O uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superior

Detalhes bibliográficos
Ano de defesa: 2016
Autor(a) principal: Storopoli, Jos?? Eduardo lattes
Orientador(a): Maccari, Emerson Antonio lattes
Banca de defesa: Maccari, Emerson Antonio lattes, Kniess, Cl??udia Terezinha lattes, Rodrigues, Leonel Cezar lattes, Almeida, Martinho Isnard Ribeiro de lattes, Riccio, Edson Luiz lattes
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Nove de Julho
Programa de Pós-Graduação: Programa de P??s-Gradua????o em Administra????o
Departamento: Administra????o
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://bibliotecatede.uninove.br/handle/tede/1517
Resumo: Distance learning (DL) has a long history of success and failures, and has existed for at least since the end of the XVIII century. Higher education DL began in Brazil during 1994, having the expansion of the internet as the main factor. The search of innovations and new models related to the process of DL has become critical, both from the operational and strategic aspect. Regarding those challenges, the available information in patent databases can contrive add to, in an important manner, the design of DL strategies in higher education institutions (HIE), therefore, the thesis??? objective is: to analyze the employment of Knowledge Discovery in Database (KDD) in patent information and its main contributions to DL in HIE. The method employed was the KDD structure to discovery, analysis, selection, pre-processing, filtering, transformation, data mining, interpretation and assessment of patent information data from the European Patent Office???s (EPO) database, composed of 90 million documents. The data collection was based on a sample of patents acquired through enhanced search expressions, by the crawler software Patent2Netv.2. The data of 3.090 patents were analyzed by dynamic tables, network analysis, mindmaps, content analysis and clustering. The main results: (1) provided the diagnosis of patents related to DL in a global perspective; (2) developed a methodology for the use of KDD to analyze the content of DL patent information to HIE; (3) mapping of DL patents from HIE; and, ultimately, (4) assessment the use of patent information in order to formulate strategies on adopting DL in HIE, in the light of the Resouce-based View.
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spelling Maccari, Emerson Antoniohttp://lattes.cnpq.br/1320281388219996Serra, Fernando Antonio Ribeirohttp://lattes.cnpq.br/4170407039210695Maccari, Emerson Antoniohttp://lattes.cnpq.br/1320281388219996Kniess, Cl??udia Terezinhahttp://lattes.cnpq.br/8233265633962510Rodrigues, Leonel Cezarhttp://lattes.cnpq.br/9075295558587388Almeida, Martinho Isnard Ribeiro dehttp://lattes.cnpq.br/0660867439138362Riccio, Edson Luizhttp://lattes.cnpq.br/1540245792957136http://lattes.cnpq.br/2281909649311607Storopoli, Jos?? Eduardo2016-09-01T19:37:54Z2016-04-14Storopoli, Jos?? Eduardo. O uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superior. 2016. 194 f. Tese( Programa de P??s-Gradua????o em Administra????o) - Universidade Nove de Julho, S??o Paulo.http://bibliotecatede.uninove.br/handle/tede/1517Distance learning (DL) has a long history of success and failures, and has existed for at least since the end of the XVIII century. Higher education DL began in Brazil during 1994, having the expansion of the internet as the main factor. The search of innovations and new models related to the process of DL has become critical, both from the operational and strategic aspect. Regarding those challenges, the available information in patent databases can contrive add to, in an important manner, the design of DL strategies in higher education institutions (HIE), therefore, the thesis??? objective is: to analyze the employment of Knowledge Discovery in Database (KDD) in patent information and its main contributions to DL in HIE. The method employed was the KDD structure to discovery, analysis, selection, pre-processing, filtering, transformation, data mining, interpretation and assessment of patent information data from the European Patent Office???s (EPO) database, composed of 90 million documents. The data collection was based on a sample of patents acquired through enhanced search expressions, by the crawler software Patent2Netv.2. The