A Case Based Approach to Concrete Deterioration Assessment
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10174/16249 |
Resumo: | The deterioration of concrete infrastructures is of concern since maintenance and repair require large amounts of resources. It is a multifaceted and complex phenomenon, with multiple causes, namely age, use, maintenance, type of environmental exposure and aggression by biological, chemical, mechanical and physical agents. However, it may be prevented if proactive strategies were embraced (e.g., taking into account similar past experiences). Indeed, this work will start with the development of a decision support system to prevent these events from happening, centered on a formal framework based on Logic Programming for knowledge representation, complemented with a Case-Based Reasoning (CBR) approach to problem solving, which caters for the handling of incomplete, unknown, or even contradictory information. The CBR cycle was adapted in order to cater for the developments referred to above, and clustering methods were enforced to distinguish and aggregate collections of historical records in order to reduce the search space and enhance the retrieve phase. |
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A Case Based Approach to Concrete Deterioration AssessmentCase Based ReasoningNormalizationLogic ProgrammingKnowledge Representation and ReasoningSimilarity AnalysisConcrete DeteriorationThe deterioration of concrete infrastructures is of concern since maintenance and repair require large amounts of resources. It is a multifaceted and complex phenomenon, with multiple causes, namely age, use, maintenance, type of environmental exposure and aggression by biological, chemical, mechanical and physical agents. However, it may be prevented if proactive strategies were embraced (e.g., taking into account similar past experiences). Indeed, this work will start with the development of a decision support system to prevent these events from happening, centered on a formal framework based on Logic Programming for knowledge representation, complemented with a Case-Based Reasoning (CBR) approach to problem solving, which caters for the handling of incomplete, unknown, or even contradictory information. The CBR cycle was adapted in order to cater for the developments referred to above, and clustering methods were enforced to distinguish and aggregate collections of historical records in order to reduce the search space and enhance the retrieve phase.International Society of Computers and their Applications – ISCA2015-11-10T17:41:45Z2015-11-102015-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/16249http://hdl.handle.net/10174/16249engNeves, J., Gomes, G., Machado, J., & Vicente, H., A Case Based Approach to Concrete Deterioration Assessment. In T. Goto Ed., Proceedings of the 28th International Conference on Computer Applications in Industry and Engineering (CAINE 2015), pp. 65–70, International Society of Computers and their Applications – ISCA, Winona, USA, 2015.65-70978–1–943436–00–2DQUIjneves@di.uminho.ptmguida.mgomes@gmail.comjmac@di.uminho.pthvicente@uevora.ptProceedings of the 28th International Conference on Computer Applications in Industry and Engineering (CAINE 2015)Neves, JoséGomes, GuidaMachado, JoséVicente, Henriqueinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-03T19:02:48Zoai:dspace.uevora.pt:10174/16249Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:08:39.787766Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
A Case Based Approach to Concrete Deterioration Assessment |
title |
A Case Based Approach to Concrete Deterioration Assessment |
spellingShingle |
A Case Based Approach to Concrete Deterioration Assessment Neves, José Case Based Reasoning Normalization Logic Programming Knowledge Representation and Reasoning Similarity Analysis Concrete Deterioration |
title_short |
A Case Based Approach to Concrete Deterioration Assessment |
title_full |
A Case Based Approach to Concrete Deterioration Assessment |
title_fullStr |
A Case Based Approach to Concrete Deterioration Assessment |
title_full_unstemmed |
A Case Based Approach to Concrete Deterioration Assessment |
title_sort |
A Case Based Approach to Concrete Deterioration Assessment |
author |
Neves, José |
author_facet |
Neves, José Gomes, Guida Machado, José Vicente, Henrique |
author_role |
author |
author2 |
Gomes, Guida Machado, José Vicente, Henrique |
author2_role |
author author author |
dc.contributor.author.fl_str_mv |
Neves, José Gomes, Guida Machado, José Vicente, Henrique |
dc.subject.por.fl_str_mv |
Case Based Reasoning Normalization Logic Programming Knowledge Representation and Reasoning Similarity Analysis Concrete Deterioration |
topic |
Case Based Reasoning Normalization Logic Programming Knowledge Representation and Reasoning Similarity Analysis Concrete Deterioration |
description |
The deterioration of concrete infrastructures is of concern since maintenance and repair require large amounts of resources. It is a multifaceted and complex phenomenon, with multiple causes, namely age, use, maintenance, type of environmental exposure and aggression by biological, chemical, mechanical and physical agents. However, it may be prevented if proactive strategies were embraced (e.g., taking into account similar past experiences). Indeed, this work will start with the development of a decision support system to prevent these events from happening, centered on a formal framework based on Logic Programming for knowledge representation, complemented with a Case-Based Reasoning (CBR) approach to problem solving, which caters for the handling of incomplete, unknown, or even contradictory information. The CBR cycle was adapted in order to cater for the developments referred to above, and clustering methods were enforced to distinguish and aggregate collections of historical records in order to reduce the search space and enhance the retrieve phase. |
publishDate |
2015 |
dc.date.none.fl_str_mv |
2015-11-10T17:41:45Z 2015-11-10 2015-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10174/16249 http://hdl.handle.net/10174/16249 |
url |
http://hdl.handle.net/10174/16249 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Neves, J., Gomes, G., Machado, J., & Vicente, H., A Case Based Approach to Concrete Deterioration Assessment. In T. Goto Ed., Proceedings of the 28th International Conference on Computer Applications in Industry and Engineering (CAINE 2015), pp. 65–70, International Society of Computers and their Applications – ISCA, Winona, USA, 2015. 65-70 978–1–943436–00–2 DQUI jneves@di.uminho.pt mguida.mgomes@gmail.com jmac@di.uminho.pt hvicente@uevora.pt Proceedings of the 28th International Conference on Computer Applications in Industry and Engineering (CAINE 2015) |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
International Society of Computers and their Applications – ISCA |
publisher.none.fl_str_mv |
International Society of Computers and their Applications – ISCA |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
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1799136569424084992 |