TAXONOMY LEARNING FOR THE ROMANIAN LANGUAGE USING SOTA AND WORDNET

Viorica R. Chifu, Ioan Salomie, Emil Şt. Chifu, Corina Grumazescu

2008

Abstract

Ontologies are widely used today in various domains such as information retrieval, semantic Web, NLP tasks or for describing specific domains like certain branches of medicine. While there are many tools that can be used for learning domain ontologies for English, when learning domain specific ontologies for Romanian, we face a lack of available tools and resources. Moreover, due to the complexity of the Romanian grammar, processing of Romanian text corpora is also difficult. This paper focuses on building a domain specific ontology for the Romanian language using machine learning techniques. The taxonomy learning process is based on an unsupervised neural network. The resulting modules are intended to be used for semantic annotations of traceability services in meat industry.

Paper Citation

in Harvard Style

R. Chifu V., Salomie I., Şt. Chifu E. and Grumazescu C. (2008). TAXONOMY LEARNING FOR THE ROMANIAN LANGUAGE USING SOTA AND WORDNET . In Proceedings of the Fourth International Conference on Web Information Systems and Technologies - Volume 2: WEBIST, ISBN 978-989-8111-27-2, pages 169-174. DOI: 10.5220/0001521601690174

in Bibtex Style

@conference{webist08,
author={Viorica R. Chifu and Ioan Salomie and Emil Şt. Chifu and Corina Grumazescu},
title={TAXONOMY LEARNING FOR THE ROMANIAN LANGUAGE USING SOTA AND WORDNET},
booktitle={Proceedings of the Fourth International Conference on Web Information Systems and Technologies - Volume 2: WEBIST,},
year={2008},
pages={169-174},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001521601690174},
isbn={978-989-8111-27-2},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Fourth International Conference on Web Information Systems and Technologies - Volume 2: WEBIST,
TI - TAXONOMY LEARNING FOR THE ROMANIAN LANGUAGE USING SOTA AND WORDNET
SN - 978-989-8111-27-2
AU - R. Chifu V.
AU - Salomie I.
AU - Şt. Chifu E.
AU - Grumazescu C.
PY - 2008
SP - 169
EP - 174
DO - 10.5220/0001521601690174