Artificial Neural Networks (ANN) is one of the important statistical methods that are widely used in a range of applications in various fields, which simulates the work of the human brain in terms of receiving a signal, processing data in a human cell and sending to the next cell. It is a system consisting of a number of modules (layers) linked together (input, hidden, output). A comparison was made between three types of neural networks (Feed Forward Neural Network (FFNN), Back propagation network (BPL), Recurrent Neural Network (RNN). he study found that the lowest false prediction rate was for the recurrentt network architecture and using the Data on graduate students at the College of Administration and Economics, Univer

Forward-swept wings were researched and introduced to improve maneuverability, control, and fuel efficiency while reducing drag and they are often used alongside canards, to further enhance their characteristics. In this research, the effects of canard dihedral angles on the wing loading of a forward-swept wing in transonic flow conditions were studied, as the wing loading provides a measure of wing’s efficiency (lift/drag). A generic aircraft model from literatures was selected, simulated, and compared to, using CFD software ANSYS/Fluent where the flow equations were solved to calculate the aerodynamic characteristics. The research was carried at two different Mach numbers, 0.6 and 0.9, for five different canard dihedral angles which tra

The present work focuses on examining the strategy of cognitive trips and the Arabic language teachers’ training needs of such a strategy when teaching Arabic language courses in the Saudi Arabia Kingdom. To achieve the objective of the study, and check whether this strategy is used in lesson planning, lesson teaching, or lesson assessment, a descriptive approach and a questionnaire have been adopted. The researchers used a number of statistical tools, and chose a purposive sample, which consists of (58) Arabic language teachers from Saudi Arabia Kingdom. Results have shown that the training needs of Arabic language teachers for implemining the strategy of cognitive journeys while teaching Arabic language courses came in the following

The behavior and shear strength of full-scale (T-section) reinforced concrete deep beams, designed according to the strut-and-tie approach of ACI Code-19 specifications, with various large web openings were investigated in this paper. A total of 7 deep beam specimens with identical shear span-to-depth ratios have been tested under mid-span concentrated load applied monotonically until beam failure. The main variables studied were the effects of width and depth of the web openings on deep beam performance. Experimental data results were calibrated with the strut-and-tie approach, adopted by ACI 318-19 code for the design of deep beams. The provided strut-and-tie design model in ACI 318-19 code provision was assessed and found to be u

Hopelessness can be consider as a subtype of depressions, it can be defined as having no expectation of good or success, giving no ground for hope, incapable of solution management or accomplishment .

Hopelessness is one of psychological variables that distinguish negative personalities because there are positive correlation between hopelessness and variables such as : anxiety, depression, suicide thought and so on .

One of the important variables correlate with hopelessness is low self-esteem, many studies indicate that there are statistically significant inverse relationship between the two variables, the present study aimed to :

1. Measures hopeless

مشكلة البحث واهميته :-

    تنبع مشكلة البحث الحالي من الآثار الاجتماعية سواء أكان على مستوى الفرد أم المجتمع . أذ العزوف عن الزواج مشكلة اجتماعية بل انها مشكلة حقيقية , فهناك عزوف من الشباب عن الزواج وقد اصبح العدد كبيرا في السنوات الأخيرة  وقد بينت إحصائية متخصصة بأن عدد العازفين عن الزواج يقدر بأكثر من مليون شاب وشابة (2-2ص³) . وهذا يعود لأسباب عديدة فقد يكون العامل الاقتصاد

The current search is determined by the students of the preparatory stage in the talented schools in the province of Baghdad Rusafa Educational Directorates (first, second, third) and Educational Directorates Karkh (first, second, third) of both sexes(male, female)and for fourth, fifth and sixth classes.

            The researcher reviewed a number of theories that addressed the variables of the research, and to achieve the objectives of the research, The researcher used the foreign measure (Schommer) to measure the Epistemological Beliefs, which is to be finalized (49) items. The researcher translates the research and extract sincerity translator has

This current study aims at recognizing the feelings of Baghdad University students towards life quality. The research variables are: gender (male, female), the academic specialization (science, humanities), the academic stage (2^nd, 4^th). To achieve the research aims, the researcher adopted Life Quality Scale of (Mensi and Kadhim 2006) which is consist of (56) items in its final figure in five alternatives. The researcher tested the psychometric features of the scale represented by validity and reliability. The scale has been applied on a sample of Baghdad University students that is contained of (240) students equally distributed in the Colleges of Engineering, Science, Arts, and Political sciences.

أهمية البحث والحاجة إليه:

تبدو لنا المسؤولية الاجتماعية بأنها أحدى الخصائص التي يكتسبها الفرد من بيئته الاجتماعية, بتأثير مجموعة القيم التي تحكم سلوك الأفراد في ذلك المجتمع فتبدأ المسؤولية الاجتماعية بأولى صورها على شكل إدراك الفرد لمتطلبات المجتمع وإدراكه لدوره في المساهمة في أنجاز تلك المتطلبات, وفي الواقع إن الإدراك لوحده لا يكفي لان يمارس الفرد مسؤوليته داخل المجتمع, فيظهر المستوى الأخر و