PHUSE Community Forum – Enterprise Knowledge Graph Supporting Business Improvement - Example with the Clinical Study Process - Shared screen with speaker view
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Thanks Cedric for presenting! It is a massive project. I wonder, is all the data that ends up in this KG ingested automatically from existing systems/documents or is there human in the loop? and to which extent?
Another question - which department in Novartis was in charge of building this knowledge graph?
Where are the clinical data ? I just see a lot of metadata.
I'm interested how often this knowledge graph entities are reviewed/updated and there is a governance organization to manage the changes.
What are you using for rules and checks on the data: SHACL, SHEX, other?
What do you see as the primary factors blocking "clinical trial data as graph" (clinical trials raw data and analysis results as RDF, not just metadata and process representations)
How are you using the graph? i.e. what is the business problem being solved and therefore what's the ROI being achieved?
Thanks Cedric, for a very informative presentation! what was the most challenging aspect of this project?
This custom development is impressive, has there been any commercial technology considered as suitable solutions to implement this graph?
Is this tool fast enough for end users? it might get slow as larger data are accumulated.
Another question, you mentioned the SCE uses this graph within Novartis, do they use it as an MDR mostly, or any other main uses as well?
that's great, thank you!
Thank you, Cedric!
Thanks all, was pleasure