سيف علي عبد الحسين الراشد

خلاصة البحث: Data science has become important as the new way in the new business area, and the knowledge nowadays represents as a critical function in the whole of all sciences of different organizations, so these two factors (data science and knowledge) are becoming a higher priority of the most job wanted and social services in the world. So nowadays different enterprise jobs are related to knowledge extracting. In this paper will present how to study and analysis of data that related to social services which are criminal data. The study consists of different mining tools by using algorithms like classifications and clustering techniques. This paper presents different crimes with related information distributed as day, months, years and locations. Different crimes are classified into sets according to (day, month, and year) to get information when the crime happens (knowledge) in which type of crime with which time it occurred, and finally different clusters of the logged data using k-means algorithms. Different tools and software are used like WEKA, XLSTAT and statistical excel to apply data mining algorithms to the logged data. Keywords: data science, Data mining, clustering, classifications, weka and statistical excel.

Linear programming: It is one of the best mathematical methods in scientific management that helps to make the best decisions and is part of the Operations Research and developed from mathematical programming. Linear programming helps solve problems such as transportation, logistics, agriculture, locations, services, investment, industries, Production lines and linear programming reduce the costs of each and maximize the profits, that is, the outputs must be consistent with the aspirations of the company and its objectives. This problem-solving is based on minimizing costs and maximizing earning limitation by constraints are available resources such as time, staff, raw materials, money, space, and quantities. In this paper, I introduced to study Triangular Fuzzy Number and Operation Research, where the found a new method of operations Addition and Multiplication of Triangular Fuzzy Number and their application on the numerical example and simplex method to find optimal solution for triangular fuzzy linear programming problem .the results were accurate and better than the classical method.

The huge amount of data available everywhere is ready to be converted into knowledge that supports decision making at different levels. Required schools distribution among Iraq What physician specializations are required during the next decade? What are the most wanted jobs during the next five years? Trends of specific diseases. Many others……..

لم يعد النظام التعليمي التقليدي الذي يتمحور حول المدرس والكتاب قادرا على مجاراة متطلبات التعليم الحديثة للاسباب التالية: الكم الهائل من المعلومات المتوفرة حول التخصصات والفروع والاقسام وانتشار مصادرها جعل من المستحيل تمحورها وربط مصدرها بالمدرس والكتاب الاكاديمي. تسارع تغيير المعلومات وظهور الجديد منها يلقي بمهمة التعليم على عاتق المتعلّم تغير متسارع في متطلبات سوق العملChanging in Market Demands يتطلب اكتساب المتعلم مهارات وقدرات التعليم والتعلم الذاتي والتعليم المستمر والتي بواسطتها يتمكن من مجاراة هذه المتطلبات التعليم خارج اسوار المدرسة والجامعة هو السمة السائدة في العلوم الحديثة عولمة التعليم Globalization of Education حيث لم يعد الخريج ولا المهارات محصورة مكانيا وزمانيا التعليم للمستقبل Education to the Future يتطلب التهيؤ وبشكل مستمر لمستجدات العلوم والتكنولوجيا وغيرها

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البيانات المتوفة عن طريق الانترنت للباحثين

كيفية استخدام الانترنت الخاص (الانترنت المظلم) الجهات المختصة بأستخدام هكذا نوع من الانترنت استخدام TOR software