The expansion of the social media environment has created its own linguistic realities which involve more colloquial communication and practical employment of language. This research focuses on nominalizations in detail, which are originally formed words that have been changed for a noun role. These nominalizations are examined within the context of Facebook posts. The research aims to discover the various nominalizations used and how often they appear in a large sample of data from Public Facebook Posts Corpora. Computational linguistics opened new fields of study and enabled researchers to study large amounts of data easily, making it easier to identify patterns. Two computational methods of identifying nominalization in a large dataset were tested and evaluated from different aspects. Additionally, machine learning analysis tools were conducted to determine how nominalization affects the complexity and readability of the texts. Accordingly, Flesch-Kincaid Grade Level and Flesch Readability results were studied to identify nominalizations’ effect on the texts. The results present a high density of verbal nominalizations indicating that there is a preference to refer to actions or processes in an abbreviated manner. Instead, the study also explores the semantic and functional properties of nominalizations, discovering their employment for emotions and opinions, focusing on the ideas and informal nature of Facebook. Despite what the readability formulas imply about the relation between nominalization density and text difficulty, the research does not discount the fact that these metrics have their shortcomings, especially when comprehending direct user understanding is not taken under consideration. In conclusion, this study adds to the current literature on nominalizations by identifying their role in the social media discourse and importing important knowledge on the progressive changes in online linguistic usage
Most companies use social media data for business. Sentiment analysis automatically gathers analyses and summarizes this type of data. Managing unstructured social media data is difficult. Noisy data is a challenge to sentiment analysis. Since over 50% of the sentiment analysis process is data pre-processing, processing big social media data is challenging too. If pre-processing is carried out correctly, data accuracy may improve. Also, sentiment analysis workflow is highly dependent. Because no pre-processing technique works well in all situations or with all data sources, choosing the most important ones is crucial. Prioritization is an excellent technique for choosing the most important ones. As one of many Multi-Criteria Decision Mak
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This study applies a discourse analysis framework to explore the portrayal of women in Maysloon Hadi’s novel (The Black Eyes) (2011), using Critical Discourse Analysis (CDA) and Norman Fairclough’s tri-dimensional model (1989) as the analytical foundation. It investigates the roles and challenges women face in the novel. While there is growing interest in the portrayal of women in literature, Iraqi literature—especially from the perspective of Iraqi women writers remains underexplored. Hadi’s *The Black Eyes* provides a unique case to examine this intersection. Despite the novel’s rich narrative, which offers insight into Iraqi women’s lives, there is a lack of comprehensive CDA to understand how its language constructs
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ملخـــص البحــــث
طبيعة البحث تهدف الى بيان دقة اختيار السياق القرآني لألفاظه فكل لفظة لايمكن ان يسد مسدها لفظ آخر وان كان مرادف له في الدلالة الا ان هناك من الفروق الدلالية الدقيقة بين تلك الألفاظ حتمّت على النص اختيار الفاظ دون سواها وكيف ان للسياق الدور الاكبر في هذا الاختيار
جهود العلماء في تحديد معنى الإقرار
وحقيقته في الفقه الإسلامي
ملخـــص البحــــث
سورة النحل من سور القرآن الكريم المكية , تحدثت سورة النحل كشأن السور المكية باستفاضة عن مسائل الشريعة وأصولها , التي تنظم الشؤون الداخلية والخارجية للمسلمين , وهي تُعنى بجانب العقيدة والأخلاق والحياة الاجتماعية لتهذيب النفس الانسانية .
تضمنت السورة عدداً من الموضوعات منها العدل والاحسان , والوفاء بالعهد , وابطال الفحشاء والبغي والتوحيد ونقص العهود , وما على ذلك من
... Show Moreيهدف البحث الى:تغطية الافاق الهندسية لمتغيرات الاضاءة في المؤسسات العامة والخاصة والمتمثلة بـ (التباين ونسبة الاضاءة والسطوع ووقت الرؤية ودرجة الانعكاس) وتأثيرها في عملية الادراك البصري المقترن براحة الرؤية للمستخدمين
معنى وشروط الحركة والاتجاه في تصاميم الاقمشة المطبوعة في العراق
This research shed light on the relationship between the social orientation of the marketing (interests of the Organization ,the welfare of society, satisfaction the customer) strategies competitive dimensions of (cost leadership strategy, differentiation strategy, focus and strategy), As well as to to seek to achieve a number of knowledge and applied goals, and represented the field research problem extent of interesting researched the application of social orientation and interest in achieving competitive strategy and omission of this interest in the hotels the surveyed Organization, Based on this problem, and to clarify the relationshi
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This study aims at discussing how gender differences might affect communication among people. For this purpose, several TV interviews are selected and examined on the discourse level. Developing a model of analysis ,is found that certain linguistics have been used by male speakers ,whereas different aspects have been utilized my female speakers like deictic expressions and lexical items of emotion and delicacy .