data of 3.090 patents were analyzed by dynamic tables, network analysis, mindmaps, content analysis and clustering. The main results: (1) provided the diagnosis of patents related to DL in a global perspective; (2) developed a methodology for the use of KDD to analyze the content of DL patent information to HIE; (3) mapping of DL patents from HIE; and, ultimately, (4) assessment the use of patent information in order to formulate strategies on adopting DL in HIE, in the light of the Resouce-based View.O ensino a dist??ncia tem uma longa hist??ria de sucessos e fracassos, existe pelo menos desde o final do s??culo XVIII. O ensino superior a dist??ncia iniciou no Brasil em meados de 1994, tendo como principal fator a expans??o da internet. A busca de inova????es e novos modelos relacionados ao processo de ensino a dist??ncia (EAD) torna-se importante, tanto do aspecto operacional como estrat??gico. Face a estes desafios, as informa????es existentes nos bancos de dados de patentes podem contribuir de forma significativa para a defini????o de estrat??gias de EAD em institui????es de ensino superior (IES), portanto, o objetivo da tese foi analisar o uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias e suas poss??veis contribui????es para o EAD em IES. A metodologia utilizada foi a estrutura do KDD para explora????o, an??lise, sele????o, pr??-processamento, limpeza, transforma????o, data mining, interpreta????o e avalia????o de dados de informa????es patent??rias sobre EAD da base do European Patent Office (EPO) que possui aproximadamente 90 milh??es de documentos. A coleta dos dados utilizou-se o emprego de data mining por meio do software crawler Patent2Netv.2. A amostra de patentes adquiridas com o uso de aprimoradas express??es de busca resultou em 3.090 patentes, que foram analisadas por meio de tabelas din??micas, an??lises de rede, mapas mentais, an??lise de conte??do e clustering. Os principais resultados: (1) possibilitaram apresentar o diagn??stico sobre as patentes relacionadas a EAD no mundo; (2) o desenvolvimento de uma metodologia de uso do KDD para an??lise de conte??do de informa????es patentearias em EAD para IES; (3) o mapeamento das patentes em EAD em Universidades; e, finalmente, (4) a avalia????o do uso de informa????es patent??rias e sua utiliza????o na defini????o de estrat??gias de ado????o de EAD em IES, ?? luz do Vis??o Baseada em Recursos.Submitted by Nadir Basilio (nadirsb@uninove.br) on 2016-09-01T19:37:54Z No. of bitstreams: 1 Jos?? Eduardo Storopoli.pdf: 3248722 bytes, checksum: c6f49ec5728d3ca3b10f36aa03c94865 (MD5)Made available in DSpace on 2016-09-01T19:37:54Z (GMT). No. of bitstreams: 1 Jos?? Eduardo Storopoli.pdf: 3248722 bytes, checksum: c6f49ec5728d3ca3b10f36aa03c94865 (MD5) Previous issue date: 2016-04-14application/pdfporUniversidade Nove de JulhoPrograma de P??s-Gradua????o em Administra????oUNINOVEBrasilAdministra????oeduca????o a dist??nciaensino superiorpatentesestrat??giadistance learninghigher educationpatentsstrategyCIENCIAS SOCIAIS APLICADAS::ADMINISTRACAOO uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superiorinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis8024035432632778221600info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da Uninoveinstname:Universidade Nove de Julho (UNINOVE)instacron:UNINOVEORIGINALJos?? Eduardo Storopoli.pdfJos?? 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dc.title.por.fl_str_mv O uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superior
title O uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superior
spellingShingle O uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superior
Storopoli, Jos?? Eduardo
educa????o a dist??ncia
ensino superior
patentes
estrat??gia
distance learning
higher education
patents
strategy
CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO
title_short O uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superior
title_full O uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superior
title_fullStr O uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superior
title_full_unstemmed O uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superior
title_sort O uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superior
author Storopoli, Jos?? Eduardo
author_facet Storopoli, Jos?? Eduardo
