Design and foundations of ontologies with meta-modelling.

Rohrer Errecarte, Edelweis

Resumen:

Ontologies are broadly used and proved modelling artifacts to conceptualize a domain. In particular the W3C standard ontology language OWL, based on description logics, allows the ontology engineer to formally represent a domain as a set of assertions about concepts, individuals and roles. Nowadays, complex applications leads to combine autonomously built ontologies into ontology networks by relating them through di erent kind of relations. Some relations, such as the mapping of two concepts from di erent ontologies, can be expressed by the standard ontology language OWL, i.e. by the description logics behind it. However, there are other kind of relations that are not soundly represented by OWL, such as the meta-modelling relation. The meta-modelling relation has to do with the modelling of the same real object with di erent abstraction levels, e.g. as a concept in one ontology and as an individual in another ontology. Even though there are a set of approaches that extend description logics to deal with meta-modelling, they do not solve relevant requirements of some real scenarios. The present thesis work introduces an extension to the description logic SHIQ which provides a exible syntax and a strong semantics, and moreover ensures the well-foundedness of the interpretation domain. This approach is di erent from existing meta-modelling approaches either in the syntax or in the semantics (or both), and moreover ensures the well-foundedness of the domain which is an original contribution from the theoretical point of view. The meta-modelling extension of SHIQ introduced in the present work is justi ed by a detailed description of a set of real case studies, with an analysis of the bene ts of the new approach to solve some relevant requirements. Finally, the present work addresses the methodological issue by introducing a design pattern to help the ontology engineer in the use of the proposed meta-modelling approach.


