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I need to represent sentences in the RDF format.

In other words "John likes cake" would be automatically represented as:

Subject: John 

Predicate: Likes 

Object: Cake

Does anyone know where I should start? Are there any programs that can do this automatically or would I need to do everything from scratch?

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The English language has its own word order, which determines the way of ordering words in a sentence. This research work gives a novel framework for the database to ontology mapping for an explicit description of domain knowledge. It shows the manner by which sentences in the English language can be described as knowledge patterns by means of RDF (Resource Description Framework) graphs.

For more information about Representing Natural Language Sentences in RDF Graph and Discourse Representation for Ontology Mapping, refer to the following link:

https://www.semanticscholar.org/paper/Representing-Natural-Language-Sentences-in-RDF-and-Abdur/94065827655c56a035d5e909fa81abed82b32657

If you wish to learn more about Natural Language Processing then visit this NLP Tutorial.

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