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Common Sense Data

Juha Korpela

Writings on data that (should) make sense. Tackling the difficult non-technical problems relating to data modeling, data governance, data team operating models, and many more!

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Substack
PricingOnly free issuesPublishesWeekly
Issues16SubscribersRead commonsensedata.substack.com

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

Semantic Linking: Managing Mappings

In the last article, I wrote about the concept of “aboutness”. It was an argument for separating the data object (table, column, view, file…) from the semantic object (term, concept…) and connecting the two. This connection, of course, is a...

10 days ago
16
3

Semantic Linking: the Aboutness of Data

Having data without semantics means you’re flying blind. Having semantics without data means you don’t have a plane to fly. The combination is what we’re after - and how that combination is achieved is the subject of today’s article.

17 days ago
22
5

The Quest for Semantic Architecture

We need more semantics. What we have now isn’t cutting it; not in terms of what our AI solutions need, but also not in terms of what we humans need. Data needs context - has always needed, will always need. The current ways of implementing ...

a month ago
32
13

Why the "Semantic Layer" Isn't Enough for AI

AI needs context, and the most important context is SEMANTICS: what do words mean, and by extension, what does our data mean? As this is now generally accepted to be an absolutely crucial thing in the data & AI industry, a myriad technologi...

a month ago
29
4

Authors

The writers behind this newsletter.

  • Juha Korpela

    Data modeling enthusiast & independent consultant at Datakor Consulting

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