Detalles Bibliográficos
2022
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/40828
Acceso abierto
Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
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author Rohrer Errecarte, Edelweis
author_facet Rohrer Errecarte, Edelweis
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dc.contributor.filiacion.none.fl_str_mv Rohrer Errecarte Edelweis, Universidad de la República (Uruguay). Facultad de Ingeniería.
dc.creator.none.fl_str_mv Rohrer Errecarte, Edelweis
dc.date.accessioned.none.fl_str_mv 2023-10-26T12:33:53Z
dc.date.available.none.fl_str_mv 2023-10-26T12:33:53Z
dc.date.issued.none.fl_str_mv 2022
dc.description.abstract.none.fl_txt_mv Ontologies are broadly used and proved modelling artifacts to conceptualize a domain. In particular the W3C standard ontology language OWL, based on description logics, allows the ontology engineer to formally represent a domain as a set of assertions about concepts, individuals and roles. Nowadays, complex applications leads to combine autonomously built ontologies into ontology networks by relating them through di erent kind of relations. Some relations, such as the mapping of two concepts from di erent ontologies, can be expressed by the standard ontology language OWL, i.e. by the description logics behind it. However, there are other kind of relations that are not soundly represented by OWL, such as the meta-modelling relation. The meta-modelling relation has to do with the modelling of the same real object with di erent abstraction levels, e.g. as a concept in one ontology and as an individual in another ontology. Even though there are a set of approaches that extend description logics to deal with meta-modelling, they do not solve relevant requirements of some real scenarios. The present thesis work introduces an extension to the description logic SHIQ which provides a exible syntax and a strong semantics, and moreover ensures the well-foundedness of the interpretation domain. This approach is di erent from existing meta-modelling approaches either in the syntax or in the semantics (or both), and moreover ensures the well-foundedness of the domain which is an original contribution from the theoretical point of view. The meta-modelling extension of SHIQ introduced in the present work is justi ed by a detailed description of a set of real case studies, with an analysis of the bene ts of the new approach to solve some relevant requirements. Finally, the present work addresses the methodological issue by introducing a design pattern to help the ontology engineer in the use of the proposed meta-modelling approach.
dc.format.extent.es.fl_str_mv 132 p.
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dc.identifier.citation.es.fl_str_mv Rohrer Errecarte, E. Design and foundations of ontologies with meta-modelling [en línea]. Tesis de doctorado. Montevideo: Udelar. FI. INCO : PEDECIBA, 2022.
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/40828
dc.language.iso.none.fl_str_mv en
eng
dc.publisher.es.fl_str_mv Udelar. FI.
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.title.none.fl_str_mv Design and foundations of ontologies with meta-modelling.
dc.type.es.fl_str_mv Tesis de doctorado
dc.type.none.fl_str_mv info:eu-repo/semantics/doctoralThesis
dc.type.version.none.fl_str_mv info:eu-repo/semantics/acceptedVersion
description Ontologies are broadly used and proved modelling artifacts to conceptualize a domain. In particular the W3C standard ontology language OWL, based on description logics, allows the ontology engineer to formally represent a domain as a set of assertions about concepts, individuals and roles. Nowadays, complex applications leads to combine autonomously built ontologies into ontology networks by relating them through di erent kind of relations. Some relations, such as the mapping of two concepts from di erent ontologies, can be expressed by the standard ontology language OWL, i.e. by the description logics behind it. However, there are other kind of relations that are not soundly represented by OWL, such as the meta-modelling relation. The meta-modelling relation has to do with the modelling of the same real object with di erent abstraction levels, e.g. as a concept in one ontology and as an individual in another ontology. Even though there are a set of approaches that extend description logics to deal with meta-modelling, they do not solve relevant requirements of some real scenarios. The present thesis work introduces an extension to the description logic SHIQ which provides a exible syntax and a strong semantics, and moreover ensures the well-foundedness of the interpretation domain. This approach is di erent from existing meta-modelling approaches either in the syntax or in the semantics (or both), and moreover ensures the well-foundedness of the domain which is an original contribution from the theoretical point of view. The meta-modelling extension of SHIQ introduced in the present work is justi ed by a detailed description of a set of real case studies, with an analysis of the bene ts of the new approach to solve some relevant requirements. Finally, the present work addresses the methodological issue by introducing a design pattern to help the ontology engineer in the use of the proposed meta-modelling approach.
eu_rights_str_mv openAccess
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identifier_str_mv Rohrer Errecarte, E. Design and foundations of ontologies with meta-modelling [en línea]. Tesis de doctorado. Montevideo: Udelar. FI. INCO : PEDECIBA, 2022.
instacron_str Universidad de la República
institution Universidad de la República
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language eng
language_invalid_str_mv en
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publishDate 2022
reponame_str COLIBRI
repository.mail.fl_str_mv mabel.seroubian@seciu.edu.uy
repository.name.fl_str_mv COLIBRI - Universidad de la República
repository_id_str 4771
rights_invalid_str_mv Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
spelling Rohrer Errecarte Edelweis, Universidad de la República (Uruguay). Facultad de Ingeniería.2023-10-26T12:33:53Z2023-10-26T12:33:53Z2022Rohrer Errecarte, E. Design and foundations of ontologies with meta-modelling [en línea]. Tesis de doctorado. Montevideo: Udelar. FI. INCO : PEDECIBA, 2022.https://hdl.handle.net/20.500.12008/40828Ontologies are broadly used and proved modelling artifacts to conceptualize a domain. In particular the W3C standard ontology language OWL, based on description logics, allows the ontology engineer to formally represent a domain as a set of assertions about concepts, individuals and roles. Nowadays, complex applications leads to combine autonomously built ontologies into ontology networks by relating them through di erent kind of relations. Some relations, such as the mapping of two concepts from di erent ontologies, can be expressed by the standard ontology language OWL, i.e. by the description logics behind it. However, there are other kind of relations that are not soundly represented by OWL, such as the meta-modelling relation. The meta-modelling relation has to do with the modelling of the same real object with di erent abstraction levels, e.g. as a concept in one ontology and as an individual in another ontology. Even though there are a set of approaches that extend description logics to deal with meta-modelling, they do not solve relevant requirements of some real scenarios. The present thesis work introduces an extension to the description logic SHIQ which provides a exible syntax and a strong semantics, and moreover ensures the well-foundedness of the interpretation domain. This approach is di erent from existing meta-modelling approaches either in the syntax or in the semantics (or both), and moreover ensures the well-foundedness of the domain which is an original contribution from the theoretical point of view. The meta-modelling extension of SHIQ introduced in the present work is justi ed by a detailed description of a set of real case studies, with an analysis of the bene ts of the new approach to solve some relevant requirements. Finally, the present work addresses the methodological issue by introducing a design pattern to help the ontology engineer in the use of the proposed meta-modelling approach.Submitted by Berón Cecilia (cberon@fing.edu.uy) on 2023-10-20T17:57:46Z No. of bitstreams: 2 license_rdf: 25790 bytes, checksum: 489f03e71d39068f329bdec8798bce58 (MD5) Ro23.pdf: 5320724 bytes, checksum: 227e4857c61c49df0ce66dfcf1b89bd4 (MD5)Approved for entry into archive by Machado Jimena (jmachado@fing.edu.uy) on 2023-10-25T18:49:46Z (GMT) No. of bitstreams: 2 license_rdf: 25790 bytes, checksum: 489f03e71d39068f329bdec8798bce58 (MD5) Ro23.pdf: 5320724 bytes, checksum: 227e4857c61c49df0ce66dfcf1b89bd4 (MD5)Made available in DSpace by Luna Fabiana (fabiana.luna@seciu.edu.uy) on 2023-10-26T12:33:53Z (GMT). No. of bitstreams: 2 license_rdf: 25790 bytes, checksum: 489f03e71d39068f329bdec8798bce58 (MD5) Ro23.pdf: 5320724 bytes, checksum: 227e4857c61c49df0ce66dfcf1b89bd4 (MD5) Previous issue date: 2022132 p.application/pdfenengUdelar. FI.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)Design and foundations of ontologies with meta-modelling.Tesis de doctoradoinfo:eu-repo/semantics/doctoralThesisinfo:eu-repo/semantics/acceptedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaRohrer Errecarte, EdelweisUniversidad de la República (Uruguay). 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- Universidad de la Repúblicafalse
spellingShingle Design and foundations of ontologies with meta-modelling.
Rohrer Errecarte, Edelweis
status_str acceptedVersion
title Design and foundations of ontologies with meta-modelling.
title_full Design and foundations of ontologies with meta-modelling.
title_fullStr Design and foundations of ontologies with meta-modelling.
title_full_unstemmed Design and foundations of ontologies with meta-modelling.
title_short Design and foundations of ontologies with meta-modelling.
title_sort Design and foundations of ontologies with meta-modelling.
url https://hdl.handle.net/20.500.12008/40828