Current Studies in Data Science and Analytics

Current Studies in Data Science and Analytics
Current Studies in Data Science and Analytics

Editors: M. Hanefi CALP, Resul BÜTÜNER


In an era where the innovation and progress of data, the field of Data Science has emerged as a science, unlocking transformative insights across a multitude of domains. With data becoming very important in decision-making, organizations, educators, and researchers are increasingly relying on advanced analytical techniques to navigate complexities and drive meaningful outcomes. This book, Current Studies in Data Science and Analytics, brings together a collection of contemporary research and practical applications, offering readers a comprehensive look at the evolving landscape of Data Science. From data analytics to data visualization, geographic information systems to cybersecurity, education, and gaming, underscores the versatility and relevance of data-driven methodologies. This book was prepared from the selected academic research and review studies invited by the editors. It was focused on the issues based on “Current Studies in Data Science and Analytics” under the leadership of The International Society for Research in Education and Science (ISRES) Publishing which is a Recognized International Publishing. In addition, all submissions were reviewed by at least two international referees and composed of 10 chapters (15 authors) selected by the editors. The purpose of the book is to provide readers with the opportunity to receive a scholarly refereed publication in the field of data science and analytics. Finally, we hope the book will present curiosity in this field, the book will be useful for new scientists, science readers, and anyone who intends to learn about the mystery of science.

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Table of Contents


Data-Driven Analytical Techniques in Geographic Information Systems
Murat KILINÇ

More Info Pages: 1-19


The New Role of Teachers in the Age of Web 3.0: Personalized Learning Environments through Learning Analytics
Hüseyin ULUKUZ

More Info Pages: 20-27


Pioneering Data-Driven Decisions: The Future of Predictive Modeling in Data Science
Kartal DERİN

More Info Pages: 28-37


An Overview of Social Network Analysis: Metrics, Tools and Applications
Akça Okan YÜKSEL

More Info Pages: 38-56


Data Science Applications in Games
Murat ATASOY, Adil YILDIZ, Lokman ŞILBIR, Ekrem BAHÇEKAPILI

More Info Pages: 57-85


Artificial Intelligence-Powered Data Analytics against Botnet Attacks: Threat Detection and Ethical Considerations
Ramazan KOCAOĞLU

More Info Pages: 86-96


Cyber Threat Analytics in Data Science: Intrusion Detection And Prevention Systems
Özgür TONKAL

More Info Pages: 97-108


Navigating the Data Science Landscape: Essential Competencies
Mehmet KOKOÇ

More Info Pages: 109-123


Analysis of IoT Security Datasets
Erdal ÖZDOĞAN, Onur CERAN

More Info Pages: 124-143


The Importance of Dashboard in Data Analysis: An Application Example
M. Hanefi CALP, Resul BÜTÜNER

More Info Pages: 144-155


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