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دور تنقيب البيانات Data Mining في زيادة أداء المنظمة (( دراسة تحليلية في المصرف الصناعي ))
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تمهيد

غالبا ما يكون تعامل المنظمات المالية والمصرفية مع الزبائن بشكل أساسي مما يتطلب منها جمع كميات هائلة من البيانات عن هؤلاء الزبائن هذا بالإضافة الى ما يرد اليها يوميا من بيانات يجعلها أمام أكداس كبيرة من البيانات تحتاج الى جهود جبارة تحسن التعامل معها والاستفادة منها بما يخدم المنظمة.

ان التعامل اليدوي مع مثل هذه البيانات دون استخدام تقنيات حديثة يبعد المنظمة عن التطور والارتقاء الى مستويات اداء افضل. ولا يكفي إدخال الحاسبات الى العمل فقط, بل من الأفضل استخدام تقنيات وبرمجيات تخدم الادارة وتقدم لها ما يمكن ان تستفيد منه دون اضاعة للوقت والجهد.

لذلك فان تنقيب البيانات   Data Mining  يقدم الحل لهكذا مشاكل فهي تكنولوجيا جديدة تهدف الى الحصول على معلومات غير معروفه من قواعد البيانات لغرض استخدامها في عملية اتخاذ القرار . انها تحسن من فهم البيانات المتراكمة واستخلاص ثروة المعلومات الموجودة فيها من اجل استثمارها بالشكل الذي يؤدي الى اتخاذ قرار سليم يجنب المنظمة أي خسائر محتملة ويرفع من مستوى ادائها .

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Publication Date
Sat Mar 31 2018
Journal Name
College Of Islamic Sciences
الخبر والانشاء في كتابِ التمهيدِ في علومِ القرآن لمحمد هادي معرفة (ت1427هـ)
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ملخـــص البحــــث

 

   لا شك أن البلاغة تمثل الركن الأساس في إعجاز القرآن الكريم وبها تسمى معجزة (الإذعان) إذ عجز أفصح العرب عن معارضته أو حتى مجاراته أو حتى كتابة سورة من سوره الرصينة والبليغة المعجزة , لذلك شغل العلماء : (مفسرون , بلاغيون , نحويون , ...)  بهذا العلم , فأخذ كل منهم يدرسه بطريقة مختلفة ومنهاج مغاير ليزيد من هذا البحر المديد, ولأجل الكشف عن المزيد من لآلئ القرآن الكامنة وال

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Publication Date
Mon Feb 04 2019
Journal Name
Journal Of The College Of Education For Women
وسائل النقاش في التقاریر السنویة للمصرف: وسائل النقاش في التقاریر السنویة للمصرف
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المستخلص
ى A ي تعن A ات الت A والدراس (Genre Analysis) يA وع الادب A ل الن A ي تحلی A ات ف A دث الاتجاھ A ع اح A جاماً م A انس
ن AA ابني ونكرس AA ھ-جی AA ون ١٩٩٨ ، بارجلی AA انس و ج AA ودلي-ایف AA ال (دی AA رة الاعم AA الات دائ AA ال الاتص AA ي مج AA اب ف AA بالخط
ر A یل اكث A وبتفاص .(Annual Reports) ١٩٩٩ ) یركز ھذا البحث على نوع مالي معین وھو التقاریر السنویھ
ھ AA ھ بحت AA ا مالی AA ف بكونھ A ي تتص AA نویھ الت AA اریر الس AA ة التق A ان طبیع AA ار بش AA ع الانتش AA اد ا

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Publication Date
Sun Jan 14 2024
Journal Name
Journal Of Al-rafidain University College For Sciences ( Print Issn: 1681-6870 ,online Issn: 2790-2293 )
تقدير العوامل المؤثرة في تلوث الهواء في العراق باستعمال نماذج الانحدار الضبابية
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يعد الهواء من الضروريات لعيش الانسان وكلما كان الهواء نقياً كلما كانت صحة الانسان جيدة، وفي الآونة الاخيرة اصبح الهواء يتأثر بالملوثات وهنالك عدة متغيرات تؤثر في نقاوة الهواء واصبح الهواء يؤثر على صحة الانسان لما يحمله من ملوثات توثر على جسم الانسان وصحته. ولمعرفة مدى تلوث الهواء في كل مناطق الارض تم بناء مؤشر لمعرف تلوث الهواء بالاعتماد على عدة متغيرات يسمى بمعامل تأثير الهواء. ولبيان اكثر المتغيرات تأ

