Applied big data analytics and its role in COVID-19 research / Peng Zhao and Xi Chen.

Format:

Book

Author/Creator:

Zhao, Peng, 1985- author.

Chen, Xi, Author.

Language:

English

Subjects (All):

COVID-19 (Disease).

Big data.

Data mining.

Physical Description:

1 online resource (365 pages)

Place of Publication:

IGI Global 2022

Summary:

There has been a multitude of studies focused on the COVID-19 pandemic across fields and disciplines as all sectors of life have had to adjust the way things are done and adapt to the constantly shifting environment. These studies are crucial as they provide support and perspectives on how things are changing and what needs to be done to stay afloat. Connecting COVID-19-related studies and big data analytics is crucial for the advancement of industrial applications and research areas. Applied Big Data Analytics and Its Role in COVID-19 Research introduces the most recent industrial applications and research topics on COVID-19 with big data analytics. Featuring coverage on a broad range of big data technologies such as data gathering, artificial intelligence, smart diagnostics, and mining mobility, this publication provides concrete examples and cases of usage of data-driven projects in COVID-19 research. This reference work is a vital resource for data scientists, technical managers, researchers, scholars, practitioners, academicians, instructors, and students.

Contents:

Book Series Chapter 1: Data Gathering, Processing, and Visualization for COVID-19 Chapter 2: Simulating and Preventing COVID-19 Using Epidemiological Models Chapter 3: Forecasting Techniques for the Pandemic Trend of COVID-19 Chapter 4: Mining Mobility Data in Response to COVID-19 Chapter 5: Monitoring Social Distancing With Real-Time Detection and Tracking Chapter 6: Artificial Intelligence Methods for Face Covering Detections Chapter 7: Identifying COVID-19 Cases Rapidly and Remotely Using Big Data Analytics Chapter 8: Smart Diagnostics of COVID-19 With Data-Driven Approaches Chapter 9: The Role of Big Data Analytics in Drug Discovery and Vaccine Development Against COVID-19 Chapter 10: Developing a Web-Based COVID-19 Fake News Detector With Deep Learning Chapter 11: Fighting Anti-Asian Hate in and After the COVID-19 Crisis With Big Data Analytics Chapter 12: Big Data Thinking of Economy, Investment, and Business in COVID-19

Notes:

Includes bibliographical references and index.

Description based on print version record.

ISBN:

1-7998-8795-2