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Hi Community.
We are not sure if we can find an ML solution based on the data we have.
Mainly we do have just on complex source field containing product description including a company name. We need the company name only. We are still using regex to get string parts from product desc field. And sure we could use static mapping but if new products appear manuell entering would required.
Our idea would be using ML as if you check the attachement our brain is able to see a pattern.
Regards Roberto
Here is a link to an article that looks interesting. I've not worked through this approach in detail, so go with care.
https://www.analyticsinsight.net/company-names-standardization-using-a-fuzzy-nlp-approach/
From your example file, I note a few things about your source data:
Good luck. From my point of view, this is a non-trivial challenge. Let us know how you get on with this.
Here is a link to an article that looks interesting. I've not worked through this approach in detail, so go with care.
https://www.analyticsinsight.net/company-names-standardization-using-a-fuzzy-nlp-approach/
From your example file, I note a few things about your source data:
Good luck. From my point of view, this is a non-trivial challenge. Let us know how you get on with this.
Hi Tom.
Thanks for you reply. i didn't quite manage to build your solution. i will have to try this again.
Regards Roberto