Publicação:
ANALYSIS OF THE BALANCE BETWEEN PRIVACY AND UTILITY IN DATA ACCESS

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dc.contributor.authorAffonso, Elaine Parra [UNESP]
dc.contributor.authorOliveira, Sandra Cristina de [UNESP]
dc.contributor.authorGoncalves Sant'Ana, Ricardo Cesar [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2018-11-26T17:31:23Z
dc.date.available2018-11-26T17:31:23Z
dc.date.issued2017-01-01
dc.description.abstractThis article analyzes measures for privacy protection by means of non-perturbative and perturbative techniques, aiming equilibrium between privacy and utility of data. Then, suppression and generalization were used for anonymization of medical consultation data and, based on Mivule (2015) the addition of noises was performed to generate private modified data. Subsequently, the utility of those data was verified by means of cluster analysis. The results showed the generalization preserves the accuracy of the data and, when combined with the addition of noises, can be a viable alternative to disclose data, minimizing risks to privacy and with an acceptable level of utility.en
dc.description.affiliationUniv Estadual Paulista, Posgrad Ciencia Informacao, Campus Marilia, Sao Paulo, SP, Brazil
dc.description.affiliationUniv Estadual Paulista, Campus Tupa, Sao Paulo, SP, Brazil
dc.description.affiliationUniv Estadual Paulista, Programa Posgrad Ciencia Informacao, Sao Paulo, SP, Brazil
dc.description.affiliationUnespUniv Estadual Paulista, Posgrad Ciencia Informacao, Campus Marilia, Sao Paulo, SP, Brazil
dc.description.affiliationUnespUniv Estadual Paulista, Campus Tupa, Sao Paulo, SP, Brazil
dc.description.affiliationUnespUniv Estadual Paulista, Programa Posgrad Ciencia Informacao, Sao Paulo, SP, Brazil
dc.format.extent81-92
dc.identifier.citationInformacao & Sociedade-estudos. Campina Grande Pb: Univ Federal Campina Grande, v. 27, n. 1, p. 81-92, 2017.
dc.identifier.issn0104-0146
dc.identifier.lattes1268945434870814
dc.identifier.orcid0000-0002-0968-0108
dc.identifier.urihttp://hdl.handle.net/11449/162784
dc.identifier.wosWOS:000401097100008
dc.language.isopor
dc.publisherUniv Federal Campina Grande
dc.relation.ispartofInformacao & Sociedade-estudos
dc.rights.accessRightsAcesso restrito
dc.sourceWeb of Science
dc.subjectData protection
dc.subjectAnonymization
dc.subjectData utility
dc.titleANALYSIS OF THE BALANCE BETWEEN PRIVACY AND UTILITY IN DATA ACCESSen
dc.typeArtigo
dcterms.rightsHolderUniv Federal Campina Grande
dspace.entity.typePublication
unesp.author.lattes1268945434870814[2]
unesp.author.orcid0000-0002-0968-0108[2]
unesp.campusUniversidade Estadual Paulista (Unesp), Faculdade de Filosofia e Ciências, Maríliapt
unesp.departmentCiência da Informação - FFCpt
unesp.departmentAdministração - Tupãpt

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Coleções

Marília - FFC - Faculdade de Filosofia e Ciências
Tupã - FCE - Faculdade de Ciências e Engenharia