データサイエンスの社会的応用 Data Science in Societal Applications : Concepts and Implications (Studies in Big Data)

Rautaray, Siddharth Swarup (EDT)/ Pandey, Manjusha (EDT)/ Nguyen, Nhu Gia (EDT)

Springer Verlag, Singapore（2022/10発売）

• 製本 Hardcover:ハードカバー版／ページ数 193 p.
• 言語 ENG
• 商品コード 9789811951534

Full Description

The book provides an insight into the practical applications and theoretical foundation of data science. The book discusses new ways of embracing agile approaches to various facets of data science, including machine learning and artificial intelligence, data mining, data visualization, and communication. The book includes contributions from academia and industry experts detailing the shortfalls of current tools and techniques used and generating the blueprint of the new technologies. The topics covered in the book range from theoretical and foundational research, platforms, methods, applications, and tools in data science. The chapters in the book add a social, geographical, and temporal dimension to data science research. The papers included are application-oriented that prepare and use data in discovery research. This book will provide researchers and practitioners with a detailed snapshot of current progress in data science. Moreover, it will stimulate new study, research, and the development of new applications. 

Contents

Cloud GIS Model for Coastal Geospatial Big Data Analytics.- Appealing AI in Appalling Covid-19 Crisis and the Impending.- Role of Data Science in Programmatic Advertising.- Social Development Data and Societal Modelling: A study in Indian Context.- Deep learning Trends and Inspired Systems in Natural Language Processing.