Semantic Web Machine Reading with FRED

A machine reader is a tool able to transform natural language text to formal structured knowledge so as the latter can be interpreted by machines, according to a shared semantics. FRED is a machine reader for the semantic web: its output is a RDF/OWL graph, whose design is based on frame semantics. Nevertheless, FRED's graph are domain and task independent making the tool suitable to be used as a semantic middleware for domain- or task-specific applications. To serve this purpose, it is available both as REST service and as Python library. This paper provides details about FRED's capabilities, design issues, implementation and evaluation.

Publication type: 
Articolo
Author or Creator: 
A. Gangemi and V. Presutti and D. Reforgiato Recupero and A.G. Nuzzolese and F. Draicchio and M. Mongiovi
Publisher: 
IOS Press, Amsterdam , Paesi Bassi
Source: 
Semantic web (Online) (2016). doi:10.3233/SW-160240
info:cnr-pdr/source/autori:A. Gangemi and V. Presutti and D. Reforgiato Recupero and A.G. Nuzzolese and F. Draicchio and M. Mongiovi/titolo:Semantic Web Machine Reading with FRED/doi:10.3233/SW-160240/rivista:Semantic web (Online)/anno:2016/pagina_da:/pag
Date: 
2016
Resource Identifier: 
http://www.cnr.it/prodotto/i/367293
https://dx.doi.org/10.3233/SW-160240
info:doi:10.3233/SW-160240
http://content.iospress.com/articles/semantic-web/sw240
Language: 
Eng
ISTC Author: 
Aldo Gangemi's picture
Real name: 
Valentina Presutti's picture
Real name: 
Andrea Nuzzolese's picture
Real name: