Domain Analysis to Assess the Sustainability of Constructive Projects Using Semantic Technologies

Detalhes bibliográficos
Autor(a) principal: Silva, Cristiano Geraldo Teixeira
Data de Publicação: 2022
Outros Autores: Bax, Marcello Peixoto
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Brazilian Journal of Information Science
Texto Completo: https://revistas.marilia.unesp.br/index.php/bjis/article/view/12602
Resumo: Evaluating construction projects aims to measure how sustainable the built environments are and this is important to save the environment from increasing deterioration. However, most assessment tasks are carried out in different tools, at all stages of construction and even manually, consuming time and increasing the errors possibility. The research problem is to verify how the semantic technologies use would represent an advantageous alternative, in relation to the state of the art, to analyze, systematize and organize information from the domain of construction projects, accelerating the evaluation process. The concepts behind an experiment that employs semantic technologies and a domain ontology to integrate data from BIM (Building Information Modeling) projects and other tabular data external to the project to automate the LEED (Leadership in Energy and Environmental Design) certification tasks are presented. To produce the prototype of this experiment, data from a BIM project and open tabulated data from the Belo Horizonte’s city are semantically annotated and a knowledge graph is generated in RDF format. Once integrated into the graph, the data is used to assess the certification criteria through consultations. The results suggest that the domain analysis associated with semantic technologies promotes the conceptual extensibility of the constructive elements, enabling their integration with external knowledge bases.  It also conceptually organizes data aiming to improve relevant information retrieval tasks.
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spelling Domain Analysis to Assess the Sustainability of Constructive Projects Using Semantic TechnologiesDomain Analysis to Assess the Sustainability of Constructive Projects Using Semantic TechnologiesDomain Analysis to assess the sustainability of construction projects using Semantic TechnologiesSemantic technologiesOntologySustainable constructive projectsLEEDEvaluating construction projects aims to measure how sustainable the built environments are and this is important to save the environment from increasing deterioration. However, most assessment tasks are carried out in different tools, at all stages of construction and even manually, consuming time and increasing the errors possibility. The research problem is to verify how the semantic technologies use would represent an advantageous alternative, in relation to the state of the art, to analyze, systematize and organize information from the domain of construction projects, accelerating the evaluation process. The concepts behind an experiment that employs semantic technologies and a domain ontology to integrate data from BIM (Building Information Modeling) projects and other tabular data external to the project to automate the LEED (Leadership in Energy and Environmental Design) certification tasks are presented. To produce the prototype of this experiment, data from a BIM project and open tabulated data from the Belo Horizonte’s city are semantically annotated and a knowledge graph is generated in RDF format. Once integrated into the graph, the data is used to assess the certification criteria through consultations. The results suggest that the domain analysis associated with semantic technologies promotes the conceptual extensibility of the constructive elements, enabling their integration with external knowledge bases.  It also conceptually organizes data aiming to improve relevant information retrieval tasks.A avaliação de projetos de construção visa medir o quão sustentáveis ​​são os ambientes construídos e isso é importante para salvar o meio ambiente de uma deterioração crescente. Porém, a maioria das tarefas de avaliação são realizadas em ferramentas diferentes, em todas as fases da construção e até manualmente, consumindo tempo e aumentando a possibilidade de erros. O problema de pesquisa é verificar como o uso de tecnologias semânticas representaria uma alternativa vantajosa, em relação ao estado da arte, para analisar, sistematizar e organizar informações do domínio dos projetos de construção, acelerando o processo de avaliação. São apresentados os conceitos por trás de um experimento que emprega tecnologias semânticas e uma ontologia de domínio para integrar dados de projetos BIM (Building Information Modeling) e outros dados tabulares externos ao projeto para automatizar as tarefas de certificação LEED (Leadership in Energy and Environmental Design). Para produzir o protótipo deste experimento, dados de um projeto BIM e dados tabulados abertos da cidade de Belo Horizonte são semanticamente anotados e um gráfico de conhecimento é gerado em formato RDF. Depois de integrados ao gráfico, os dados são usados ​​para avaliar os critérios de certificação por meio de consultas. Os resultados sugerem que a análise de domínio associada às tecnologias semânticas promove a extensibilidade conceitual dos elementos construtivos, possibilitando sua integração com bases de conhecimento externas. Outra vantagem é a organização conceitual dos dados com o objetivo de melhorar as tarefas de recuperação de informações relevantes.Faculdade de Filosofia e Ciências2022-05-23info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistas.marilia.unesp.br/index.php/bjis/article/view/1260210.36311/1981-1640.2022.v16.e02144Brazilian Journal of Information Science: Research Trends; Vol. 16 (2022): Continuous publication; e02144Brazilian Journal of Information Science: Research Trends; Vol. 16 (2022): Publicación continua; e02144Brazilian Journal of Information Science: research trends; v. 16 (2022): Publicação contínua; e021441981-1640reponame:Brazilian Journal of Information Scienceinstname:Universidade Estadual Paulista Júlio de Mesquita Filho (UNESP)instacron:UNESPenghttps://revistas.marilia.unesp.br/index.php/bjis/article/view/12602/8684Copyright (c) 2022 Cristiano Geraldo Teixeira Silva, Marcello Peixoto Baxhttps://creativecommons.org/licenses/by-sa/4.0info:eu-repo/semantics/openAccessSilva, Cristiano Geraldo Teixeira Bax, Marcello Peixoto2022-05-23T17:27:07Zoai:ojs.www2.marilia.unesp.br:article/12602Revistahttps://revistas.marilia.unesp.br/index.php/bjis/indexPUBhttps://revistas.marilia.unesp.br/index.php/bjis/oaibrajis.marilia@unesp.br||1981-16401981-1640opendoar:2022-05-23T17:27:07Brazilian Journal of Information Science - Universidade Estadual Paulista Júlio de Mesquita Filho (UNESP)false
dc.title.none.fl_str_mv Domain Analysis to Assess the Sustainability of Constructive Projects Using Semantic Technologies
Domain Analysis to Assess the Sustainability of Constructive Projects Using Semantic Technologies
Domain Analysis to assess the sustainability of construction projects using Semantic Technologies
title Domain Analysis to Assess the Sustainability of Constructive Projects Using Semantic Technologies
spellingShingle Domain Analysis to Assess the Sustainability of Constructive Projects Using Semantic Technologies
Silva, Cristiano Geraldo Teixeira
Semantic technologies
Ontology
Sustainable constructive projects
LEED
title_short Domain Analysis to Assess the Sustainability of Constructive Projects Using Semantic Technologies
title_full Domain Analysis to Assess the Sustainability of Constructive Projects Using Semantic Technologies
title_fullStr Domain Analysis to Assess the Sustainability of Constructive Projects Using Semantic Technologies
title_full_unstemmed Domain Analysis to Assess the Sustainability of Constructive Projects Using Semantic Technologies
title_sort Domain Analysis to Assess the Sustainability of Constructive Projects Using Semantic Technologies
author Silva, Cristiano Geraldo Teixeira
author_facet Silva, Cristiano Geraldo Teixeira
Bax, Marcello Peixoto
author_role author
author2 Bax, Marcello Peixoto
author2_role author
dc.contributor.author.fl_str_mv Silva, Cristiano Geraldo Teixeira
Bax, Marcello Peixoto
dc.subject.por.fl_str_mv Semantic technologies
Ontology
Sustainable constructive projects
LEED
topic Semantic technologies
Ontology
Sustainable constructive projects
LEED
description Evaluating construction projects aims to measure how sustainable the built environments are and this is important to save the environment from increasing deterioration. However, most assessment tasks are carried out in different tools, at all stages of construction and even manually, consuming time and increasing the errors possibility. The research problem is to verify how the semantic technologies use would represent an advantageous alternative, in relation to the state of the art, to analyze, systematize and organize information from the domain of construction projects, accelerating the evaluation process. The concepts behind an experiment that employs semantic technologies and a domain ontology to integrate data from BIM (Building Information Modeling) projects and other tabular data external to the project to automate the LEED (Leadership in Energy and Environmental Design) certification tasks are presented. To produce the prototype of this experiment, data from a BIM project and open tabulated data from the Belo Horizonte’s city are semantically annotated and a knowledge graph is generated in RDF format. Once integrated into the graph, the data is used to assess the certification criteria through consultations. The results suggest that the domain analysis associated with semantic technologies promotes the conceptual extensibility of the constructive elements, enabling their integration with external knowledge bases.  It also conceptually organizes data aiming to improve relevant information retrieval tasks.
publishDate 2022
dc.date.none.fl_str_mv 2022-05-23
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://revistas.marilia.unesp.br/index.php/bjis/article/view/12602
10.36311/1981-1640.2022.v16.e02144
url https://revistas.marilia.unesp.br/index.php/bjis/article/view/12602
identifier_str_mv 10.36311/1981-1640.2022.v16.e02144
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://revistas.marilia.unesp.br/index.php/bjis/article/view/12602/8684
dc.rights.driver.fl_str_mv Copyright (c) 2022 Cristiano Geraldo Teixeira Silva, Marcello Peixoto Bax
https://creativecommons.org/licenses/by-sa/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2022 Cristiano Geraldo Teixeira Silva, Marcello Peixoto Bax
https://creativecommons.org/licenses/by-sa/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Faculdade de Filosofia e Ciências
publisher.none.fl_str_mv Faculdade de Filosofia e Ciências
dc.source.none.fl_str_mv Brazilian Journal of Information Science: Research Trends; Vol. 16 (2022): Continuous publication; e02144
Brazilian Journal of Information Science: Research Trends; Vol. 16 (2022): Publicación continua; e02144
Brazilian Journal of Information Science: research trends; v. 16 (2022): Publicação contínua; e02144
1981-1640
reponame:Brazilian Journal of Information Science
instname:Universidade Estadual Paulista Júlio de Mesquita Filho (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista Júlio de Mesquita Filho (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Brazilian Journal of Information Science
collection Brazilian Journal of Information Science
repository.name.fl_str_mv Brazilian Journal of Information Science - Universidade Estadual Paulista Júlio de Mesquita Filho (UNESP)
repository.mail.fl_str_mv brajis.marilia@unesp.br||
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