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CITATION

Berson, Alex and Dubov, Larry. MASTER DATA MANAGEMENT AND DATA GOVERNANCE, 2/E. US: McGraw-Hill Osborne Media, 2010.

MASTER DATA MANAGEMENT AND DATA GOVERNANCE, 2/E

Authors: Alex Berson and Larry Dubov

Published:  November 2010

eISBN: 9780071744591 0071744592 | ISBN: 9780071744584
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  • Contents
  • Forewords
  • Acknowledgments
  • Introduction
  • Part I: Introduction to Master Data Management
  • 1 Overview of Master Data Management
  • Master Data Management (MDM)
  • Master Data Management for Customer Domain: Customer Data Integration (CDI)
  • Other MDM Variants: Products, Organizations, Hierarchies
  • Introduction to MDM Classification Dimensions
  • Key Benefits of Master Data Management
  • References
  • 2 MDM: Overview of Market Drivers and Key Challenges
  • Market Growth and Adoption of MDM
  • Business and Operational Drivers of MDM
  • MDM Challenges
  • References
  • 3 MDM Applications by Industry
  • Industry Views of MDM
  • Commercial Sector
  • Public Sector
  • References
  • Part II: Architectural Considerations
  • 4 MDM Architecture Classifications, Concepts, Principles, and Components
  • Architectural Definition of Master Data Management
  • Evolution of Master Data Management Architecture
  • MDM Architectural Philosophy and Key Architecture Principles
  • MDM Architecture Viewpoints
  • References
  • 5 Data Management Concerns of MDM Architecture: Entities, Hierarchies, and Metadata
  • Data Strategy
  • Managing Data in the Data Hub
  • References
  • 6 MDM Services for Entity and Relationships Resolution and Hierarchy Management
  • Architecting an MDM System for Entity Resolution
  • MDM Architecture for Entity Resolution
  • Aggregating Entity Information
  • Data Hub Keys and Life-Cycle Management Services
  • References
  • 7 Master Data Modeling
  • Importance of Data Modeling
  • Predominant Data Modeling Styles
  • MDM Data Modeling Requirements
  • Data Modeling Styles and Their Support for Multidomain MDM
  • References
  • Part III: Data Security, Privacy, and Regulatory Compliance
  • 8 Overview of Risk Management for Master Data
  • Risk Taxonomy
  • Regulatory Compliance Landscape
  • Regulatory Compliance Requirements and Their Impact on MDM IT Infrastructure
  • Key Information Security Risks and Regulatory Concerns
  • Key Technical Implications of Data Security and Privacy Regulations on MDM Architecture
  • References
  • 9 Introduction to Information Security and Identity Management
  • Traditional and Emerging Concerns of Information Security
  • Overview of Security Technologies
  • Integrating Authentication and Authorization
  • Web Services Security Concerns
  • Putting It All Together
  • References
  • 10 Protecting Content for Secure Master Data Management
  • Data Security Evolution
  • Data Security Overview
  • Enterprise Rights Management
  • References
  • 11 Enterprise Security and Data Visibility in Master Data Management Environments
  • Access Control Basics
  • Policies and Entitlements
  • Entitlements and Visibility
  • Integrating MDM Solutions with Enterprise Information Security
  • References
  • Part IV: Implementing and Governing Master Data Management
  • 12 Building a Business Case and Roadmap for MDM
  • Importance of the MDM Business Case and the Current State of the Problem
  • MDM Sponsorship Scenarios and Their Challenges
  • What MDM Stakeholders Want to Know
  • Business Processes and MDM Drivers
  • Benefits and Their Estimation
  • Importance of the MDM Roadmap
  • Conclusion
  • References
  • 13 Project Initiation
  • Implementation Begins
  • Scope Definition
  • MDM Data Hub Solution Architecture
  • Project Work Streams
  • References
  • 14 Entity Resolution: Identification, Matching, Aggregation, and Holistic View of the Master Objects
  • Holistic Entity View and a 360-Degree View of a Customer: Frequently Used Terms and Definitions
  • Attributes and Attribute Categories Commonly Used for Matching and Identification
  • Customer Identification, Matching Process, and Models
  • Summary of Data-Matching Requirements and Solutions
  • References
  • 15 Beyond Party Match: Merge, Split, Party Groups, and Relationships
  • Merge and Split
  • Relationships and Groups
  • Need for Persistent Match Group Identifiers
  • References
  • 16 Data Synchronization, MDM System Testing, and Other Implementation Concerns
  • Goals of Data Synchronization
  • Technology Approach to Use Case Realization
  • Testing Considerations
  • Considerations for the MDM Application and Presentation Layers
  • Additional Technical and Operational Concerns
  • References
  • 17 Master Data Governance
  • Basics of Data Governance
  • Data Governance for Master Data Management
  • How to Make Data Governance More Focused and Efficient
  • Conclusion
  • References
  • Part V: Master Data Management: Markets, Trends, and Directions
  • 18 MDM Vendors and Products Landscape
  • MDM Market Consolidation
  • Major MDM Vendors
  • References
  • 19 Where Do We Go from Here?
  • Review of the Key Points Covered in the Preceding Chapters
  • Main Reasons MDM Projects Fail
  • MDM Guiding Principles
  • Master Data Management: Trends and Directions
  • References
  • Part VI: Appendixes
  • A: List of Acronyms
  • B: Glossary
  • A
  • B
  • C
  • D
  • E
  • H
  • I
  • J
  • L
  • M
  • N
  • O
  • P
  • R
  • S
  • T
  • V
  • W
  • Index