Ontology Learning or How All Texts Hide Schemas

Pauline Armary
Towards AI
Published in
9 min readOct 30, 2023

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Text-based ontology learning supports knowledge engineers in analyzing business knowledge from company documents. Find out more about this area of innovation in hybrid AI…

An example is worth a thousand words

Do you remember the diagram of the water cycle?
Seawater evaporates. This creates water vapor, which condenses into clouds that pour down as rain…
To refresh your memory, here’s a diagram from Wikipedia in Simple English and the corresponding description:

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I am a Data Scientist and PhD student. My work focuses on Ontology Learning from textual data. I am interested in Ontology, Knowledge Graph and NLP/NLU.