CLEAN-OntoLex: a method of semi-automatic cleaning lexical ontology

Author

Athimni, Ilyes ; Tissaoui, Anis ; Sassi, Salma

Author_Institution

Interdiscipl. Lab. of Valuation of the Natural & Cultural Heritage Northwest, Univ. of Jendouba, Jendouba, Tunisia

fYear

2014

fDate

14-16 June 2014

Firstpage

1

Lastpage

6

Abstract

Lexical ontologies can organize all concepts in a specific domain as well as the relations between concepts. They also define meaning units such as labels, definitions and concepts to describe the semantics of lexical units. The structure of these lexical resources can vary from the simple dictionary to a much more complex organization of ontology modeling the meaning of the words according to several levels of granularity. These resources are often less consistent and have numerous classification conceptual and lexical errors detected following a breach in the constraints that guarantee the consistency of its ontological structure. In this context, we proposed CLEAN-OntoLex, cleaning methodology and conceptual lexical ontology through a succession of steps.

Keywords

dictionaries; ontologies (artificial intelligence); pattern classification; text analysis; CLEAN-OntoLex; classification conceptual errors; cleaning methodology; complex organization; conceptual lexical ontology; dictionary; granularity levels; lexical errors; lexical resources structure; lexical units semantics; meaning units; ontological structure; ontology modeling; semiautomatic cleaning lexical ontology; words meaning; Dictionaries; Ontologies; Probabilistic logic; Lexical ontologies; breach; constraints; errors classification; less consistent; linguistic dictionaries; ontological structure;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer & Information Technology (GSCIT), 2014 Global Summit on

Conference_Location

Sousse

Print_ISBN

978-1-4799-5626-5

Type

conf

DOI

10.1109/GSCIT.2014.6970127

Filename

6970127