CONTRIBUTIONS OF DATA MINING FOR SOCIAL PERFORMANCE ANALYSIS

Detalhes bibliográficos
Autor(a) principal: Degenhart, Larissa
Data de Publicação: 2017
Outros Autores: Vogt, Mara, Kreuzberg, Fernanda, Rodrigues Junior, Moacir Manoel
Tipo de documento: Artigo
Idioma: por
Título da fonte: Revista da Unifebe
Texto Completo: https://periodicos.unifebe.edu.br/index.php/RevistaUnifebe/article/view/552
Resumo: The objective of the research is to identify the contributions of the factorial analysis, as a data mining tool, for the analysis of social performance of the companies of the cyclical consumption sector. To achieve the purpose, we performed a descriptive, archival and quantitative research. As population, we delimited company in the consumer cyclic sector due representativeness in economy, therefore, the final sample is represented by 43 companies. To analyze the social performance, we used the indicators derived from the Value-Added Statement (VAS). We concluded that for 2009 the selected factors were Employees/Workers Spending and Tax Spending. For 2010 and 2011, the factors were Quotient of Value Added, Variation in Gross Added Value and Variation in Total Gross Value Added.
id UNIFEBE-1_df47fe0199d0a4c372dc2c34e8a937a5
oai_identifier_str oai:periodicos.unifebe.edu.br:article/552
network_acronym_str UNIFEBE-1
network_name_str Revista da Unifebe
repository_id_str
spelling CONTRIBUTIONS OF DATA MINING FOR SOCIAL PERFORMANCE ANALYSISCONTRIBUIÇÕES DA MINERAÇÃO DE DADOS PARA ANÁLISE DE DESEMPENHO SOCIALMineração de Dados. Análise Fatorial. Desempenho Social. Empresas Brasileiras. Consumo Cíclico.Desempenho Social. Mineração de Dados. Análise FatorialData Mining. Factor analysis. Social Performance. Brazilian Companies. Cyclic consumption sector.The objective of the research is to identify the contributions of the factorial analysis, as a data mining tool, for the analysis of social performance of the companies of the cyclical consumption sector. To achieve the purpose, we performed a descriptive, archival and quantitative research. As population, we delimited company in the consumer cyclic sector due representativeness in economy, therefore, the final sample is represented by 43 companies. To analyze the social performance, we used the indicators derived from the Value-Added Statement (VAS). We concluded that for 2009 the selected factors were Employees/Workers Spending and Tax Spending. For 2010 and 2011, the factors were Quotient of Value Added, Variation in Gross Added Value and Variation in Total Gross Value Added.O objetivo da pesquisa consiste em identificar as contribuições da análise fatorial, como ferramenta de mineração de dados, para a análise do desempenho social das empresas do setor de consumo cíclico. Para alcançar o objetivo, realizou-se uma pesquisa descritiva, documental e quantitativa. A população constitui-se de empresas do setor de consumo cíclico devido à sua representatividade na economia nacional, sendo assim a amostra composta por 43 empresas. Para analisar o desempenho social, consideraram-se os indicadores oriundos da Demonstração do Valor Adicionado (DVA). Conclui-se que para o período de 2009, os fatores selecionados foram Gastos com Pessoal e Gastos com Tributos. Para o período de 2010 e 2011, os fatores foram as variáveis Quociente de Valor Adicionado, Taxa de Variação do Valor Adicionado Bruto, Taxa de Variação Total do Valor Adicionado Bruto.UNIFEBE2017-10-31info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArtigo avaliado pelos Paresapplication/pdfhttps://periodicos.unifebe.edu.br/index.php/RevistaUnifebe/article/view/552Revista da UNIFEBE; v. 1 n. 21 (2017); 24-462177-742X1679-8708reponame:Revista da Unifebeinstname:Centro Universitário de Brusque (UNIFEBE)instacron:UNIFEBEporhttps://periodicos.unifebe.edu.br/index.php/RevistaUnifebe/article/view/552/409Copyright (c) 2017 Revista da UNIFEBEinfo:eu-repo/semantics/openAccessDegenhart, LarissaVogt, MaraKreuzberg, FernandaRodrigues Junior, Moacir Manoel2017-11-01T16:51:08Zoai:periodicos.unifebe.edu.br:article/552Revistahttps://periodicos.unifebe.edu.br/index.php/RevistaUnifebePUBhttps://periodicos.unifebe.edu.br/index.php/RevistaUnifebe/oairevistadaunifebe@unifebe.edu.br||pesquisa@unifebe.edu.br2177-742X1679-8708opendoar:2017-11-01T16:51:08Revista da Unifebe - Centro Universitário de Brusque (UNIFEBE)false
dc.title.none.fl_str_mv CONTRIBUTIONS OF DATA MINING FOR SOCIAL PERFORMANCE ANALYSIS
CONTRIBUIÇÕES DA MINERAÇÃO DE DADOS PARA ANÁLISE DE DESEMPENHO SOCIAL
title CONTRIBUTIONS OF DATA MINING FOR SOCIAL PERFORMANCE ANALYSIS
spellingShingle CONTRIBUTIONS OF DATA MINING FOR SOCIAL PERFORMANCE ANALYSIS
Degenhart, Larissa
Mineração de Dados. Análise Fatorial. Desempenho Social. Empresas Brasileiras. Consumo Cíclico.