author_role author
dc.contributor.advisor1.fl_str_mv Maccari, Emerson Antonio
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/1320281388219996
dc.contributor.advisor-co1.fl_str_mv Serra, Fernando Antonio Ribeiro
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/4170407039210695
dc.contributor.referee1.fl_str_mv Maccari, Emerson Antonio
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/1320281388219996
dc.contributor.referee2.fl_str_mv Kniess, Cl??udia Terezinha
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/8233265633962510
dc.contributor.referee3.fl_str_mv Rodrigues, Leonel Cezar
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/9075295558587388
dc.contributor.referee4.fl_str_mv Almeida, Martinho Isnard Ribeiro de
dc.contributor.referee4Lattes.fl_str_mv http://lattes.cnpq.br/0660867439138362
dc.contributor.referee5.fl_str_mv Riccio, Edson Luiz
dc.contributor.referee5Lattes.fl_str_mv http://lattes.cnpq.br/1540245792957136
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/2281909649311607
dc.contributor.author.fl_str_mv Storopoli, Jos?? Eduardo
contributor_str_mv Maccari, Emerson Antonio
Serra, Fernando Antonio Ribeiro
Maccari, Emerson Antonio
Kniess, Cl??udia Terezinha
Rodrigues, Leonel Cezar
Almeida, Martinho Isnard Ribeiro de
Riccio, Edson Luiz
dc.subject.por.fl_str_mv educa????o a dist??ncia
ensino superior
patentes
estrat??gia
topic educa????o a dist??ncia
ensino superior
patentes
estrat??gia
distance learning
higher education
patents
strategy
CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO
dc.subject.eng.fl_str_mv distance learning
higher education
patents
strategy
dc.subject.cnpq.fl_str_mv CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO
description Distance learning (DL) has a long history of success and failures, and has existed for at least since the end of the XVIII century. Higher education DL began in Brazil during 1994, having the expansion of the internet as the main factor. The search of innovations and new models related to the process of DL has become critical, both from the operational and strategic aspect. Regarding those challenges, the available information in patent databases can contrive add to, in an important manner, the design of DL strategies in higher education institutions (HIE), therefore, the thesis??? objective is: to analyze the employment of Knowledge Discovery in Database (KDD) in patent information and its main contributions to DL in HIE. The method employed was the KDD structure to discovery, analysis, selection, pre-processing, filtering, transformation, data mining, interpretation and assessment of patent information data from the European Patent Office???s (EPO) database, composed of 90 million documents. The data collection was based on a sample of patents acquired through enhanced search expressions, by the crawler software Patent2Netv.2. The data of 3.090 patents were analyzed by dynamic tables, network analysis, mindmaps, content analysis and clustering. The main results: (1) provided the diagnosis of patents related to DL in a global perspective; (2) developed a methodology for the use of KDD to analyze the content of DL patent information to HIE; (3) mapping of DL patents from HIE; and, ultimately, (4) assessment the use of patent information in order to formulate strategies on adopting DL in HIE, in the light of the Resouce-based View.
publishDate 2016
dc.date.accessioned.fl_str_mv 2016-09-01T19:37:54Z
dc.date.issued.fl_str_mv 2016-04-14
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dc.identifier.citation.fl_str_mv Storopoli, Jos?? Eduardo. O uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superior. 2016. 194 f. Tese( Programa de P??s-Gradua????o em Administra????o) - Universidade Nove de Julho, S??o Paulo.
dc.identifier.uri.fl_str_mv http://bibliotecatede.uninove.br/handle/tede/1517
identifier_str_mv Storopoli, Jos?? Eduardo. O uso do Knowledge Discovery in Database (KDD) de informa????es patent??rias sobre ensino a dist??ncia: contribui????es para institui????es de ensino superior. 2016. 194 f. Tese( Programa de P??s-Gradua????o em Administra????o) - Universidade Nove de Julho, S??o Paulo.
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dc.publisher.department.fl_str_mv Administra????o
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