[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-123090-en":3,"doc-seo-123090-105":30,"detail-sidebar-cat-0-en-105":92},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":20,"is_deleted":4,"is_public":20,"is_downloadable":20,"audit_status":20,"page_count":21,"language":22,"language_code":23,"site_id":24,"html_lang":23,"table_of_contents":25,"faqs":26,"seo_title":27,"seo_description":14,"update_tm":28,"read_time":29},123090,1099514068035,"Ezra","https://ap-avatar.wpscdn.com/davatar_276721f389ce27ea32af1340a28f341c",8,"Research & Report","Creating Digital Identity for Arabic National Libraries - A Practical Study","This study investigates using machine learning (ML) content analysis algorithms to build a robust digital identity for Arabic national libraries by analyzing their mission and vision statements. The proposed approach seeks to align digital identity attributes with the libraries’ core roles, values, tasks, and strategic goals to support a coherent and impactful online presence. A practical experimental method applies ML models to derive digital identities from mission and vision statements of six selected Arabic national libraries. Topic modeling with LDA is highlighted as a strong tool for discovering hidden themes.","Creating Digital Identity for Arabic National Libraries from Content Analysis of Missions & Vision Statements Using Machine Learning Algorithms. A Practical Study  \nد. مؤمن سيد عثمان يس النشرتي  \nAbstract:  \nThis study explores the utilization of ML content analysis algorithms to create a robust digital identity for Arabic national libraries by analyzing their mission and vision statements. The proposed approach aims to align the digital identity with the core roles, values, tasks, and strategic goals of these libraries, thereby fostering a coherent and impactful online existing. the study employed a practical method for applying machine learning model on deriving digital identities depending on the libraries mission statement and vision. the population of study consisted of a selection of six Arabic national libraries, where these libraries provide access to their mission and vision statements by their websites. The most importance findings were that Topic modeling with LDA algorithm is a powerful methodology for discovering hidden themes in Arabic National Libraries vision and mission statements to build a digital identity for these libraries1.  \nالمستخلص  \nهدفت هذه الدراسة إلى توظيف خوارزميات تحليل محتوى التعلم الآلي لإنشاء هوية رقمية قويةللمكتبات الوطنية العربية من خلال تحليل بيانات كل مهمتها ورؤيتها . كما تهدف الدراسة إلىتقديم نهج مقترح لمواءمة الهوية الرقمية مع الأدوار والقيم والمهام والأهداف الإستراتيجية لهذهالمكتبات، وبالتالي تعزيز وجودها وجعله متماسك ومؤثر عبر الإنترنت، وقد اعتمدت الدراسة فيذلك على المنهج التجريبي لتطبيق نموذج التعلم الآلي في استخلاص الهويات الرقمية اعتمادً ا علىبيان مهمة المكتبة ورؤيتها، وقد تكوّن مجتمع الدراسة من مجموعة مختارة من ست مكتباتوطنية عربية، حيث توفر هذه المكتبات إمكانية الوصول إلى بيانات رسالتها ورؤيتها من خلالمواقعها الإلكترونية، وكانت أهم النتائج لهذه الدراسة أن نمذجة المواضيع باستخدامخوارزمية LDA هي منهجية قوية لاكتشاف المواضيع الخفية في رؤية ورسالة المكتبات الوطنيةالعربية لبناء هوية رقمية لهذه المكتبات.  \nKeywords: Digital Identity –Arabic National Libraries – Vision and Mission Statements - Content Analysis -Machine  \nLearning Algorithms - Topic Modeling - Latent Dirichlet Allocation (LDA).  \nIntroduction:  \nCurrently, one of the most important keystones of digital world is the digital Identity, which has ability to distinguish entities each other’s, whether these entities are individuals, organizations, locations, events, dates, or concepts in Digital and virtual world. According to digital transformation, the digital identity can be considered as initial phase to moving to digital environment for digitalizing organizations, the reasons backs to that digital identity ensures there is no confusion or distortion between similar entities, or that has the same features, so processes, electronic transactions, security, comminating, browsing, searching, retrieval, integration, exchanging which related to these entities will be accurate and secure.  \nAccording to (ENISA, 2023) A digital identity represents attributes related to an entity and is used in electronic transactions, the digital identity is unique to the context of a digital services. In this regard, an entity can be a natural person (human being), a technical user/instance (e.g., software artefactor device), or a legal entity (organization) .  \nDigital identity is the data that internet, computer systems, cyber applications, use to represent entities which can be individuals, organizations, applications, or devices.  \nThe Vision and Mission Statements play critical role in creating Digital Identity, where it articulates the core purpose, roles, missions, tasks, values, and strategic goals of an organization. in addition to provide a framework for decision-making and strategic planning, so, analyzing these statements can reveal the underlying themes and values that should be reflected in Arabic national Libraries digital identity.  \nThe libraries play main roles in societies for supporting and facilitating the building of individ","cbCaiiZRCO6NvFzR","https://ap.wps.com/l/cbCaiiZRCO6NvFzR","pdf",2659231,1,44,"English","en",105,"# Abstract\n## Introduction\n## Problem Statement\n## Method and Case Selection\n## Key Findings","[{\"question\":\"How does the study create a digital identity for Arabic national libraries?\",\"answer\":\"It applies machine learning content analysis to mission and vision statements, extracting themes that can be reflected in the libraries’ digital identity attributes and online presence.\"},{\"question\":\"What role do vision and mission statements play in the proposed approach?\",\"answer\":\"They define the organization’s core purpose, roles, values, tasks, and strategic goals, and their analysis reveals underlying themes and priorities suitable for shaping the digital identity.\"},{\"question\":\"Why is LDA topic modeling emphasized in the findings?\",\"answer\":\"The study reports that LDA topic modeling is an effective methodology for discovering hidden themes within Arabic libraries’ mission and vision statements, supporting digital identity building.\"}]","Creating Digital Identity for Arabic National Libraries - 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