Irregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificial
Saved in:
| Main Author: | |
|---|---|
| Publication Date: | 2023 |
| Format: | Master thesis |
| Language: | por |
| Source: | Repositório Institucional da UFG |
| Download full: | http://repositorio.bc.ufg.br/tede/handle/tede/13098 |
Summary: | This dissertation analyzes how the limitations and dysfunctionalities of the publicization model, in which the Public Administration transfers public equipment and delegates the provision of services to Third Sector entities, were addressed in the audits of the Court of Auditors of the State of Goiás. As a reference present in the literature review combined with exploratory research that used machine learning and artificial intelligence techniques, we sought to automatically identify and classify, through a predictive model, the main pathologies and irregularities identified by the Court of Accounts of Goiás in the relationships agreed between the civil society organizations and the public sector. The survey results point to the occurrence of irregularities in 84.05% of the total processes inspected by the external control body, indicating that the model of contracting in Goiás did not overcome the limitations and dysfunctionalities of contracting observed in the literature. The existence of gaps in the Legal Framework of the Third Sector was also demonstrated, providing an opportunity for the presentation of a recommendation to improve legislation with a focus on governance, through the suggestion of norms tending to promote ethical conduct, alternative forms of financing in the Third Sector Sector and that stimulate the expansion of the control activity focused on objectives, goals and results of the inspected partnerships. |
| _version_ | 1871426386297618432 |
|---|---|
| author | Goes, André da Silva |
| author_browse | Goes, André da Silva |
| author_facet | Goes, André da Silva |
| author_role | author |
| bitstream.checksum.fl_str_mv | 8a4605be74aa9ea9d79846c1fba20a33 4460e5956bc1d1639be9ae6146a50347 e36a3198cfc612b00437d2017b7f46c5 |
| bitstream.checksumAlgorithm.fl_str_mv | MD5 MD5 MD5 |
| bitstream.url.fl_str_mv | http://repositorio.bc.ufg.br/tede/bitstreams/65a8a936-a86e-4812-aaff-9e7f71c64a17/download http://repositorio.bc.ufg.br/tede/bitstreams/7947efb6-2891-4df0-b54d-55b675eec59c/download http://repositorio.bc.ufg.br/tede/bitstreams/2e21f0dc-2685-4616-874c-16f9e1a82a61/download |
| collection | Repositório Institucional da UFG |
| contributor_str_mv | Bevilacqua, Solon Bevilacqua, Solon Nemirovsky, Gabriel Gualhanone Luz, Bruno Batista de Carvalho |
| dc.contributor.advisor1.fl_str_mv | Bevilacqua, Solon |
| dc.contributor.advisor1Lattes.fl_str_mv | http://lattes.cnpq.br/4706313748524604 |
| dc.contributor.author.fl_str_mv | Goes, André da Silva |
| dc.contributor.authorLattes.fl_str_mv | http://lattes.cnpq.br/1539982183327171 |
| dc.contributor.referee1.fl_str_mv | Bevilacqua, Solon |
| dc.contributor.referee2.fl_str_mv | Nemirovsky, Gabriel Gualhanone |
| dc.contributor.referee3.fl_str_mv | Luz, Bruno Batista de Carvalho |
| dc.date.accessioned.fl_str_mv | 2023-10-26T12:25:05Z |
| dc.date.available.fl_str_mv | 2023-10-26T12:25:05Z |
| dc.date.issued.fl_str_mv | 2023-09-28 |
| dc.identifier.citation.fl_str_mv | GOES, A. S. Irregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificial. 2023. 141 f. Dissertação (Mestrado em Administração Pública em Rede Nacional) - Faculdade de Ciência e Tecnologia, Universidade Federal de Goiás, Aparecida de Goiânia, 2023. |
| dc.identifier.uri.fl_str_mv | http://repositorio.bc.ufg.br/tede/handle/tede/13098 |
| dc.language.iso.fl_str_mv | por |
| dc.publisher.country.fl_str_mv | Brasil |
| dc.publisher.department.fl_str_mv | Faculdade de Ciências e Tecnologia - FCT (RMG) |
| dc.publisher.initials.fl_str_mv | UFG |
| dc.publisher.none.fl_str_mv | Universidade Federal de Goiás |
| dc.publisher.program.fl_str_mv | PROFIAP - Programa de Pós-graduação em Administração Pública Andifes (FCT) |
| dc.rights.driver.fl_str_mv | Attribution-NonCommercial-NoDerivatives 4.0 International info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:Repositório Institucional da UFG instname:Universidade Federal de Goiás (UFG) instacron:UFG |
| dc.subject.cnpq.fl_str_mv | CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO::ADMINISTRACAO PUBLICA |
| dc.subject.eng.fl_str_mv | Third sector Contractualization Court of accounts Artificial intelligence |
| dc.subject.por.fl_str_mv | Terceiro setor Contratualização Tribunal de contas Inteligência artificial |
| dc.title.alternative.eng.fl_str_mv | Irregularities in partnerships with the third sector: analysis of TCE/GO decisions using artificial intelligence |
