A conceptual model for guiding the clustering analysis

Detalhes bibliográficos
Autor(a) principal: Castilho, Wagner Francisco
Data de Publicação: 2008
Outros Autores: Lucena Filho, Gentil José de, Prado, Hércules A. do, Ferneda, Edilson, Axt, Margarete
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UCB
Texto Completo: http://hdl.handle.net/123456789/128
https://repositorio.ucb.br:9443/jspui/handle/123456789/7362
Resumo: Knowledge discovery from databases, in the descriptive approach, includes clustering analysis (CA) as an alternative to estimate how a set of objects is organized in the space of their dimensions. The main objective in this task is to find “natural” groups that could exhibit some meaning. Considering the strong subjectivity that underlies this process, an important issue refers to the relationships among the CA players when looking for a model that could adjust the data. In this work, a model for actions coordination that provides an order to drive the relationships among CA players is presented. This model is presented as a conceptual contribution towards the construction of a computational environment to support effective conversations in a subjective context.
id UCB-2_f3df9313bca0d6b86e900cdaf4c229e5
oai_identifier_str oai:200.214.135.189:123456789/7362
network_acronym_str UCB-2
network_name_str Repositório Institucional da UCB
spelling Castilho, Wagner FranciscoLucena Filho, Gentil José dePrado, Hércules A. doFerneda, EdilsonAxt, Margarete2016-10-10T03:51:14Z2016-10-10T03:51:14Z2008CASTILHO, Wagner Francisco; LUCENA FILHO, Gentil José de; PRADO, Hércules A. do; FERNEDA, Edilson; AXT, Margarete. A conceptual model for guiding the clustering analysis. Lecture Notes in Computer Science, v.5178, p. 483-490, 2008.3029743http://hdl.handle.net/123456789/128https://repositorio.ucb.br:9443/jspui/handle/123456789/7362Knowledge discovery from databases, in the descriptive approach, includes clustering analysis (CA) as an alternative to estimate how a set of objects is organized in the space of their dimensions. The main objective in this task is to find “natural” groups that could exhibit some meaning. Considering the strong subjectivity that underlies this process, an important issue refers to the relationships among the CA players when looking for a model that could adjust the data. In this work, a model for actions coordination that provides an order to drive the relationships among CA players is presented. This model is presented as a conceptual contribution towards the construction of a computational environment to support effective conversations in a subjective context.Made available in DSpace on 2016-10-10T03:51:14Z (GMT). No. of bitstreams: 5 A Conceptual Model for Guiding the Clustering Analysis.pdf: 166207 bytes, checksum: e54e60160a1bcd8580e177116c1c5dd5 (MD5) license_url: 52 bytes, checksum: 2f32edb9c19a57e928372a33fd08dba5 (MD5) license_text: 22213 bytes, checksum: a03e546c827bdf47d4a06cfce5c2fb1d (MD5) license_rdf: 23692 bytes, checksum: 13c15f5d379f2fc75f816604d123f74e (MD5) license.txt: 1818 bytes, checksum: 46de3043f08e87659ae535ef74b8ce9d (MD5) Previous issue date: 2008SimPublicadoTextoDiscovery in databasesData miningClustering analysisAction coordinationA conceptual model for guiding the clustering analysisinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleLecture Notes in Computer Scienceinfo:eu-repo/semantics/openAccessengreponame:Repositório Institucional da UCBinstname:Universidade Católica de Brasília (UCB)instacron:UCBORIGINALA Conceptual Model for Guiding the Clustering Analysis.pdfapplication/pdf166207https://200.214.135.178:9443/jspui/bitstream/123456789/7362/1/A%20Conceptual%20Model%20for%20Guiding%20the%20Clustering%20Analysis.pdfe54e60160a1bcd8580e177116c1c5dd5MD51CC-LICENSElicense_urlapplication/octet-stream52https://200.214.135.178:9443/jspui/bitstream/123456789/7362/2/license_url2f32edb9c19a57e928372a33fd08dba5MD52license_textapplication/octet-stream22213https://200.214.135.178:9443/jspui/bitstream/123456789/7362/3/license_texta03e546c827bdf47d4a06cfce5c2fb1dMD53license_rdfapplication/octet-stream23692https://200.214.135.178:9443/jspui/bitstream/123456789/7362/4/license_rdf13c15f5d379f2fc75f816604d123f74eMD54LICENSElicense.txttext/plain1818https://200.214.135.178:9443/jspui/bitstream/123456789/7362/5/license.txt46de3043f08e87659ae535ef74b8ce9dMD55TEXTA Conceptual Model for Guiding the Clustering Analysis.pdf.txtA Conceptual Model for Guiding the Clustering Analysis.pdf.txtExtracted texttext/plain19597https://200.214.135.178:9443/jspui/bitstream/123456789/7362/6/A%20Conceptual%20Model%20for%20Guiding%20the%20Clustering%20Analysis.pdf.txtea69cf140e89955df92869679c3e4f40MD56123456789/73622017-01-17 15:09:28.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ório de Publicaçõeshttps://repositorio.ucb.br:9443/jspui/
dc.title.pt_BR.fl_str_mv A conceptual model for guiding the clustering analysis
title A conceptual model for guiding the clustering analysis
spellingShingle A conceptual model for guiding the clustering analysis
