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[D]Apply machine learning in database design

Hello, I’ve met some problems recently. Here it is:

Given a database, and there are a few tables in it. And also infomations such as data dictionaries, comments, data types and so on are provided. What can we do to automatically or semi-automatically extract E-R diagram (or find these tables’ relationships) from these tables and documents using ML or NLP methods? I think this is a database design problem which requires NLP methods.

I read some papers and found that not really many people are doing researchs in these fields. Many of these papers are really old. Because I’m really new to NLP, I ‘m not sure how such problems are handled in NLP areas. Can anyone share some insights? Much appreciated.

submitted by /u/GeForceKawaiiyo
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.