FRED is the first and state-of-the-art Open Knowledge Extraction tool for the Semantic Web: its first version is from 2012. FRED is able to extract RDF/OWL graphs from an arbitrary text by integrating the output of multiple natural language processing and entity linking components, formalizing the integration according to ontology design patterns, linked data best practices, and a rigorous semantics. It also deeply annotates the text, so providing a middleware for new generation semantic technology applications.

FRED v2

Aldo Gangemi;Andrea Giovanni Nuzzolese;Valentina Presutti;Francesco Draicchio;
2015

Abstract

FRED is the first and state-of-the-art Open Knowledge Extraction tool for the Semantic Web: its first version is from 2012. FRED is able to extract RDF/OWL graphs from an arbitrary text by integrating the output of multiple natural language processing and entity linking components, formalizing the integration according to ontology design patterns, linked data best practices, and a rigorous semantics. It also deeply annotates the text, so providing a middleware for new generation semantic technology applications.
2015
Istituto di Scienze e Tecnologie della Cognizione - ISTC
Open Knowledge Extraction
Machine Reading
Natural Language Processing
Semantic Web
Linked Data
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/308166
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