Intelligent analytics with advanced multi-industry applications / Zhaohao Sun.

Format:

Book

Author/Creator:

Sun, Zhaohao, author.

Series:

Advances in data mining and database management (ADMDM) book series.

Advances in Data Mining and Database Management (ADMDM) Book Series

Language:

English

Subjects (All):

Operations research--Data processing.

Operations research.

Industrial management--Data processing.

Industrial management.

Quantitative research.

Physical Description:

28 PDFs (392 pages)

Place of Publication:

Hershey, PA : IGI Global, [2021]

System Details:

Mode of access: World Wide Web.

Summary:

"This book conveys the foundations, technologies, thoughts, and methods of intelligent analytics with multi-industry applications to scientists, engineers, educators and business, service and management professionals, who have interest in big data, big information, big knowledge and big intelligence and wisdom, can be applied in data science, information science, and knowledge science"-- Provided by publisher

Contents:

Section 1. Foundations of intelligent analytics. Chapter 1. The nature of intelligent analytics ; Chapter 2. Hybrid intelligence framework for augmented analytics ; Chapter 3. Only can AI understand me?: big data analytics, decision making, and reasoning ; Chapter 4. Data science and big data practice using Apache Spark and Python

Section 2. Technologies for intelligent analytics. Chapter 5. On the similarity search with hamming space sketches ; Chapter 6. Connectivity management in drone networks: models, algorithms, and methods ; Chapter 7. Exploring cryptocurrency sentiments with clustering text mining on social media ; Chapter 8. AI-driven big healthcare analytics: contributions and challenges ; Chapter 9. Face recognition and face detection using open computer vision classifiers and Python

Section 3. Applications of intelligent analytics. Chapter 10. Big data analytics for smart airport management ; Chapter 11. A big data analysis of the factors influencing movie box office in China ; Chapter 12. Evaluation of hotel web pages according to user suitability ; Chapter 13. The impact of news on public-private partnership stock price in China via text mining method ; Chapter 14. Ergonomic criteria based material handling equipment selection ; Chapter 15. A preliminary framework to fight tax evasion in the home renovation market ; Chapter 16. Development and analysis of virtual laboratory as an assistive tool for teaching grade 8 physical science classes.

Notes:

Description based on print version record.

"Premier Reference Source" -- Cover.

Includes bibliographical references and index.

ISBN:

9781799849643

1799849643

OCLC:

1204265338