Handling Default Data under a Case-Based Reasoning Approach

Detalhes bibliográficos
Autor(a) principal: Fernandes, Bruno
Data de Publicação: 2015
Outros Autores: Freitas, Mauro, Analide, César, Vicente, Henrique, Neves, José
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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spelling 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
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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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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