Transforming a Business and Information Need Goals’ Ontology into a Formal Specification useful for a Strategy Pattern Recommender System

Autores
Rivera, Belén; Becker, Pablo; Olsina Santos, Luis Antonio
Año de publicación
2018
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
From a computer science point of view, ontologies are aimed at getting knowledge from a certain domain and providing a consensual understanding of it. In the conceptualization stage, ontologies can be represented by means of UML models. However, UML models are not semantically machine processable. Therefore, during the implementation stage, ontologies expressed as UML models should be translated into formal languages, which allow inferring the ontology. In this work, we present the ontology transformation made from an UML conceptual specification to an OWL formal specification for the quality evaluation domain. This ontology represents concepts and relationships related with goals (both business and information need goals) at different organizational levels in addition to projects, strategies and strategy patterns, which help to achieve specific evaluation goal purposes. The final aim of the transformation is to have a shared knowledge about evaluation goals and strategy patterns that permit to instantiate the suitable strategy to carry out goal purposes. This will allow us to develop a strategy pattern recommender system, which can be useful during the strategy selection process when implementing quality measurement and evaluation projects.
Sociedad Argentina de Informática e Investigación Operativa
Materia
Ciencias Informáticas
business and information
ontology
strategy pattern
recommender system
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-sa/3.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/70849
Acceder
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spelling Transforming a Business and Information Need Goals’ Ontology into a Formal Specification useful for a Strategy Pattern Recommender SystemRivera, BelénBecker, PabloOlsina Santos, Luis AntonioCiencias Informáticasbusiness and informationontologystrategy patternrecommender systemFrom a computer science point of view, ontologies are aimed at getting knowledge from a certain domain and providing a consensual understanding of it. In the conceptualization stage, ontologies can be represented by means of UML models. However, UML models are not semantically machine processable. Therefore, during the implementation stage, ontologies expressed as UML models should be translated into formal languages, which allow inferring the ontology. In this work, we present the ontology transformation made from an UML conceptual specification to an OWL formal specification for the quality evaluation domain. This ontology represents concepts and relationships related with goals (both business and information need goals) at different organizational levels in addition to projects, strategies and strategy patterns, which help to achieve specific evaluation goal purposes. The final aim of the transformation is to have a shared knowledge about evaluation goals and strategy patterns that permit to instantiate the suitable strategy to carry out goal purposes. This will allow us to develop a strategy pattern recommender system, which can be useful during the strategy selection process when implementing quality measurement and evaluation projects.Sociedad Argentina de Informática e Investigación Operativa2018-09info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf1-12http://sedici.unlp.edu.ar/handle/10915/70849enginfo:eu-repo/semantics/altIdentifier/url/http://47jaiio.sadio.org.ar/sites/default/files/ASSE-1.pdfinfo:eu-repo/semantics/altIdentifier/issn/2451-7593info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-sa/3.0/Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-09-29T11:11:24Zoai:sedici.unlp.edu.ar:10915/70849Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-09-29 11:11:24.785SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Transforming a Business and Information Need Goals’ Ontology into a Formal Specification useful for a Strategy Pattern Recommender System
title Transforming a Business and Information Need Goals’ Ontology into a Formal Specification useful for a Strategy Pattern Recommender System
spellingShingle Transforming a Business and Information Need Goals’ Ontology into a Formal Specification useful for a Strategy Pattern Recommender System
Rivera, Belén
Ciencias Informáticas
business and information
ontology
strategy pattern
recommender system
title_short Transforming a Business and Information Need Goals’ Ontology into a Formal Specification useful for a Strategy Pattern Recommender System
title_full Transforming a Business and Information Need Goals’ Ontology into a Formal Specification useful for a Strategy Pattern Recommender System
title_fullStr Transforming a Business and Information Need Goals’ Ontology into a Formal Specification useful for a Strategy Pattern Recommender System
title_full_unstemmed Transforming a Business and Information Need Goals’ Ontology into a Formal Specification useful for a Strategy Pattern Recommender System
title_sort Transforming a Business and Information Need Goals’ Ontology into a Formal Specification useful for a Strategy Pattern Recommender System
dc.creator.none.fl_str_mv Rivera, Belén
Becker, Pablo
Olsina Santos, Luis Antonio
author Rivera, Belén
author_facet Rivera, Belén
Becker, Pablo
Olsina Santos, Luis Antonio
author_role author
author2 Becker, Pablo
Olsina Santos, Luis Antonio
author2_role author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
business and information
ontology
strategy pattern
recommender system
topic Ciencias Informáticas
business and information
ontology
strategy pattern
recommender system
dc.description.none.fl_txt_mv From a computer science point of view, ontologies are aimed at getting knowledge from a certain domain and providing a consensual understanding of it. In the conceptualization stage, ontologies can be represented by means of UML models. However, UML models are not semantically machine processable. Therefore, during the implementation stage, ontologies expressed as UML models should be translated into formal languages, which allow inferring the ontology. In this work, we present the ontology transformation made from an UML conceptual specification to an OWL formal specification for the quality evaluation domain. This ontology represents concepts and relationships related with goals (both business and information need goals) at different organizational levels in addition to projects, strategies and strategy patterns, which help to achieve specific evaluation goal purposes. The final aim of the transformation is to have a shared knowledge about evaluation goals and strategy patterns that permit to instantiate the suitable strategy to carry out goal purposes. This will allow us to develop a strategy pattern recommender system, which can be useful during the strategy selection process when implementing quality measurement and evaluation projects.
Sociedad Argentina de Informática e Investigación Operativa
description From a computer science point of view, ontologies are aimed at getting knowledge from a certain domain and providing a consensual understanding of it. In the conceptualization stage, ontologies can be represented by means of UML models. However, UML models are not semantically machine processable. Therefore, during the implementation stage, ontologies expressed as UML models should be translated into formal languages, which allow inferring the ontology. In this work, we present the ontology transformation made from an UML conceptual specification to an OWL formal specification for the quality evaluation domain. This ontology represents concepts and relationships related with goals (both business and information need goals) at different organizational levels in addition to projects, strategies and strategy patterns, which help to achieve specific evaluation goal purposes. The final aim of the transformation is to have a shared knowledge about evaluation goals and strategy patterns that permit to instantiate the suitable strategy to carry out goal purposes. This will allow us to develop a strategy pattern recommender system, which can be useful during the strategy selection process when implementing quality measurement and evaluation projects.
publishDate 2018
dc.date.none.fl_str_mv 2018-09
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
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dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/70849
url http://sedici.unlp.edu.ar/handle/10915/70849
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/http://47jaiio.sadio.org.ar/sites/default/files/ASSE-1.pdf
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dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
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eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-sa/3.0/
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