loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Viorica R. Chifu ; Ioan Salomie ; Emil Şt. Chifu and Corina Grumazescu

Affiliation: Technical University of Cluj-Napoca, Romania

ISBN: 978-989-8111-27-2

Keyword(s): Ontologies, taxonomy learning, unsupervised neural network.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Ontology and the Semantic Web ; Soft Computing ; Symbolic Systems ; Web Information Systems and Technologies ; Web Interfaces and Applications ; Web Mining

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.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.233.226.151

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
R. Chifu V.; Salomie I.; Şt. Chifu E.; Grumazescu C. and (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

@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},
}

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

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.