لقد كان للثورة الرقمية التي ظهرت في القرن العشرين أثر في إحداث تأثيرات جذرية تضمنت نواحي الحياة المختلفة، خصوصًا في المجال الإقتصادي، والتي تمثلت بثلاث صور ( الذكاء الإصطناعيArtificial Intelligence( AI) وإنترنت الأشياء Internet of Things والبيانات الضخمة Big Data ، وفيما يتعلق بالذكاء الإصطناعي، فقد تم إكتشافهُ في منتصف خمسينات القرن الماضي الذي تعد الولادة الحقيقية لهُ في المؤتمر الذي نُظم في الولايات المتحدة الأمريكية على يد العالمان John McCarthyو Marvin Minsky ، وعلى مرًّ السنين تطورت تقنيات الذكاء الإصطناعي بشكل متسارع الى أن وصلت بعض التطبيقات أن تكون لها القدرة على التعلم الذاتي من المواقف التي تمرًّ بها، فتتصرف بأستقلالية وفقًا للظروف والمواقف المحيطة بها، كالطأئرات المسيَّرة ذاتيًا والسيارت ذاتية القيادة والروبوتات وغيرها، وعلى الرغم من الفوائد التي لاتُعّد ولا تُحصى للذكاء الإصطناعي وتطبيقاته في المجالات الطبية والعسكرية والتعليمة وغيرها، إلا أن لهذه التطبيقات أثر سلبي على الإنسان فقد نتج عن استخدامها المساس بالمصالح المحمية قانونًا، لذا يؤدي ظهورها ، التفكير بشكل جديَّ حول التأثيرات المستجدة التي ستُحدثها هذه التقنية الثورية بما تملكه من إمكانيات متطورة ومقدرة على التصرف بشكل ذاتي ودون الحاجة لأي تدخل بشري ، لذا تحتم ﻋﻠﻰ اﻟﻤﺸﺮع إﻋﺎدة ﺗﻜﯿﯿﻒ ﻗﻮاﻋﺪه اﻟﻘﺎﻧﻮﻧﯿﺔ ذات اﻟﻤﺪﻟﻮل اﻟﻮاﻗﻌﻲ واﻟﻤﺎدي من أجل التعامل ﻣﻊ واﻗﻊ إﻓﺘﺮاﺿﻲ ﻏﯿﺮ ﻣﻠﻤﻮس ﻓﻲ حالات متعددة تحديدًا ﻣﻊ مرحلة إﻧﺘﻘﺎل ﻓﻜﺮة اﻟﺬﻛﺎء الإﺻﻄﻨﺎﻋﻲ ﻣﻦ الإطار اﻟﻤﻌﻨﻮي ﻏﯿﺮ اﻟﻤﻠﻤﻮس واﻟﺨﺎص، إﻟﻰ الإطار اﻟﻤﺎدي اﻟﻤﺤﺴﻮس واﻟﻌﺎم، وﻣﻦ إطﺎر اﻟﺒﺮﻣﺠﯿﺎت سهلة التحكم إﻟﻰ ﻧﻈﺎم اﻟﺒﺮﻣﺠﯿﺎت اﻟﺬﻛﯿﺔ، ﺳﻮاء تعلق هذا الأمر بتطور قدرات البشر أو تطوير تطبيقات الذكاء الإصطناعي من الناحية الفيزيائية أو المادية بصورة تحاكي البشر في تصرفاتهم وأفعالهم لذا الحاجة تستدعي التأطير القانوني للقواعد التي تحكم هذا الذكاء وتحديد المسؤولية المدنية والجنائية بصورتي العمد والخطأ الناجمة عن كل أخلال يصيب المصالح المحمية. Abstract The digital revolution that emerged in the twentieth century had a radical impact on various aspects of life, especially in the economic industry, which included three forms (Artificial Intelligence (AI), the Internet of Things, and Big Data. With regard to artificial intelligence, it was discovered in the mid-fifties of the last century, and its real birth was at the conference organized in the United States of America by the scientists John McCarthy and Marvin Minsky. Over the years, artificial intelligence techniques have developed rapidly until some applications have reached the ability to self-learn from the situations that they encounter and act independently according to the circumstances and situations surrounding it, such as drones, driverless cars, robots, etc., and despite the countless benefits of artificial intelligence and its applications in the medical, military, educational, and other fields, these applications have a negative impact on humans, which may result in using it to harm legally protected interests. Therefore, the emergence of artificial intelligence applications leads to serious thinking about the new effects that this revolutionary technology will have with its advanced capabilities and the ability to act independently and without the need for any intervention .Therefore, it is necessary for the legislator to readapt its legal rules with a realistic and material meaning in order to deal with a hypothetical, intangible occurrence occurs in several cases, specifically with the transition of the idea of artificial intelligence from the established framework from the intangible and private intention, to the concrete, tangible and public framework, and from the easy-to-control software framework to the intelligent software system, whether this matter relates to the development of human capabilities or the development of artificial intelligence applications from a physical or physical perspective in a way that mimics humans in their behavior and actions. Therefore, the need demands for legal framing of the rules that govern this intelligence and determining civil and criminal liability weather it is intentionality and unintentionally that resulting from every breach of the protected interest
Data-driven models perform poorly on part-of-speech tagging problems with the square Hmong language, a low-resource corpus. This paper designs a weight evaluation function to reduce the influence of unknown words. It proposes an improved harmony search algorithm utilizing the roulette and local evaluation strategies for handling the square Hmong part-of-speech tagging problem. The experiment shows that the average accuracy of the proposed model is 6%, 8% more than HMM and BiLSTM-CRF models, respectively. Meanwhile, the average F1 of the proposed model is also 6%, 3% more than HMM and BiLSTM-CRF models, respectively.
