Induction as a search procedure

Detalhes bibliográficos
Autor(a) principal: Konstantopoulos, S
Data de Publicação: 2008
Outros Autores: Rui Camacho, Fonseca, NA, Costa, VS
Tipo de documento: Livro
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/10216/67123
Resumo: This chapter introduces inductive logic programming (ILP) from the perspective of search algorithms in computer science. It first briefly considers the version spaces approach to induction, and then focuses on inductive logic programming: from its formal definition and main techniques and strategies, to priors used to restrict the search space and optimized sequential, parallel, and stochastic algorithms. The authors hope that this presentation of the theory and applications of inductive logic programming will help the reader understand the theoretical underpinnings of ILP, and also provide a helpful overview of the State-of-the-Art in the domain. (c) 2008, IGI Global.
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spelling Induction as a search procedureTecnologia de computadoresComputer technologyThis chapter introduces inductive logic programming (ILP) from the perspective of search algorithms in computer science. It first briefly considers the version spaces approach to induction, and then focuses on inductive logic programming: from its formal definition and main techniques and strategies, to priors used to restrict the search space and optimized sequential, parallel, and stochastic algorithms. The authors hope that this presentation of the theory and applications of inductive logic programming will help the reader understand the theoretical underpinnings of ILP, and also provide a helpful overview of the State-of-the-Art in the domain. (c) 2008, IGI Global.20082008-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bookapplication/pdfhttps://hdl.handle.net/10216/67123eng10.4018/978-1-59904-705-8.ch007Konstantopoulos, SRui CamachoFonseca, NACosta, VSinfo: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:RCAAP2023-11-29T15:51:12Zoai:repositorio-aberto.up.pt:10216/67123Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T00:33:45.219959Repositório 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 Induction as a search procedure
title Induction as a search procedure
spellingShingle Induction as a search procedure
Konstantopoulos, S
Tecnologia de computadores
Computer technology
title_short Induction as a search procedure
title_full Induction as a search procedure
title_fullStr Induction as a search procedure
title_full_unstemmed Induction as a search procedure
title_sort Induction as a search procedure
author Konstantopoulos, S
author_facet Konstantopoulos, S
Rui Camacho
Fonseca, NA
Costa, VS
author_role author
author2 Rui Camacho
Fonseca, NA
Costa, VS
author2_role author
author
author
dc.contributor.author.fl_str_mv Konstantopoulos, S
Rui Camacho
Fonseca, NA
Costa, VS
dc.subject.por.fl_str_mv Tecnologia de computadores
Computer technology
topic Tecnologia de computadores
Computer technology
description This chapter introduces inductive logic programming (ILP) from the perspective of search algorithms in computer science. It first briefly considers the version spaces approach to induction, and then focuses on inductive logic programming: from its formal definition and main techniques and strategies, to priors used to restrict the search space and optimized sequential, parallel, and stochastic algorithms. The authors hope that this presentation of the theory and applications of inductive logic programming will help the reader understand the theoretical underpinnings of ILP, and also provide a helpful overview of the State-of-the-Art in the domain. (c) 2008, IGI Global.
publishDate 2008
dc.date.none.fl_str_mv 2008
2008-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/book
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status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/10216/67123
url https://hdl.handle.net/10216/67123
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.4018/978-1-59904-705-8.ch007
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
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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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
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