Developing high quality data models /
A multitude of problems is likely to arise when developing data models. With dozens of attributes and millions of rows, data modelers are always in danger of inconsistency and inaccuracy. The development of the data model itself could result in difficulties presenting accurate data. The need to impr...
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| Main Author: | |
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Burlington, MA :
Morgan Kaufmann,
©2011.
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| Subjects: | |
| Online Access: | CONNECT CONNECT |
MARC
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| 245 | 1 | 0 | |a Developing high quality data models / |c Matthew West. |
| 260 | |a Burlington, MA : |b Morgan Kaufmann, |c ©2011. | ||
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| 520 | |a A multitude of problems is likely to arise when developing data models. With dozens of attributes and millions of rows, data modelers are always in danger of inconsistency and inaccuracy. The development of the data model itself could result in difficulties presenting accurate data. The need to improve data models begins with getting it right in the first place. Using real-world examples, Developing High Quality Data Models walks the reader through identifying a number of data modeling principles and analysis techniques that enable the development of data models that both meet business requirements and have a consistent basis. The reader is presented with a variety of generic data model patterns that both exemplify the principles and techniques discussed and build upon one another to give a powerful and integrated generic data model. This model has wide applicability across many disciplines in government and industry, including but not limited to energy exploration, healthcare, telecommunications, transportation, military defense, transportation, and more. * Uses a number of common data model patterns to explain how to develop data models over a wide scope in a way that is consistent and of high quality *Offers generic data model templates that are reusable in many applications and are fundamental for developing more specific templates *Develops ideas for creating consistent approaches to high quality data models. | ||
| 505 | 0 | |a Chapter 1: What are Data Models For? Chapter 2: Different Sorts of Data Models Chapter 3: Languages and Notations for Data and Data Models Chapter 4: Layout of Data Models Chapter 5: Reviewing and Improving Data Models Chapter 6: High Quality Data Models Chapter 7: Principles for Data Models Chapter 8: A Generic Framework for a Changing World Chapter 9: Integration of Data Models Chapter 10: Future Directions. | |
| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Print version record. | |
| 542 | |f Copyright #169: Elsevier Science Technology |g 2011 | ||
| 500 | |a O'Reilly Online Learning Platform: Academic Edition (SAML SSO Access) |5 TMurS | ||
| 500 | |a ScienceDirect eBook - Computer Science 2011 (Elsevier and Woodhead) |5 TMurS | ||
| 650 | 0 | |a Database design. | |
| 650 | 0 | |a Data structures (Computer science) | |
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