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Abstract
The study seeks to use one of the techniques (Data mining) a (Logic regression) on the inherited risk through the use of style financial ratios technical analysis and then apply for financial fraud indicators,Since higher scandals exposed companies and the failure of the audit process has shocked the community and affected the integrity of the auditor and the reason is financial fraud practiced by the companies and not to the discovery of the fraud by the auditor, and this fraud involves intentional act aimed to achieve personal and harm the interests of to others, and doing (administration, staff) we can say that all frauds carried out through the presence of the motives and factors that help th
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This research focuses on detecting the financial corruption cases in Iraq in light of adoption the strategic audit, the paper deals with the problem of the proliferation corruption cases particularly financial in Iraq and dramatically in the presence of audit and control devices as well as inspection and integrity devices, which indicates the existence of deficiencies and weaknesses in those devices in the implementation of audit and control functions in order to detect the corruption cases in the economic units in Iraq.
Stems objective of this research through the provision of approach of strategic audit concepts and indicate the extent importance of adopting of strategic audit as a means to detect the f
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The study was conducted for the detection of Aflatoxin B1(AFB1) in the serum and urine of 42 early and middle childhood patients (26 male and 16 female ) with renal function disease, liver function disease, in additional to atrophy in the growth and other symptoms depending on the information within consent obtained from each patient, in addition to 8 children, apparently healthy, as the control. The technique of HPLC was used for the detection of AFB1 from all samples. The results showed that out of 42 patient children, 19 (45.2%) gave positive detection of AFB1 in the serum among all age groups patients with a mean of 0.88 ng/ml and a range of (0.12-3.04) ng/ml. This was compared with the cont
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Air pollution is one of the important problems facing Iraq. Air pollution is the result of uncontrolled emissions from factories, car exhaust electric generators, and oil refineries and often reaches unacceptable limits by international standards. These pollutants can greatly affect human health and regular population activities. For this reason, there is an urgent need for effective devices to monitor the molecular concentration of air pollutants in cities and urban areas. In this research, an optical system has been built consisting of aHelium-Neonlaser,5mWand at 632.8 nm, a glass cell with a defined size, and a power meter(Gentec-E-model: uno) where a scattering of the laser beam occurs due to air pollution. Two pollutants were examin
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The aim of this research is to determine the most important and main factors that lead to Preeclampsia. It is also about finding suitable solutions to eradicate these factors and avoid them in order to prevent getting Preeclampsia. To achieve this, a case study sample of (40) patients from Medical City - Oncology Teaching Hospital was used to collect data by a questionnaire which contained (17) reasons to be investigated. The statistical package (SPSS) was used to compare the results of the data analysis through two methods (Radial Bases Function Network) and (Factorial Analysis). Important results were obtained, the two methods determined the same factors that could represent the direct reason which causes Preecla
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Abstract
The research problem Focused about extent adoption of the financial reporting obligations and assets of the deferred income tax attributable to the concepts of accounting theory and whether the tax laws or accounting principles as well as local accounting rules to recognize the obligations and assets of deferred income tax in the financial statements, and what is the impact of the financial reporting of liabilities and assets Deferred tax in the quality of accounting information, and research aims to the statement of the accounting concepts of the theory of financial reporting obligations and assets of deferred income tax, view and analyze the differences in reporting, resulting from a discrepanc
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The study consisted in the development and use of a practical method to detect and
monitor, analyze and produce maps of changes in land use and land cover in the district of
Mahmudiya in Baghdad during the period 1990-2007 using the applications of remote sensing
techniques and with the assisstant of geographic information systems (GIS),as a valuable
contribution to land degradation studies.
This study is based maiuly on the processing on two subsets of landsat5 TM images picked up
in August 1990 and 2007 respectively in order to facilitate comparision and were thengeometrically and radiometrcally calibrated ,to used for digital classification purposes using
maximum liklihoods classification or six spectral bands of
Eight patients (3 male and 5 female) were treated in this study by Endovenous Laser Ablation (EVLA); Mathematical models are proposed to estimate the applied laser power and to assess the recovery period. The estimations of the applied laser power and recovery period in these models will be depended mainly on the diameter of the incompetent vein. In addition, Excel Program was utilized to find the proposed models. A 1470 nm diode laser up to 15W continuous power (CW) was used in the treatment of venous ulcers by EVLA procedure. Following up by duplex ultrasound was started in the 1st week after the first session until the vein is completely closed. The present study concluded that the relationship both between
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