In data mining, classification is a form of data analysis that can be used to extract models describing important data classes. Two of the well known algorithms used in data mining classification are Backpropagation Neural Network (BNN) and Naïve Bayesian (NB). This paper investigates the performance of these two classification methods using the Car Evaluation dataset. Two models were built for both algorithms and the results were compared. Our experimental results indicated that the BNN classifier yield higher accuracy as compared to the NB classifier but it is less efficient because it is time-consuming and difficult to analyze due to its black-box implementation.

Psychological research centers help indirectly contact professionals from the fields of human life, job environment, family life, and psychological infrastructure for psychiatric patients. This research aims to detect job apathy patterns from the behavior of employee groups in the University of Baghdad and the Iraqi Ministry of Higher Education and Scientific Research. This investigation presents an approach using data mining techniques to acquire new knowledge and differs from statistical studies in terms of supporting the researchers’ evolving needs. These techniques manipulate redundant or irrelevant attributes to discover interesting patterns. The principal issue identifies several important and affective questions taken from

This study dealt with the management strategy as an independent variable and the integrated industrial distribution as a variable. The study aimed at finding the integrated industrial distribution that fits with the management strategy in providing the needs of the firm on the one hand and reducing the cost of management that is reflected in increasing its profits.
The researcher selected the data from (130) decision makers in the corporation and used the questionnaire as a tool for collecting data and used a set of statistical tools and tools suitable for the nature of information and were processed using the data analysis system (SPSS version 24) Based on the analysis of the responses of the sample and the test of correlation and

               The research aimed at measuring the compatibility of Big date with the organizational Ambidexterity dimensions of the Asia cell  Mobile telecommunications company in Iraq in order to determine the possibility of adoption of Big data Triple as a approach to achieve organizational Ambidexterity.

The study adopted the descriptive analytical approach to collect and analyze the data collected by the questionnaire tool developed on the Likert scale After  a comprehensive review of the literature related to the two basic study dimensions, the data has been subjected to many statistical treatments in accordance with res

Purpose – The Cloud computing (CC) and its services have enabled the information centers of organizations to adapt their informatic and technological infrastructure and making it more appropriate to develop flexible information systems in the light of responding to the informational and knowledge needs of their users. In this context, cloud-data governance has become more complex and dynamic, requiring an in-depth understanding of the data management strategy at these centers in terms of: organizational structure and regulations, people, technology, process, roles and responsibilities. Therefore, our paper discusses these dimensions as challenges that facing information centers in according to their data governance and the impa

The media plays an important role in a number of functions performed by them. Press is one of those media which had and still have a clear role in addressing the various issues, topics, and events. Journalism is no longer as expressed by owners of the liberal theory – it seeks to raise the instincts – but it began to excite the minds of readers to meet their needs. At the same time, it does not neglect the search for the truth and work to deliver it to readers. Some have identified a set of tasks carried out by the press including the interest in public affairs, the needs of the community, work to provide happiness, what is beneficial and useful and combat the negative phenomenon and to address the deviations facing society. The comi

الدلالات الجمالية والتعبيرية للون في الخزف المعاصر في العراق

    ملخّص البحث     

          حاول البحث دراسة أحوال الأدب العربى تحت الممالك أو الإمارات الإسلامية فى قارة أفريقيا الخضراء. ولضيق نطاق البحث ركزنا الجهود علي إمارة إلورن فى نيجيريا لتكون مرآة تنعكس فيها آثار هذه الممالك فى الأدب.   ولتحقيق الغرض المنشود من البحث عرضنا نبذة طفيفة عن تاريخ ظهور الممالك الإسلامية  فى قارة أفريقيا وأنواعها و

تعد استخدامات المرأة ومشاركتها في تنفيذ العمليات الإرهابية لتنظيمات داعش من أخطر الظواهر الاجتماعية والسياسية والعسكرية في مجتمعنا الإسلامي والعربي، لما يحكم هذا المجتمع من عادات وتقاليد وأعراف وقيم لا تستطيع المرأة أن تخرج على السيطرة عليها، إذ اعتادت المجتمعات العربية بخاصة والإسلامية بعامة أن ترى المرأة بمكانه صاحبة الإيمان المحبة لأسرتها الحرة الأبية والمربية الفاضلة الرافضة كل القيم السلبية التي ت

    دخلت حركة الإصلاحات العثمانية العراق مع تولي مدحت باشا ولاية بغداد (1869 -1872)  وكان لذلك اثر كبير في احداث تغيير جذري للمجتمع العراقي ، بدء من اجراء إصلاحات إدارية عززت من نظام الحكم المركزي وسعت الى التقليل من مظاهر الفوضى داخل المجتمع وصولا الى تكوين الوعي السياسي الجمعي والنخبوي للمجتمع العراقي ، منذ النصف الثاني للقرن التاسع عشر حتى مطلع القرن لعشرين. من هنا جاءت فكرة موضوع البحث للاستفادة التاريخية