Handling Default Data under a Case-Based Reasoning Approach
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/10174/12452 https://doi.org/10.5220/0005184602940304 |
Resumo: | The knowledge acquired through past experiences is of the most importance when humans or machines try to find solutions for new problems based on past ones, which makes the core of any Case-based Reasoning approach to problem solving. On the other hand, existent CBR systems are neither complete nor adaptable to specific domains. Indeed, the effort to adapt either the reasoning process or the knowledge representation mechanism to a new problem is too high, i.e., it is extremely difficult to adapt the input to the computational framework in order to get a solution to a particular problem. This is the drawback that is addressed in this work. |
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Handling Default Data under a Case-Based Reasoning ApproachCase-based ReasoningIntelligent SystemsSimilarity AnalysisThe knowledge acquired through past experiences is of the most importance when humans or machines try to find solutions for new problems based on past ones, which makes the core of any Case-based Reasoning approach to problem solving. On the other hand, existent CBR systems are neither complete nor adaptable to specific domains. Indeed, the effort to adapt either the reasoning process or the knowledge representation mechanism to a new problem is too high, i.e., it is extremely difficult to adapt the input to the computational framework in order to get a solution to a particular problem. This is the drawback that is addressed in this work.Scitepress – Science and Technology Publications2015-01-15T18:05:37Z2015-01-152015-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/12452http://hdl.handle.net/10174/12452https://doi.org/10.5220/0005184602940304engFernandes, B., Freitas, M., Analide, C., Vicente, H. & Neves, J., Handling Default Data Under a Case-Based Reasoning Approach. In S. Loiseau, J. Filipe, B. Duval & J. van den Herik Eds., Proceedings of the 7th International Conference on Agents and Artificial Intelligence (ICAART 2015), Vol. II, pp. 294–304, Scitepress – Science and Technology Publications, Lisbon, 2015.294-304978-989-758-074-12DQUIbruno.fmf.8@gmail.commaurojffreitas@gmail.comanalide@di.uminho.pthvicente@uevora.ptjneves@di.uminho.ptProceedings of the 7th International Conference on Agents and Artificial Intelligence (ICAART 2015)283Fernandes, BrunoFreitas, MauroAnalide, CésarVicente, HenriqueNeves, Joséinfo: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:RCAAP2024-01-03T18:56:39Zoai:dspace.uevora.pt:10174/12452Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:05:50.311170Repositório 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 |
Handling Default Data under a Case-Based Reasoning Approach |
title |
Handling Default Data under a Case-Based Reasoning Approach |
spellingShingle |
Handling Default Data under a Case-Based Reasoning Approach Fernandes, Bruno Case-based Reasoning Intelligent Systems Similarity Analysis |
title_short |
Handling Default Data under a Case-Based Reasoning Approach |
title_full |
Handling Default Data under a Case-Based Reasoning Approach |
title_fullStr |
Handling Default Data under a Case-Based Reasoning Approach |
title_full_unstemmed |
Handling Default Data under a Case-Based Reasoning Approach |
title_sort |
Handling Default Data under a Case-Based Reasoning Approach |
author |
Fernandes, Bruno |
author_facet |
Fernandes, Bruno Freitas, Mauro Analide, César Vicente, Henrique Neves, José |
author_role |
author |
author2 |
Freitas, Mauro Analide, César Vicente, Henrique Neves, José |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Fernandes, Bruno Freitas, Mauro Analide, César Vicente, Henrique Neves, José |
dc.subject.por.fl_str_mv |
Case-based Reasoning Intelligent Systems Similarity Analysis |
topic |
Case-based Reasoning Intelligent Systems Similarity Analysis |
description |
The knowledge acquired through past experiences is of the most importance when humans or machines try to find solutions for new problems based on past ones, which makes the core of any Case-based Reasoning approach to problem solving. On the other hand, existent CBR systems are neither complete nor adaptable to specific domains. Indeed, the effort to adapt either the reasoning process or the knowledge representation mechanism to a new problem is too high, i.e., it is extremely difficult to adapt the input to the computational framework in order to get a solution to a particular problem. This is the drawback that is addressed in this work. |
publishDate |
2015 |
dc.date.none.fl_str_mv |
2015-01-15T18:05:37Z 2015-01-15 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/10174/12452 http://hdl.handle.net/10174/12452 https://doi.org/10.5220/0005184602940304 |
url |
http://hdl.handle.net/10174/12452 https://doi.org/10.5220/0005184602940304 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Fernandes, B., Freitas, M., Analide, C., Vicente, H. & Neves, J., Handling Default Data Under a Case-Based Reasoning Approach. In S. Loiseau, J. Filipe, B. Duval & J. van den Herik Eds., Proceedings of the 7th International Conference on Agents and Artificial Intelligence (ICAART 2015), Vol. II, pp. 294–304, Scitepress – Science and Technology Publications, Lisbon, 2015. 294-304 978-989-758-074-1 2 DQUI bruno.fmf.8@gmail.com maurojffreitas@gmail.com analide@di.uminho.pt hvicente@uevora.pt jneves@di.uminho.pt Proceedings of the 7th International Conference on Agents and Artificial Intelligence (ICAART 2015) 283 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Scitepress – Science and Technology Publications |
publisher.none.fl_str_mv |
Scitepress – Science and Technology Publications |
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 |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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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) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
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1799136543211782144 |