Castilho, Wagner Francisco
Discovery in databases
Data mining
Clustering analysis
Action coordination
title_short A conceptual model for guiding the clustering analysis
title_full A conceptual model for guiding the clustering analysis
title_fullStr A conceptual model for guiding the clustering analysis
title_full_unstemmed A conceptual model for guiding the clustering analysis
title_sort A conceptual model for guiding the clustering analysis
author Castilho, Wagner Francisco
author_facet Castilho, Wagner Francisco
Lucena Filho, Gentil José de
Prado, Hércules A. do
Ferneda, Edilson
Axt, Margarete
author_role author
author2 Lucena Filho, Gentil José de
Prado, Hércules A. do
Ferneda, Edilson
Axt, Margarete
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Castilho, Wagner Francisco
Lucena Filho, Gentil José de
Prado, Hércules A. do
Ferneda, Edilson
Axt, Margarete
dc.subject.por.fl_str_mv Discovery in databases
Data mining
Clustering analysis
Action coordination
topic Discovery in databases
Data mining
Clustering analysis
Action coordination
dc.description.abstract.por.fl_txt_mv Knowledge discovery from databases, in the descriptive approach, includes clustering analysis (CA) as an alternative to estimate how a set of objects is organized in the space of their dimensions. The main objective in this task is to find “natural” groups that could exhibit some meaning. Considering the strong subjectivity that underlies this process, an important issue refers to the relationships among the CA players when looking for a model that could adjust the data. In this work, a model for actions coordination that provides an order to drive the relationships among CA players is presented. This model is presented as a conceptual contribution towards the construction of a computational environment to support effective conversations in a subjective context.
dc.description.version.pt_BR.fl_txt_mv Sim
dc.description.status.pt_BR.fl_txt_mv Publicado
description Knowledge discovery from databases, in the descriptive approach, includes clustering analysis (CA) as an alternative to estimate how a set of objects is organized in the space of their dimensions. The main objective in this task is to find “natural” groups that could exhibit some meaning. Considering the strong subjectivity that underlies this process, an important issue refers to the relationships among the CA players when looking for a model that could adjust the data. In this work, a model for actions coordination that provides an order to drive the relationships among CA players is presented. This model is presented as a conceptual contribution towards the construction of a computational environment to support effective conversations in a subjective context.
publishDate 2008
dc.date.issued.fl_str_mv 2008
dc.date.accessioned.fl_str_mv 2016-10-10T03:51:14Z
dc.date.available.fl_str_mv 2016-10-10T03:51:14Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
status_str publishedVersion
format article
dc.identifier.citation.fl_str_mv CASTILHO, Wagner Francisco; LUCENA FILHO, Gentil José de; PRADO, Hércules A. do; FERNEDA, Edilson; AXT, Margarete. A conceptual model for guiding the clustering analysis. Lecture Notes in Computer Science, v.5178, p. 483-490, 2008.
dc.identifier.uri.fl_str_mv http://hdl.handle.net/123456789/128
https://repositorio.ucb.br:9443/jspui/handle/123456789/7362
dc.identifier.issn.none.fl_str_mv 3029743
identifier_str_mv CASTILHO, Wagner Francisco; LUCENA FILHO, Gentil José de; PRADO, Hércules A. do; FERNEDA, Edilson; AXT, Margarete. A conceptual model for guiding the clustering analysis. Lecture Notes in Computer Science, v.5178, p. 483-490, 2008.
3029743
url http://hdl.handle.net/123456789/128
https://repositorio.ucb.br:9443/jspui/handle/123456789/7362
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv Texto
dc.source.none.fl_str_mv reponame:Repositório Institucional da UCB
instname:Universidade Católica de Brasília (UCB)
instacron:UCB
instname_str Universidade Católica de Brasília (UCB)
instacron_str UCB
institution UCB
reponame_str Repositório Institucional da UCB
collection Repositório Institucional da UCB
bitstream.url.fl_str_mv https://200.214.135.178:9443/jspui/bitstream/123456789/7362/1/A%20Conceptual%20Model%20for%20Guiding%20the%20Clustering%20Analysis.pdf
https://200.214.135.178:9443/jspui/bitstream/123456789/7362/2/license_url
https://200.214.135.178:9443/jspui/bitstream/123456789/7362/3/license_text
https://200.214.135.178:9443/jspui/bitstream/123456789/7362/4/license_rdf
https://200.214.135.178:9443/jspui/bitstream/123456789/7362/5/license.txt
https://200.214.135.178:9443/jspui/bitstream/123456789/7362/6/A%20Conceptual%20Model%20for%20Guiding%20the%20Clustering%20Analysis.pdf.txt
bitstream.checksum.fl_str_mv e54e60160a1bcd8580e177116c1c5dd5
2f32edb9c19a57e928372a33fd08dba5
a03e546c827bdf47d4a06cfce5c2fb1d
13c15f5d379f2fc75f816604d123f74e
46de3043f08e87659ae535ef74b8ce9d
ea69cf140e89955df92869679c3e4f40
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1724829826918907904

Registros relacionados