| dc.title.none.fl_str_mv | Irregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificial |
| dc.type.driver.fl_str_mv | info:eu-repo/semantics/masterThesis |
| dc.type.status.fl_str_mv | info:eu-repo/semantics/publishedVersion |
| description | This dissertation analyzes how the limitations and dysfunctionalities of the publicization model, in which the Public Administration transfers public equipment and delegates the provision of services to Third Sector entities, were addressed in the audits of the Court of Auditors of the State of Goiás. As a reference present in the literature review combined with exploratory research that used machine learning and artificial intelligence techniques, we sought to automatically identify and classify, through a predictive model, the main pathologies and irregularities identified by the Court of Accounts of Goiás in the relationships agreed between the civil society organizations and the public sector. The survey results point to the occurrence of irregularities in 84.05% of the total processes inspected by the external control body, indicating that the model of contracting in Goiás did not overcome the limitations and dysfunctionalities of contracting observed in the literature. The existence of gaps in the Legal Framework of the Third Sector was also demonstrated, providing an opportunity for the presentation of a recommendation to improve legislation with a focus on governance, through the suggestion of norms tending to promote ethical conduct, alternative forms of financing in the Third Sector Sector and that stimulate the expansion of the control activity focused on objectives, goals and results of the inspected partnerships. |
| eu_rights_str_mv | openAccess |
| format | masterThesis |
| id | UFG-2_8cf4f4843e81f4fbcabdfd74949f577a |
| identifier_str_mv | GOES, A. S. Irregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificial. 2023. 141 f. Dissertação (Mestrado em Administração Pública em Rede Nacional) - Faculdade de Ciência e Tecnologia, Universidade Federal de Goiás, Aparecida de Goiânia, 2023. |
| instacron_str | UFG |
| institution | UFG |
| instname_str | Universidade Federal de Goiás (UFG) |
| language | por |
| network_acronym_str | UFG-2 |
| network_name_str | Repositório Institucional da UFG |
| oai_identifier_str | oai:repositorio.bc.ufg.br:tede/13098 |
| publishDate | 2023 |
| publishDateSort | 2023 |
| publisher.none.fl_str_mv | Universidade Federal de Goiás |
| reponame_str | Repositório Institucional da UFG |
| repository.mail.fl_str_mv | grt.bc@ufg.br |
| repository.name.fl_str_mv | Repositório Institucional da UFG - Universidade Federal de Goiás (UFG) |
| repository_id_str | oai:repositorio.bc.ufg.br:tede/1234 |
| rights_invalid_str_mv | Attribution-NonCommercial-NoDerivatives 4.0 International |
| spelling | Bevilacqua, Solonhttp://lattes.cnpq.br/4706313748524604Bevilacqua, SolonNemirovsky, Gabriel GualhanoneLuz, Bruno Batista de Carvalhohttp://lattes.cnpq.br/1539982183327171Goes, André da Silva2023-10-26T12:25:05Z2023-10-26T12:25:05Z2023-09-28GOES, A. S. Irregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificial. 2023. 141 f. Dissertação (Mestrado em Administração Pública em Rede Nacional) - Faculdade de Ciência e Tecnologia, Universidade Federal de Goiás, Aparecida de Goiânia, 2023.http://repositorio.bc.ufg.br/tede/handle/tede/13098This dissertation analyzes how the limitations and dysfunctionalities of the publicization model, in which the Public Administration transfers public equipment and delegates the provision of services to Third Sector entities, were addressed in the audits of the Court of Auditors of the State of Goiás. As a reference present in the literature review combined with exploratory research that used machine learning and artificial intelligence techniques, we sought to automatically identify and classify, through a predictive model, the main pathologies and irregularities identified by the Court of Accounts of Goiás in the relationships agreed between the civil society organizations and the public sector. The survey results point to the occurrence of irregularities in 84.05% of the total processes inspected by the external control body, indicating that the model of contracting in Goiás did not overcome the limitations and dysfunctionalities of contracting observed in the literature. The existence of gaps in the Legal Framework of the Third Sector was also demonstrated, providing an opportunity for the presentation of a recommendation to improve legislation with a focus on governance, through the suggestion of norms tending