outline an intelligent tutoring system for teaching basics of the databases system called (MDB). The MDB was built as education system by using the authoring tool (ITSB). MDB contains learning materials as a group of lessons for beginner level which include relational database…Read more
  •  1439
    Email Classification Using Artificial Neural Network
    with Ahmed Alghoul, Sara Al Ajrami, Ghada Al Jarousha, and Ghayda Harb
    International Journal of Academic Engineering Research (IJAER) 2 (11): 8-14. 2018.
    Abstract: In recent years email has become one of the fastest and most economical means of communication. However increase of email users has resulted in the dramatic increase of spam emails during the past few years. Data mining -classification algorithms are used to categorize the email as spam or non-spam. Numerous email spam messages are marketable in nature but might similarly encompass camouflaged links that seem to be for acquainted websites but actually lead to phishing web sites or site…Read more
  •  1438
    This study aims to look at the role of the practice of excellence strategies in education in achieving sustainable competitive advantage for the Higher educational institutions of the faculty of Engineering and Information Technology at Al-Azhar University in Gaza, a model, and the study considered the competitive advantage of educational institutions stems from the impact on the level of each student, employee, and the institution. The study was based on the premise that the development of stra…Read more
  •  1377
    An Intelligent Tutoring System for Learning Introduction to Computer Science
    with Ahmad Marouf, Mohammed K. Abu Yousef, and Mohammed N. Mukhaimer
    International Journal of Academic Multidisciplinary Research (IJAMR) 2 (2): 1-8. 2018.
    The paper describes the design of an intelligent tutoring system for teaching Introduction to Computer Science-a compulsory curriculum in Al-Azhar University of Gaza to students who attend the university. The basic idea of this system is a systematic introduction into computer science. The system presents topics with examples. The system is dynamically checks student's individual progress. An initial evaluation study was done to investigate the effect of using the intelligent tutoring system on …Read more
  •  1336
    Teaching the Right Letter Pronunciation in Reciting the Holy Quran Using Intelligent Tutoring System
    International Journal of Advanced Research and Development 2 (1): 64-68. 2017.
    An Intelligent Tutoring System (ITS) is a computer system that offers an instant, adapted instruction and customized feedback to students without human teacher interference. Reciting "Tajweed" the Holy Quran in the appropriate way is very important for all Muslims and is obligatory in Islamic devotions such as prayers. In this paper, the researchers introduce an intelligent tutoring system for teaching Reciting "Tajweed". Our "Tajweed" tutoring system is limited to "Tafkhim and Tarqiq in TAJWEED…Read more
  •  1297
    Measuring knowledge management maturity at HEI to enhance performance-an empirical study at Al-Azhar University in Palestine
    with Mazen J. Al Shobaki and Youssef M. Abu Amuna
    International Journal of Commerce and Management Research 2 (5): 55-62. 2016.
    This paper aims to assess knowledge management maturity at HEI to determine the most effecting variables on knowledge management that enhance the total performance of the organization. This study was applied on Al-Azhar University in Gaza strip, Palestine. This paper depends on Asian productivity organization model that used to assess KM maturity. Second dimension assess high performance was developed by the authors. The controlled sample was (364). Several statistical tools were used for data a…Read more
  •  1273
    ITSB: An Intelligent Tutoring System Authoring Tool
    Journal of Scientific and Engineering Research 3 (5): 63-71. 2016.
    Abstract. Intelligent Tutoring System Builder (ITSB) is an authoring tool designed and developed to aid teachers in constructing intelligent tutoring systems in a multidisciplinary fields. The teacher is needed to create a set of pedagogical fundamentals, which, in line, are inured to automatically build up a broad tutor framework and construct an intelligent tutoring system. In this paper an explanation of the theory and the architecture of the tool is outlined. A presentation of several system…Read more
  •  1240
    Adaptive Intelligent Tutoring System for learning Computer Theory
    with Mohammed A. Al-Nakhal
    EUROPEAN ACADEMIC RESEARCH 4 (10). 2017.
    In this paper, we present an intelligent tutoring system developed to help students in learning Computer Theory. The Intelligent tutoring system was built using ITSB authoring tool. The system helps students to learn finite automata, pushdown automata, Turing machines and examines the relationship between these automata and formal languages, deterministic and nondeterministic machines, regular expressions, context free grammars, undecidability, and complexity. During the process the intelligent…Read more
  •  1139
    Blood Donation Prediction using Artificial Neural Network
    with Eman Alajrami, Bassem S. Abu-Nasser, Ahmed J. Khalil, Musleh M. Musleh, and Alaa M. Barhoom
    International Journal of Academic Engineering Research (IJAER) 3 (10): 1-7. 2019.
    The aim of this research is to study the performance of JustNN environment that have not been previously examined to care of this blood donation problem forecasting. An Artificial Neural Network model was built to understand if performance is considerably enhanced via JustNN tool or not. The inspiration for this study is that blood request is steadily growing day by day due to the need of transfusions of blood because of surgeries, accidents, diseases etc. Accurate forecast of the number of bloo…Read more
  •  1125
    Proposed Expert System for Calculating Inheritance in Islam
    with Alaa N. Akkila
    World Wide Journal of Multidisciplinary Research and Development 2 (9): 38-48. 2016.
