A Case Based Approach to Concrete Deterioration Assessment

Detalhes bibliográficos
Autor(a) principal: Neves, José
Data de Publicação: 2015
Outros Autores: Gomes, Guida, Machado, José, Vicente, Henrique
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.
id RCAP_0b3a3848e68045df1bd55c01e48d6cc7
oai_identifier_str oai:dspace.uevora.pt:10174/16249
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling 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
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection 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
_version_ 1799136569424084992

Registros relacionados