Big Data Analytics - Methods and Applications

Cover
Half Title Page
Title Page
Copyright Page
Declaration
About the Editor
Table of Contents
List of Contributors
List of Abbreviations
Preface
SECTION I BIG DATA MODELING AND ANALYTICS APPROACHES
	Chapter 1 Big Data: Survey, Technologies, Opportunities, and Challenges
		Abstract
		Introduction
		Background
		Big Data Management
		Life Cycle And Management of Data Using Technologies and Terminologies of Big Data
		Opportunities, Open Issues, and Challenges
		Conclusion
		Acknowledgment
		References
	Chapter 2 Data Modeling and Data Analytics: A Survey from a Big
 Data Perspective
		Abstract
		Introduction
		Data Modeling
		Data Analytics
		Discussion
		Related Work
		Conclusions
		Acknowledgements
		References
	Chapter 3 Building A Productive Domain-Specific Cloud For Big Data
 Processing And Analytics Service
		Abstract
		Introduction
		Related Work
		Seismic Analytics Cloud Implementation
		Experiment And Results
		Performance Analysis
		Future Work And Conclusion
		Acknowledgements
		References
	Chapter 4 Unified Platform For AI and Big Data Analytics
		Abstract
		Introduction
		Idea Extraction Process
		Nvidia Artificial Intelligence (AI) Platform
		Configuration of Network Between Host and Slave Servers
		Creation of Hadoop Cluster on Nvidia AI Platform
		Conclusions
		Acknowledgements
		References
	Chapter 5 Semantic Recognition of a Data Structure in Big-Data
		Abstract
		Introduction
		Meta-Information
		Semantic Data Profiling Process
		Conclusions And Contribution
		References
SECTION II INFRASTRUCTURE AND SECURITY ISSUES IN BIG DATA ANALYTICS
	Chapter 6 Cloud Computing And Big Data: A Review Of Current Service  Models And Hardware Perspectives
		Abstract
		Introduction
		The User Perspective
		The Data Perspective
		The Hardware Perspective
		Summary
		References
	Chapter 7 Towards The Development Of Best Data Security For Big Data
		Abstract
		Introduction
		Current Data Security For Big Data
		Feasibility And Obstacles Of Big Data
		The Proposed Security Intelligence Model For Big Data
		Review Methodology
		Conclusions And Research Indications
		References
	Chapter 8 Risk Analysis Technique On Inconsistent Interview Big Data
 Based On Rough Set Approach
		Abstract
		Introduction
		Data Preprocessing
		Usace & Hierarchical Holographic Model Based Investment
 Risk Analysis
		Result Analysis
		Conclusions
		References
	Chapter 9 Development of Multiple Big Data Analytics Platforms
 With Rapid Response
		Abstract
		Introduction
		Related Work In Big Data Processing
		System Implementation Method
		Experimental Results And Discussion
		Conclusion
		Acknowledgments
		References
SECTION III BIG DATA APPLICATIONS IN BUSINESS, FINANCE AND MANAGEMENT
	Chapter 10 Big Data, Big Change: In The Financial Management
		Abstract
		Introduction To Big Data
		Big Data, Big Change: Accounting Data Processing
		Big Data, Big Change: Comprehensive Budget Management
		Big Data, Big Change: Management Accounting
		Big Data, Big Challenge
		Acknowledgements
		References
	Chapter 11 The Mechanism of “Big Data” Impact on Consumer Behavior
		Abstract
		Introduction
		Big Data And Overview of C2C E-Commerce
		The Process of Decision-Making in C2C Mode
		The Influence Mechanism of Big Data on Consumer Behavior
		Conclusion
		References
	Chapter 12 Non-Intrusive Context Aware Transactional Framework To Derive
 Business Insights On Big Data
		Abstract
		Introduction
		Non-Intrusive Context Aware Transactional Framework
		Proposed Architecture Frameworks
		Report Analysis
		Conclusion
		References
	Chapter 13 Big Data Usage In The Marketing Information System
		Abstract
		Introduction
		The Use Of Information on The Decision-Making Process in Marketing
		Big Data
		Use of Big Data In The Marketing Information System
		Limitations
		Final Considerations
		References
SECTION IV REAL WORLD APPLICATIONS OF BIG DATA (HEALTHCARE, SMART CITY)
	Chapter 14 Big Data Analytics In Healthcare
		Abstract
		Introduction
		Medical Image Processing From Big Data Point Of View
		Medical Signal Analytics
		Big Data Applications In Genomics
		Conclusion
		Conflict Of Interests
		Authors’ Contribution
		Acknowledgment
		References
	Chapter 15 Big Data Analytics In Immunology: A Knowledge-Based
 Approach
		Abstract
		Introduction
		Materials And Methods
		Results And Discussion
		Conclusions
		References
	Chapter 16 Using Distributed Data Over Hbase In Big Data
 Analytics Platform For Clinical Services
		Abstract
		Introduction
		Methods
		Results
		Discussion
		Limitations And Future Work
		Disclosure
		Acknowledgments
		References
	Chapter 17 Big Data Analytics Embedded Smart City Architecture For
 Performance Enhancement Through Real-Time Data Processing
 And Decision-Making
		Abstract
		Introduction
		Related Work
		Proposed Scheme
		Results And Data Analysis
		Conclusion And Future Work
		Acknowledgments
		References
Index