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KGConf / BookClub-Designing-BuildingEnterpriseKG

This is the Github Repository for the Knowledge Graph Conference Book Club around the book " Designing and Building Enterprise Knowledge Graphs: Synthesis Lectures on Data, Semantics, and Knowledge" with Juan Sequeda and Ora Lassila
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how to capture reasoning in phase-1 knowledge report of iterative KG-building process? #21

Closed dwinston closed 2 years ago

dwinston commented 2 years ago

Where might symbolic and statistical reasoning fit in to the "knowledge report" framework of Chapter 4, e.g. in Tables 4.2 through 4.4?

It seems that some decisions re: reasoning would directly impact trust in answers to business questions. For example, questions about "family members" (is a step-child's spouse included?) or about "outliers" (> 3 sigma for a fit normal distribution?) may rely on consistent symbolic and non-symbolic (statistical) characterizations, respectively, for which a C-suite report-reader would not want different data consumers, e.g. analysts, to produce different values based on the same data product, i.e. based on the same KG projection.

msesboue commented 2 years ago

Discussed at the beginning of sesssion 6