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Authors: Sonia Bergamaschi 1 ; Laura Po 1 ; Maurizio Vincini 1 ; Paolo Bouquet 2 ; Daniel Giacomuzzi 2 and Francesco Guerra 3

Affiliations: 1 DII - Università di Modena e Reggio Emilia, Italy ; 2 DIT - Università di Trento, Italy ; 3 DEA - Università di Modena e Reggio Emilia, Italy

Keyword(s): Semantic integration, automatic lexical annotation, Semantic Web, Ontology matching.

Related Ontology Subjects/Areas/Topics: Metadata and Metamodeling ; Ontology and the Semantic Web ; Web Information Systems and Technologies ; Web Interfaces and Applications

Abstract: In this paper, we present MELIS (Meaning Elicitation and Lexical Integration System), a method and a software tool for enabling an incremental process of automatic annotation of local schemas (e.g. relational database schemas, directory trees) with lexical information. The distinguishing and original feature of MELIS is its incrementality: the higher the number of schemas which are processed, the more background/domain knowledge is cumulated in the system (a portion of domain ontology is learned at every step), the better the performance of the systems on annotating new schemas. MELIS has been tested as component of MOMIS-Ontology Builder, a framework able to create a domain ontology representing a set of selected data sources, described with a standard W3C language wherein concepts and attributes are annotated according to the lexical reference database. We describe the MELIS component within the MOMIS-Ontology Builder framework and provide some experimental results of MEL IS as a standalone tool and as a component integrated in MOMIS. (More)

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Paper citation in several formats:
Bergamaschi, S.; Po, L.; Vincini, M.; Bouquet, P.; Giacomuzzi, D. and Guerra, F. (2007). MELIS - An Incremental Method for the Lexical Annotation of Domain Ontologies. In Proceedings of the Third International Conference on Web Information Systems and Technologies - Volume 1: WEBIST; ISBN 978-972-8865-78-8; ISSN 2184-3252, SciTePress, pages 240-247. DOI: 10.5220/0001280902400247

@conference{webist07,
author={Sonia Bergamaschi. and Laura Po. and Maurizio Vincini. and Paolo Bouquet. and Daniel Giacomuzzi. and Francesco Guerra.},
title={MELIS - An Incremental Method for the Lexical Annotation of Domain Ontologies},
booktitle={Proceedings of the Third International Conference on Web Information Systems and Technologies - Volume 1: WEBIST},
year={2007},
pages={240-247},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001280902400247},
isbn={978-972-8865-78-8},
issn={2184-3252},
}

TY - CONF

JO - Proceedings of the Third International Conference on Web Information Systems and Technologies - Volume 1: WEBIST
TI - MELIS - An Incremental Method for the Lexical Annotation of Domain Ontologies
SN - 978-972-8865-78-8
IS - 2184-3252
AU - Bergamaschi, S.
AU - Po, L.
AU - Vincini, M.
AU - Bouquet, P.
AU - Giacomuzzi, D.
AU - Guerra, F.
PY - 2007
SP - 240
EP - 247
DO - 10.5220/0001280902400247
PB - SciTePress

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