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bsj-7731
A Novel Gravity ‎Optimization Algorithm for Extractive Arabic Text Summarization
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An automatic text summarization system mimics how humans summarize by picking the most ‎significant sentences in a source text. However, the complexities of the Arabic language have become ‎challenging to obtain information quickly and effectively. The main disadvantage of the ‎traditional approaches is that they are strictly constrained (especially for the Arabic language) by the ‎accuracy of sentence feature ‎functions, weighting schemes, ‎and similarity calculations. On the other hand, the meta-heuristic search approaches have a feature that tolerates imprecision, gets ‎prohibited results, and is not strictly bound by the above ‎restrictions. This ‎paper used the Gravitational Optimization Algorithm (GOA), a powerful metaheuristic ‎approach ‎based on the law of ‎gravity, to address the challenge of extractive summarizing Arabic texts. The objective function of the GOA algorithm is derived based on sentence significance, such as its length, ‎similarity degree, position, statistical term frequency, and named entity ownership. Essex Arabic ‎Summaries Corpus (EASC) was used to evaluate the proposed method and measured by the Recall-Oriented Understudy for Gisting Evaluation (ROUGE). The proposed approach achieved 68.04% Recall, ‎‎58.49% Precision, and 60.05% F1-measure using ROUGE-1, higher than standard summarizers and metaheuristic approaches

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Publication Date
Tue Oct 05 2021
Journal Name
Arab Science Heritage Journal
العلاقةُ بينَ النّفيِ والتّوكيدِ في الصّناعةِ النّحويّةِ والمعنى
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    If the syntactic structure is a reflection of what is in the mind of the creator of synergies

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Publication Date
Sun Feb 03 2019
Journal Name
Journal Of The College Of Education For Women
Evaluate Experience of Islamic Education in kindergartens
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Evaluate Experience of Islamic Education in kindergartens

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Publication Date
Thu Jun 01 2006
Journal Name
بيت الحكمة
المنطق منهجا نقديا - دراسة في قراءة الشكل الجمالي
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المنطق منهجا نقديا - دراسة في قراءة الشكل الجمالي كتاب (المنطق منهجا نقدياً – دراسة في قراءة الشكل الفني) يهتم الكتاب بدراسة التصورات المنطقية في الفنون التشكيلية وهو يقع في اربعة فصول خصص الاول منها لبيان المنهجية والفكرة العامة عن علاقة المعرفة بالقواعد الفكرية والقواعد المنطقية موضحا ذلك في (مدخل عام) وتعلق الفصل الثاني بالمفاهيم المنطقية وما كتبه علماء المنطق في عرض شامل ومكثف تناول فيه المؤلف مفهوم ال

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Publication Date
Tue Jan 08 2019
Journal Name
Arab Science Heritage Journal
إمارة الحج في عهد الخليفة أبي العباس السفاح
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يعد موضوع إمارة الحج من الموضوعات المهمة في التاريخ الإسلامي، فهو يتعلق بأحد أركان الإسلام، ومسؤولية إقامة الحج وإمارته كبيرة، ومن الأسباب التي كانت وراء اختيار عنوان هذا البحث " إمارة الحج في عهد الخليفة أبي العباس السفاح"، أن الموضوع يقع ضمن دائرة اهتمامنا في متابعة إمارة الحج في الدولة العربية الإسلامية، لاسيما إننا بحثنا الموضوع ذاته في دراسات سابقة . وقد تناولنا إمارة الحج حتى نهاية الدولة الأموية

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Publication Date
Thu Dec 31 2015
Journal Name
مجلة كلية العلوم الاسلامية
أثر القواعد الفقكية الكبرى في بعض مسائل القضاء
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القواعد الفقهية، باب واسع لإنزال الحكم الشرعي على مستجدات السياسة التي تتزايد يوماً بعد يوم، ومستجدات مسائل القضاء المعقدة، شرط أن تكون القاعدة مستمدة من النصوص الشرعية لفظاً أو دلالة. والأخذ بالقواعد الفقهية في الأحكام التي تخص السياسة الشرعية، أولى بالأخذ من الأحكام الوضعية؛ لأن قواعد الفقه هي خلاصة أحكام توصل إليها فقهاء الأمة بعد الدراسة والتمحيص، وهي مؤهلة وبشكل كبير أن تغطي حاجة أصحاب الولايات الع

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Publication Date
Sun Jan 02 2005
Journal Name
Political Sciences Journal
لمحة عن حالة حقوق الانسان في كوردستان العراق
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لمحة عن حالة حقوق الانسان في كوردستان العراق

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Publication Date
Fri Dec 01 2023
Journal Name
Political Sciences Journal
The Logic of Balancing in Structural Realism: Anarchy and Expansionist Policies
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This research discusses the logic of the balance of power in the field of International Relations. It focuses on the structural-systemic version of the theory because of its centrality to the realist research program within the field. The paper examines the conventional wisdom, which argues that balances of power, in a self-help system, will form regardless of the state’s motives (or intentions); It emerges as an unintended recurring consequence of the interaction of units in anarchy, which primarily seeks superior, not an equal power. This logic assumes that hegemony does not form (or fail) in a multi-state system, because its threats (actual or perceived) to the system instill fear and provoke counterbalancing behavior by other state

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Publication Date
Fri Jun 30 2023
Journal Name
College Of Islamic Sciences
The artistic image of flowers in the poetry of Abi Waki` al-Tanisi
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Man was closely associated with nature in its various forms, as it represented the incubator for him in all areas of his life, so writers often made it a material for their literature and a fertile ground for their productions, so it appeared in its various forms and man’s need for it, its good and its bad in literature throughout history, and the Arabs are like Other nations, since the pre-Islamic era, nature was an important outlet and a refuge for poets in the production and creativity of literature and to this day, and when we talk about a poet from the Fatimid state, we find that nature - especially spring and its flowers - in that period took its take from literature and represented a phenomenon for many Among the

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Publication Date
Sun Jun 01 2014
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
The Reality of Insurance Banking and its Role in Developing Insurance service
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Banking institutions are considered one of development foundations,and they also performe active role in supporting national economey and itsinstitutions. Banks became diversed in their activities that specialized Banksbecame one of the constituents of developing work in any activity, especiallyin investiment sector .In view of the importance of insurance sector and thenecessity of developing its divices and its working instituments, studyinginsurance Banking reality became a necessity, because insurance Companies inIraq are suffering of weakness in the level of insurance service, in addition tothe existence of a problem in the relationship between Banks network andinsurance industry.So this research aims to define insurance reality; the

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Publication Date
Tue Jan 14 2020
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
التهرب الضريبي واثره على التنمية الاقتصادية في العراق
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Highlights the role of taxes in being a major source of funding sources internal economic and social development, and then, any decrease in tax revenue caused by tax evasion, for example, would weaken the government's ability to finance their investments and core financing private sector investment as a result of reduced ability to increase their reserves's cash banks, as well as the weakening of the effectiveness of tax evasion taxes as a tool to guide economic activity in the framework of service for development, and to achieve justice. And the statement of the reasons for and methods of evasion mandated to pay the tax due on them, whether legitimately or illegal with the statement of the proposed methods to tackle tax evasion and elim

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