352 pages | 75 B/W Illus.
There is now so much data on the Web that managing it with conventional tools is becoming almost impossible. To manage this data, provide interoperability and warehousing between multiple data sources and systems, and extract information from the databases and warehouses, various tools are being developed. In fact, developments in multimedia database management have exploded during the past decade. To date, however, there has been little information available on providing a complete set of services for multimedia databases, including their management, mining, and integration on the Web for electronic enterprises.
Managing and Mining Multimedia Databases fills that gap. Focusing on managing and mining multimedia databases for electronic commerce and business, it explores database management system techniques for text, image, audio, and video databases. It addresses the issues and challenges of mining multimedia databases to extract information, and discusses the directions and challenges related to integrating multimedia databases for the Web, particularly for e-business.
This book provides a comprehensive overview of multimedia data management and mining technologies, from the underlying concepts, architectures, and data models for multimedia database systems to the technologies that support multimedia data management on the Web, privacy issues, and emerging standards, prototypes, and products. Designed for technical managers, executives, and technologists, it offers your only opportunity to learn about both multimedia data management and multimedia data mining within a single book.
"Reading Data Mining by Bhavani Thuraisingham is a poignant experience…masterful and readable summary of her field…a profound overview of an important domain of human knowledge…a memorable opus."
-Dr. Dobb's Journal
PART I: MANAGING MULTIMEDIA DATABASES
Introduction to Part I
Architectures for Multimedia Database Systems
Multimedia Data and Information Models
Metadata for Multimedia Databases
Multimedia Query Processing
Multimedia Storage Management
Distributed Multimedia Database Systems
Conclusion to Part I
PART II: MINING MULTIMEDIA DATABASES
Introduction to Part II
Technologies and Techniques for Multimedia Data Mining
Mining Text, Image, Video, and Audio Data
Conclusion to Part II
PART III. MULTIMEDIA FOR THE ELECTRONIC ENTERPRISE
Introduction to Part III
Multimedia for the Web and E-Commerce
Multimedia for Collaboration, Knowledge Management, and Training for the Web
Security and Privacy Considerations for Managing and Mining Multimedia Databases
Standards, Prototypes, and Products for Multimedia Data Management and Mining
Conclusion to Part III
SUMMARY AND DIRECTIONS
Data Management Systems: Developments and Trends
Database Systems Technology
Data and Information Security
The World Wide Web, E-Business, and E-Commerce