to promote ethical conduct, alternative forms of financing in the Third Sector Sector and that stimulate the expansion of the control activity focused on objectives, goals and results of the inspected partnerships.A presente dissertação analisa como as limitações e disfuncionalidades do modelo de publicização, em que a Administração Pública transfere equipamentos públicos e delega a prestação de serviços para entidades do Terceiro Setor, foram abordadas nas fiscalizações do Tribunal de Contas do Estado de Goiás. A partir do referencial presente na revisão de literatura conjugada com a pesquisa exploratória que utilizou técnicas de aprendizado de máquina e inteligência artificial, buscou-se identificar e classificar automaticamente, mediante modelo preditivo, as principais patologias e irregularidades identificadas pela Corte de Contas goiana nas relações pactuadas entre as organizações da sociedade civil e o setor público. Os resultados da pesquisa apontam para a ocorrência de irregularidades em 84,05% do total dos processos fiscalizados pelo órgão de controle externo, indicando que o modelo de contratualização goiano não superou as limitações e disfuncionalidades da contratualização observadas na literatura. Demonstrou-se, ainda, a existência de lacunas no Marco Legal do Terceiro Setor, conferindo oportunidade para a apresentação de recomendação de aperfeiçoamento da legislação com foco em governança, mediante sugestão de normas tendentes a promover a conduta ética, formas alternativas de financiamento no Terceiro Setor e que estimulem a ampliação da atividade de controle focado em objetivos, metas e resultados das parcerias fiscalizadas.porUniversidade Federal de GoiásPROFIAP - Programa de Pós-graduação em Administração Pública Andifes (FCT)UFGBrasilFaculdade de Ciências e Tecnologia - FCT (RMG)Attribution-NonCommercial-NoDerivatives 4.0 Internationalinfo:eu-repo/semantics/openAccessTerceiro setorContratualizaçãoTribunal de contasInteligência artificialThird sectorContractualizationCourt of accountsArtificial intelligenceCIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO::ADMINISTRACAO PUBLICAIrregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificialIrregularities in partnerships with the third sector: analysis of TCE/GO decisions using artificial intelligenceinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisreponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.bc.ufg.br/tede/bitstreams/65a8a936-a86e-4812-aaff-9e7f71c64a17/download8a4605be74aa9ea9d79846c1fba20a33MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805http://repositorio.bc.ufg.br/tede/bitstreams/7947efb6-2891-4df0-b54d-55b675eec59c/download4460e5956bc1d1639be9ae6146a50347MD52ORIGINALDissertação - André da Silva Goes - 2023.pdfDissertação - André da Silva Goes - 2023.pdfapplication/pdf2476810http://repositorio.bc.ufg.br/tede/bitstreams/2e21f0dc-2685-4616-874c-16f9e1a82a61/downloade36a3198cfc612b00437d2017b7f46c5MD53tede/130982023-10-26 09:25:57.498http://creativecommons.org/licenses/by-nc-nd/4.0/Attribution-NonCommercial-NoDerivatives 4.0 Internationalopen.accessoai:repositorio.bc.ufg.br:tede/13098http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttps://repositorio.bc.ufg.br/tedeserver/oai/requestgrt.bc@ufg.bropendoar:oai:repositorio.bc.ufg.br:tede/12342023-10-26T12:25:57Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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 |
| spellingShingle | Irregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificial Goes, André da Silva Terceiro setor Contratualização Tribunal de contas Inteligência artificial Third sector Contractualization Court of accounts Artificial intelligence CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO::ADMINISTRACAO PUBLICA |
| status_str | publishedVersion |
| title | Irregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificial |
| title_full | Irregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificial |
| title_fullStr | Irregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificial |
| title_full_unstemmed | Irregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificial |
| title_short | Irregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificial |
| title_sort | Irregularidades em parcerias com o terceiro setor: análise das decisões do TCE/GO utilizando inteligência artificial |
| topic | Terceiro setor Contratualização Tribunal de contas Inteligência artificial Third sector Contractualization Court of accounts Artificial intelligence CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO::ADMINISTRACAO PUBLICA |
| url | http://repositorio.bc.ufg.br/tede/handle/tede/13098 |