A FRAMEWORK FOR STRUCTURED KNOWLEDGE EXTRACTION AND REPRESENTATION FROM NATURAL LANGUAGE THROUGH DEEP SENTENCE ANALYSIS

Stefania Costantini, Niva Florio, Alessio Paolucci

2011

Abstract

We present a framework that allow to extract knowledge from natural language sentences using a deep analysis technique based on linguistic dependencies. The extracted knowledge is represented in OOLOT, an intermediate format inspired by the Language of Thought (LOT) and based on Answer Set Programming (ASP). OOLOT uses ontology oriented lexicon and syntax. Finally, it is possible to export the knowledge in OWL and native ASP.

Paper Citation

in Harvard Style

Costantini S., Florio N. and Paolucci A. (2011). A FRAMEWORK FOR STRUCTURED KNOWLEDGE EXTRACTION AND REPRESENTATION FROM NATURAL LANGUAGE THROUGH DEEP SENTENCE ANALYSIS . In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2011) ISBN 978-989-8425-79-9, pages 274-279. DOI: 10.5220/0003663702820287

in Bibtex Style

@conference{kdir11,
author={Stefania Costantini and Niva Florio and Alessio Paolucci},
title={A FRAMEWORK FOR STRUCTURED KNOWLEDGE EXTRACTION AND REPRESENTATION FROM NATURAL LANGUAGE THROUGH DEEP SENTENCE ANALYSIS},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2011)},
year={2011},
pages={274-279},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003663702820287},
isbn={978-989-8425-79-9},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2011)
TI - A FRAMEWORK FOR STRUCTURED KNOWLEDGE EXTRACTION AND REPRESENTATION FROM NATURAL LANGUAGE THROUGH DEEP SENTENCE ANALYSIS
SN - 978-989-8425-79-9
AU - Costantini S.
AU - Florio N.
AU - Paolucci A.
PY - 2011
SP - 274
EP - 279
DO - 10.5220/0003663702820287