Desempenho Social. Mineração de Dados. Análise Fatorial
Data Mining. Factor analysis. Social Performance. Brazilian Companies. Cyclic consumption sector.
title_short CONTRIBUTIONS OF DATA MINING FOR SOCIAL PERFORMANCE ANALYSIS
title_full CONTRIBUTIONS OF DATA MINING FOR SOCIAL PERFORMANCE ANALYSIS
title_fullStr CONTRIBUTIONS OF DATA MINING FOR SOCIAL PERFORMANCE ANALYSIS
title_full_unstemmed CONTRIBUTIONS OF DATA MINING FOR SOCIAL PERFORMANCE ANALYSIS
title_sort CONTRIBUTIONS OF DATA MINING FOR SOCIAL PERFORMANCE ANALYSIS
author Degenhart, Larissa
author_facet Degenhart, Larissa
Vogt, Mara
Kreuzberg, Fernanda
Rodrigues Junior, Moacir Manoel
author_role author
author2 Vogt, Mara
Kreuzberg, Fernanda
Rodrigues Junior, Moacir Manoel
author2_role author
author
author
dc.contributor.author.fl_str_mv Degenhart, Larissa
Vogt, Mara
Kreuzberg, Fernanda
Rodrigues Junior, Moacir Manoel
dc.subject.por.fl_str_mv Mineração de Dados. Análise Fatorial. Desempenho Social. Empresas Brasileiras. Consumo Cíclico.
Desempenho Social. Mineração de Dados. Análise Fatorial
Data Mining. Factor analysis. Social Performance. Brazilian Companies. Cyclic consumption sector.
topic Mineração de Dados. Análise Fatorial. Desempenho Social. Empresas Brasileiras. Consumo Cíclico.
Desempenho Social. Mineração de Dados. Análise Fatorial
Data Mining. Factor analysis. Social Performance. Brazilian Companies. Cyclic consumption sector.
description The objective of the research is to identify the contributions of the factorial analysis, as a data mining tool, for the analysis of social performance of the companies of the cyclical consumption sector. To achieve the purpose, we performed a descriptive, archival and quantitative research. As population, we delimited company in the consumer cyclic sector due representativeness in economy, therefore, the final sample is represented by 43 companies. To analyze the social performance, we used the indicators derived from the Value-Added Statement (VAS). We concluded that for 2009 the selected factors were Employees/Workers Spending and Tax Spending. For 2010 and 2011, the factors were Quotient of Value Added, Variation in Gross Added Value and Variation in Total Gross Value Added.
publishDate 2017
dc.date.none.fl_str_mv 2017-10-31
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Artigo avaliado pelos Pares
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.unifebe.edu.br/index.php/RevistaUnifebe/article/view/552
url https://periodicos.unifebe.edu.br/index.php/RevistaUnifebe/article/view/552
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.unifebe.edu.br/index.php/RevistaUnifebe/article/view/552/409
dc.rights.driver.fl_str_mv Copyright (c) 2017 Revista da UNIFEBE
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2017 Revista da UNIFEBE
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv UNIFEBE
publisher.none.fl_str_mv UNIFEBE
dc.source.none.fl_str_mv Revista da UNIFEBE; v. 1 n. 21 (2017); 24-46
2177-742X
1679-8708
reponame:Revista da Unifebe
instname:Centro Universitário de Brusque (UNIFEBE)
instacron:UNIFEBE
instname_str Centro Universitário de Brusque (UNIFEBE)
instacron_str UNIFEBE
institution UNIFEBE
reponame_str Revista da Unifebe
collection Revista da Unifebe
repository.name.fl_str_mv Revista da Unifebe - Centro Universitário de Brusque (UNIFEBE)
repository.mail.fl_str_mv revistadaunifebe@unifebe.edu.br||pesquisa@unifebe.edu.br
_version_ 1809464891988246528

Registros relacionados