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Semantic Modeling for Data: Avoiding Pitfalls and Breaking Dilemmas

Semantic Modeling for Data: Avoiding Pitfalls and Breaking Dilemmas

Paperback

DatabasesGeneral Computers

Publisher Price: $89.99

ISBN10: 1492054275
ISBN13: 9781492054276
Publisher: O'Reilly Media
Published: Sep 29 2020
Pages: 328
Weight: 1.16
Height: 0.69 Width: 7.00 Depth: 9.19
Language: English

What value does semantic data modeling offer? As an information architect or data science professional, letâ€Â(TM)s say you have an abundance of the right data and the technology to extract business goldâ€Âbut you still fail. The reason? Bad data semantics.

In this practical and comprehensive field guide, author Panos Alexopoulos takes you on an eye-opening journey through semantic data modeling as applied in the real world. Youâ€Â(TM)ll learn how to master this craft to increase the usability and value of your data and applications. Youâ€Â(TM)ll also explore the pitfalls to avoid and dilemmas to overcome for building high-quality and valuable semantic representations of data.

  • Understand the fundamental concepts, phenomena, and processes related to semantic data modeling
  • Examine the quirks and challenges of semantic data modeling and learn how to effectively leverage the available frameworks and tools
  • Avoid mistakes and bad practices that can undermine your efforts to create good data models
  • Learn about model development dilemmas, including representation, expressiveness and content, development, and governance
  • Organize and execute semantic data initiatives in your organization, tackling technical, strategic, and organizational challenges

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General Computers