    The truth of every human being is the end his life with death, and this leads to leaving assets and funds for those after him and can lead to hate between the heirs, it has made a point of Islamic law on all aspects of life, including the subject of the inheritance of the deceased. The main problem is how to get the knowledge of the basics of inheritance. This paper reviews work done in the use of expert system software to calculate inheritance in Islam. A proposed expert system was designed and…Read more
  •  1123
    Artificial Neural Network for Diagnose Autism Spectrum Disorder
    with Ibrahim M. Nasser and Mohammed Al-Shawwa
    International Journal of Academic Information Systems Research (IJAISR) 3 (2): 27-32. 2019.
    In this paper an Artificial Neural Network (ANN) model, was developed and tested for diagnosing Autism Spectrum Disorder (ASD). A dataset collected from ASD screening app was used in this paper, it contains ASD tests results based upon questions answers from users. Test data evaluation shows that the ANN model is able to correctly diagnose ASD with 100% accuracy.
  •  1094
    Potato Classification Using Deep Learning
    with Abeer A. Elsharif, Ibtesam M. Dheir, and Alaa Soliman Abu Mettleq
    International Journal of Academic Pedagogical Research (IJAPR) 3 (12): 1-8. 2020.
    Abstract: Potatoes are edible tubers, available worldwide and all year long. They are relatively cheap to grow, rich in nutrients, and they can make a delicious treat. The humble potato has fallen in popularity in recent years, due to the interest in low-carb foods. However, the fiber, vitamins, minerals, and phytochemicals it provides can help ward off disease and benefit human health. They are an important staple food in many countries around the world. There are an estimated 200 varieties…Read more
  •  1075
    An Intelligent Tutoring System for Health Problems Related To Addiction of Video Game Playing
    with Mohran H. Al-Bayed
    International Journal of Advanced Scientific Research 2 (1): 4-10. 2017.
    Lately in the past couple of years, there are an increasing in the normal rate of playing computer games or video games compared to the E-learning content that are introduced for the safety of our children, and the impact of the video game addictiveness that ranges from (Musculoskeletal issues, Vision problems and Obesity). Furthermore, this paper introduce an intelligent tutoring system for both parent and their children for enhancement the experience of gaming and tell us about the health prob…Read more
  •  1058
    An Intelligent Tutoring System for Teaching the 7 Characteristics for Living Things
    with Mohammed A. Hamed
    International Journal of Advanced Research and Development 2 (1): 31-35. 2017.
    Recently, due to the rapid progress of computer technology, researchers develop an effective computer program to enhance the achievement of the student in learning process, which is Intelligent Tutoring System (ITS). Science is important because it influences most aspects of everyday life, including food, energy, medicine, leisure activities and more. So learning science subject at school is very useful, but the students face some problem in learning it. So we designed an ITS system to help them…Read more
  •  1057
    Mango Classification Using Deep Learning
    with Alaa Soliman Abu Mettleq, Ibtesam M. Dheir, and Abeer A. Elsharif
    International Journal of Academic Engineering Research (IJAER) 3 (12): 22-29. 2020.
    Abstract: In worldwide, there are several hundred cultivars of mango. Depending on the cultivar, mango fruit varies in size, shape, sweetness, skin color, and flesh color which may be pale yellow, gold, or orange. Where there are more than 15 types of manga. In this paper, two types Mango classification approach is presented with a dataset that contains approximately 1200 images. Convolutional Neural Network (CNN) algorithms, a deep learning technique extensively applied to image recognition…Read more
  •  1011
    Learning Computer Networks Using Intelligent Tutoring System
    with Mones M. Al-Hanjori and Mohammed Z. Shaath
    International Journal of Advanced Research and Development 2 (1). 2017.
    Intelligent Tutoring Systems (ITS) has a wide influence on the exchange rate, education, health, training, and educational programs. In this paper we describe an intelligent tutoring system that helps student study computer networks. The current ITS provides intelligent presentation of educational content appropriate for students, such as the degree of knowledge, the desired level of detail, assessment, student level, and familiarity with the subject. Our Intelligent tutoring system was develope…Read more
  •  994
    Type of Tomato Classification Using Deep Learning
    with Mahmoud A. Alajrami
    International Journal of Academic Pedagogical Research (IJAPR) 3 (12): 21-25. 2020.
    Abstract: Tomatoes are part of the major crops in food security. Tomatoes are plants grown in temperate and hot regions of South American origin from Peru, and then spread to most countries of the world. Tomatoes contain a lot of vitamin C and mineral salts, and are recommended for people with constipation, diabetes and patients with heart and body diseases. Studies and scientific studies have proven the importance of eating tomato juice in reducing the activity of platelets in diabetics, whi…Read more