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Re: What is a sematic data model?

• From: Michael Kay <mike@saxonica.com>
• To: Roger L Costello <costello@mitre.org>
• Date: Fri, 12 Nov 2021 13:11:26 +0000

> 
> Michael, what is a "semantic data model"?

A semantic data model tells you how the items in your data relate to things in the real world. An XML document might have a <product> element, but it doesn't tell you what a product is - and it's always more complicated than you think (for example, if you put your cornflakes in a Christmas-themed package one week, does that make it a different product?).

> Would you give an example of a semantic data model for XML and an example of a semantic data model for JSON, please?

You're putting the cart before the horse. You create a semantic data model for a problem domain (for example, in UML), and then you define XML or JSON representations of the data in that domain. The conceptual data model comes first, the concrete realisations come second.

Of course, people often skimp on data modelling and can get into a mess as a result. I did some modelling work with a TV company that couldn't agree what a "channel" was - some people thought it was a content service that people subscribed to, others that it was a set of electrical signals transmitted on a particular frequency.


> How are their semantic data models used to transform XML to JSON and vice versa?
> 

You design an XML representation of the data model, and you design a JSON representation of the data model, and then you work out how they relate to each other, by referring back to the data model.

Michael Kay
Saxonica

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• References:
  • What is a sematic data model?
    • From: Roger L Costello <costello@mitre.org>