Enterprise Data Governance. Reference and Master Data Management Semantic Modeling
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- Miles Dwain Parks
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1 Brochure More information from Enterprise Data Governance. Reference and Master Data Management Semantic Modeling Description: In an increasingly digital economy, mastering the quality of data is an increasingly vital yet still, in most organizations, a considerable task. The necessity of better governance and reinforcement of international rules and regulatory or oversight structures (Sarbanes Oxley, Basel II, Solvency II, IAS-IFRS, etc.) imposes on enterprises the need for greater transparency and better traceability of their data. All the stakeholders in a company have a role to play and great benefit to derive from the overall goals here, but will invariably turn towards their IT department in search of the answers. However, the majority of IT systems that have been developed within businesses are overly complex, badly adapted, and in many cases obsolete; these systems have often become a source of data or process fragility for the business. It is in this context that the management of reference and master data or Master Data Management (MDM) and semantic modeling can intervene in order to straighten out the management of data in a forward-looking and sustainable manner. This book shows how company executives and IT managers can take these new challenges, as well as the advantages of using reference and master data management, into account in answering questions such as: Which data governance functions are available? How can IT be better aligned with business regulations? What is the return on investment? How can we assess intangible IT assets and data? What are the principles of semantic modeling? What is the MDM technical architecture? In these ways they will be better able to deliver on their responsibilities to their organizations, and position them for growth and robust data management and integrity in the future. Contents: Testimonials from the MDM Alliance Group xiii Foreword xxv Preface xxix Acknowledgements xxxix Introduction to MDM xli PART ONE: THE MDM APPROACH 1 Chapter 1. A Company and its Data The importance of data and rules repositories Back to basics Reference/Master data definition Searching for data quality Different types of data repositories 27 Chapter 2. Strategic Aspects Corporate governance The transformation stages of an IT system Sustainable IT Architecture 51
2 Chapter 3. Taking Software Packages into Account The dead end of locked repositories Criteria for choosing software packages Impact for software vendors MDM is also a software package 65 Chapter 4. Return on Investment Financial gain from improved data quality The financial gain of data reliability The financial gain of mastering operational risks The financial gain of IS transformation Summary of the return on investment of MDM 83 PART TWO: MDM FROM A BUSINESS PERSPECTIVE 87 Chapter 5. MDM Maturity Levels and Model-driven MDM Virtual MDM Static MDM Semantic MDM The MDM maturity model A Model-driven MDM system 103 Chapter 6. Data Governance Functions Brief overview Ergonomics Version management The initialization and update of data by use context Time management Data validation rules The data approval process Access rights management Data hierarchy management Conclusion 131 Chapter 7. Organizational Aspects Organization for semantic modeling The definition of roles 146
3 7.3. Synthesis of the organization required to support the MDM 148 PART THREE: MDM FROM THE IT DEPARTMENT PERSPECTIVE 151 Chapter 8. The Semantic Modeling Framework Establishing the framework of the method Choosing the method The components of Enterprise Data Architecture The drawbacks of semantic modeling Ready-to-use semantic models 180 Chapter 9. Semantic Modeling Procedures A practical case of semantic modeling: the address Example of Enterprise Data Architecture Semantic modeling procedures 202 Chapter 10. Logical Data Modeling The objectives of logical modeling The components of logical data modeling The principle of loose-coupling data The data architecture within categories Derivation procedures Other logical modeling procedures 229 Chapter 11. Organization Modeling The components of pragmatic modeling Data approval processes Use cases Administrative objects The derivation of pragmatic models to logical models 244 Chapter 12. Technical Integration of an MDM system Integration models Semantic integration Data synchronization Integration with the BRMS Classification of databases and software development types 263
4 Conclusion 267 Appendix. Semantic Modeling of Address 271 A.1. The semantic model 272 A.2. Examples of screens generated by Model-driven MDM 277 A.3. Semantic modeling and data quality 282 A.4. Performance 282 A.5. Lifecycle of the Address business object 282 A.6. Insight into the XML schema 283 Bibliography 285 Index 287 Ordering: Order Online - Order by Fax - using the form below Order by Post - print the order form below and send to Research and Markets, Guinness Centre, Taylors Lane, Dublin 8, Ireland.
5 Page 1 of 2 Fax Order Form To place an order via fax simply print this form, fill in the information below and fax the completed form to (from USA) or (from Rest of World). If you have any questions please visit Order Information Please verify that the product information is correct. Product Name: Web Address: Office Code: Enterprise Data Governance. Reference and Master Data Management Semantic Modeling SC Product Format Please select the product format and quantity you require: Hard Copy (Hard Back): Quantity USD USD 28 Shipping/Handling * Shipping/Handling is only charged once per order. Contact Information Please enter all the information below in BLOCK CAPITALS Title: Mr Mrs Dr Miss Ms Prof First Name: Last Name: Address: * Job Title: Organisation: Address: City: Postal / Zip Code: Country: Phone Number: Fax Number: * Please refrain from using free accounts when ordering (e.g. Yahoo, Hotmail, AOL)
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