Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companies

Detalhes bibliográficos
Autor(a) principal: Braz, Camila S.
Data de Publicação: 2024
Outros Autores: Dutra, Marco Túlio, Oliveira, Gabriel P., Costa, Lucas G. L., Silva, Mariana O., Brandão, Michele A., Lacerda, Anisio, Pappa, Gisele L.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Journal on Interactive Systems
Texto Completo: https://sol.sbc.org.br/journals/index.php/jis/article/view/3836
Resumo: In Brazil, bidding processes constitute the main method through which the Public Administration acquires goods and services, and they aim to select the best proposal between several bidding companies. Analyzing public bids can reveal several negotiating characteristics between companies and the public sector, including alerts of fraudulent activities involving such businesses. This article presents two approaches for detecting irregularities within small companies using data extracted from public bids in the Brazilian state of Minas Gerais. For each approach, we perform exploratory and geospatial analysis to better understand specific characteristics of the companies with irregularity alerts. Furthermore, we execute a network analysis to examine the underlying connections between such companies. Our findings reveal the efficacy of both approaches in indicating small companies that may be involved in fraudulent activities. Our methodology and results represent a significant advance for the public sector as they have the potential to enhance mechanisms for overseeing and preventing fraud within bidding processes. 
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spelling Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companiespublic bidsfraud detectione-governmentsmall businessesnetwork analysisIn Brazil, bidding processes constitute the main method through which the Public Administration acquires goods and services, and they aim to select the best proposal between several bidding companies. Analyzing public bids can reveal several negotiating characteristics between companies and the public sector, including alerts of fraudulent activities involving such businesses. This article presents two approaches for detecting irregularities within small companies using data extracted from public bids in the Brazilian state of Minas Gerais. For each approach, we perform exploratory and geospatial analysis to better understand specific characteristics of the companies with irregularity alerts. Furthermore, we execute a network analysis to examine the underlying connections between such companies. Our findings reveal the efficacy of both approaches in indicating small companies that may be involved in fraudulent activities. Our methodology and results represent a significant advance for the public sector as they have the potential to enhance mechanisms for overseeing and preventing fraud within bidding processes. Brazilian Computer Society2024-04-04info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://sol.sbc.org.br/journals/index.php/jis/article/view/383610.5753/jis.2024.3836Journal of Interactive Systems; v. 15 n. 1 (2024); 349-361Journal on Interactive Systems; Vol. 15 No. 1 (2024); 349-3612763-771910.5753/jis.2024reponame:Journal on Interactive Systemsinstname:Sociedade Brasileira de Computação (SBC)instacron:SBCenghttps://sol.sbc.org.br/journals/index.php/jis/article/view/3836/2588Copyright (c) 2024 Camila S. Braz, Marco Túlio Dutra, Gabriel P. Oliveira, Lucas G. L. Costa, Mariana O. Silva, Michele A. Brandão, Anisio Lacerda, Gisele L. Pappahttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessBraz, Camila S.Dutra, Marco TúlioOliveira, Gabriel P.Costa, Lucas G. L.Silva, Mariana O.Brandão, Michele A.Lacerda, AnisioPappa, Gisele L.2024-01-22T16:58:48Zoai:ojs2.sol.sbc.org.br:article/3836Revistahttps://sol.sbc.org.br/journals/index.php/jis/ONGhttps://sol.sbc.org.br/journals/index.php/jis/oaijis@sbc.org.br2763-77192763-7719opendoar:2024-01-22T16:58:48Journal on Interactive Systems - Sociedade Brasileira de Computação (SBC)false
dc.title.none.fl_str_mv Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companies
title Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companies
spellingShingle Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companies
Braz, Camila S.
public bids
fraud detection
e-government
small businesses
network analysis
title_short Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companies
title_full Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companies
title_fullStr Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companies
title_full_unstemmed Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companies
title_sort Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companies
author Braz, Camila S.
author_facet Braz, Camila S.
Dutra, Marco Túlio
Oliveira, Gabriel P.
Costa, Lucas G. L.
Silva, Mariana O.
Brandão, Michele A.
Lacerda, Anisio
Pappa, Gisele L.
author_role author
author2 Dutra, Marco Túlio
Oliveira, Gabriel P.
Costa, Lucas G. L.
Silva, Mariana O.
Brandão, Michele A.
Lacerda, Anisio
Pappa, Gisele L.
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Braz, Camila S.
Dutra, Marco Túlio
Oliveira, Gabriel P.
Costa, Lucas G. L.
Silva, Mariana O.
Brandão, Michele A.
Lacerda, Anisio
Pappa, Gisele L.
dc.subject.por.fl_str_mv public bids
fraud detection
e-government
small businesses
network analysis
topic public bids
fraud detection
e-government
small businesses
network analysis
description In Brazil, bidding processes constitute the main method through which the Public Administration acquires goods and services, and they aim to select the best proposal between several bidding companies. Analyzing public bids can reveal several negotiating characteristics between companies and the public sector, including alerts of fraudulent activities involving such businesses. This article presents two approaches for detecting irregularities within small companies using data extracted from public bids in the Brazilian state of Minas Gerais. For each approach, we perform exploratory and geospatial analysis to better understand specific characteristics of the companies with irregularity alerts. Furthermore, we execute a network analysis to examine the underlying connections between such companies. Our findings reveal the efficacy of both approaches in indicating small companies that may be involved in fraudulent activities. Our methodology and results represent a significant advance for the public sector as they have the potential to enhance mechanisms for overseeing and preventing fraud within bidding processes. 
publishDate 2024
dc.date.none.fl_str_mv 2024-04-04
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://sol.sbc.org.br/journals/index.php/jis/article/view/3836
10.5753/jis.2024.3836
url https://sol.sbc.org.br/journals/index.php/jis/article/view/3836
identifier_str_mv 10.5753/jis.2024.3836
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://sol.sbc.org.br/journals/index.php/jis/article/view/3836/2588
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Brazilian Computer Society
publisher.none.fl_str_mv Brazilian Computer Society
dc.source.none.fl_str_mv Journal of Interactive Systems; v. 15 n. 1 (2024); 349-361
Journal on Interactive Systems; Vol. 15 No. 1 (2024); 349-361
2763-7719
10.5753/jis.2024
reponame:Journal on Interactive Systems
instname:Sociedade Brasileira de Computação (SBC)
instacron:SBC
instname_str Sociedade Brasileira de Computação (SBC)
instacron_str SBC
institution SBC
reponame_str Journal on Interactive Systems
collection Journal on Interactive Systems
repository.name.fl_str_mv Journal on Interactive Systems - Sociedade Brasileira de Computação (SBC)
repository.mail.fl_str_mv jis@sbc.org.br
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