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Publication Date
Mon Feb 14 2022
Journal Name
Journal Of Educational And Psychological Researches
Comparison between Rush Model Parameters to Completed and Lost Data by Different Methods of Processing Missing Data
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The current study aims to compare between the assessments of the Rush model’s parameters to the missing and completed data in various ways of processing the missing data. To achieve the aim of the present study, the researcher followed the following steps: preparing Philip Carter test for the spatial capacity which consists of (20) items on a group of (250) sixth scientific stage students in the directorates of Baghdad Education at Al–Rusafa (1st, 2nd and 3rd) for the academic year (2018-2019). Then, the researcher relied on a single-parameter model to analyze the data. The researcher used Bilog-mg3 model to check the hypotheses, data and match them with the model. In addition

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Publication Date
Wed Jan 23 2019
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
The importance of cash flow statement in reducing credit risk and liquidity: بحث تطبيقي في مصرف الرشيد
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Banks face different types of banking risks that limit the performance of its functions and achieve its objectives, including the financial risk that is based on current research into two types including a credit and liquidity risks. And established credit risk due to the possibility of delaying the borrowers to fulfill their obligations to the bank when due or non-payments on according to the terms agreed upon, while liquidity risk arises as a result of the inability of the bank to fund the financial needs, any inability to provide cash to pay its obligations short on credit without achieving tangible loss or the inability to employ the funds properly and show the liquidity risk in the event of inadequate cash inflows to the bank for an

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Publication Date
Wed Aug 01 2018
Journal Name
Journal Of Economics And Administrative Sciences
Compare to the conditional logistic regression models with fixed and mixed effects for longitudinal data
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Mixed-effects conditional logistic regression is evidently more effective in the study of qualitative differences in longitudinal pollution data as well as their implications on heterogeneous subgroups. This study seeks that conditional logistic regression is a robust evaluation method for environmental studies, thru the analysis of environment pollution as a function of oil production and environmental factors. Consequently, it has been established theoretically that the primary objective of model selection in this research is to identify the candidate model that is optimal for the conditional design. The candidate model should achieve generalizability, goodness-of-fit, parsimony and establish equilibrium between bias and variab

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Publication Date
Mon Feb 18 2019
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
The Role of the financial Statements in Achieving of the Banking Supervision: An Applied Study in A sample of Iraqi Banks
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Banks are considered the main basis of financial sector ,so they must be submitted to sound and strict regulatory system and so as to ensure their operations and according to instructions and regulations , in order to maintain the integrity of the banking sector and financial sector in general .One of the importance regulatory tools that are adopted by the Iraqi Central Bank to control over the banks an financial and periodic statements that are provided by the banks in accordance with planned schedules .The financial statements of the banks must reflect clearly and accurately financial situation and the result of their activities during the period in which they represent to achiveing its purposes.So it has the goal of Search is statemen

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Publication Date
Wed Mar 10 2021
Journal Name
Baghdad Science Journal
Compression-based Data Reduction Technique for IoT Sensor Networks
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Energy savings are very common in IoT sensor networks because IoT sensor nodes operate with their own limited battery. The data transmission in the IoT sensor nodes is very costly and consume much of the energy while the energy usage for data processing is considerably lower. There are several energy-saving strategies and principles, mainly dedicated to reducing the transmission of data. Therefore, with minimizing data transfers in IoT sensor networks, can conserve a considerable amount of energy. In this research, a Compression-Based Data Reduction (CBDR) technique was suggested which works in the level of IoT sensor nodes. The CBDR includes two stages of compression, a lossy SAX Quantization stage which reduces the dynamic range of the

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Publication Date
Fri Sep 30 2022
Journal Name
Journal Of Economics And Administrative Sciences
The Role of Strategic Flexibility in Achieving Organization Effectiveness: Analytical Research in the Directorates of the Ministry of Education
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This research aims to know the role of strategic flexibility in achieving organizational effectiveness by studying the dimensions of strategic flexibility (capacity flexibility, resource flexibility, information flexibility, and coordination flexibility) on the dimensions of organization effectiveness (environmental adaptation, productivity and achieving goals) through an analytical study conducted in six directorates in the office of the Iraqi Ministry of Education.

The research problem was represented in the form of questions, the most prominent of which was "What is the role of strategic flexibility in achieving organization effectiveness?" The descriptive analytical approach was relied on in applying

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Publication Date
Mon Aug 01 2022
Journal Name
Baghdad Science Journal
Perceptually Important Points-Based Data Aggregation Method for Wireless Sensor Networks
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The transmitting and receiving of data consume the most resources in Wireless Sensor Networks (WSNs). The energy supplied by the battery is the most important resource impacting WSN's lifespan in the sensor node. Therefore, because sensor nodes run from their limited battery, energy-saving is necessary. Data aggregation can be defined as a procedure applied for the elimination of redundant transmissions, and it provides fused information to the base stations, which in turn improves the energy effectiveness and increases the lifespan of energy-constrained WSNs. In this paper, a Perceptually Important Points Based Data Aggregation (PIP-DA) method for Wireless Sensor Networks is suggested to reduce redundant data before sending them to the

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Scopus (61)
Crossref (52)
Scopus Clarivate Crossref