Automatic Ontology Generation

Forums: Ontology, Automatic Ontology Generation, Ontology Generation, Ontology From Text
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Could anyone tell me how to generate an ontology automatically from text (for a large data set, like multiplr document pages)?
For example, if the text is "John is the father of Ted", I want an ontology generated that makes Classes{John, Ted} and interlinks the former to the latter using "isFather" objectproperty.

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@elang,

This is NLP relationship extraction. Do you have NLP knowledge or technical resources to help you?

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@JPB,

I do not have a lot of help in NLP area. Is there any software/plugin that allows me to do this?
I have tried OntoLT, OntoGen, DOG4DAG etc. without success.
Also, I tried using topic maps and Chew (of Ontopia), but it gave me only the major keywords, with absolutely no realtions.

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Automatic Ontology Generation

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