Processos de KDD em dados Não Relacionais: O caso da ferramenta MineraMongo

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dc.contributor.authorLima, Thiago G. [UNESP]
dc.contributor.authorCorreia, Ronaldo C. M. [UNESP]
dc.contributor.authorEler, Danilo M. [UNESP]
dc.contributor.authorOlivete-Jr, Celso [UNESP]
dc.contributor.authorGarcia, Rogerio E. [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2018-12-11T17:13:52Z
dc.date.available2018-12-11T17:13:52Z
dc.date.issued2017-07-11
dc.description.abstractThe process of Knowledge Discovery in Databases, or KDD for short, have been intensively used in tasks focused on searching useful information based on data. The reason is that such data is generated in significant volume, high speed and with a large variety, which makes it require accurate, efficient and scalable methods to handle them. Due to this scenario, several tools and methodologies have been developed to enable data analysis and mining processes. However, there is still a lack of KDD methods based on non-relational data. Considering this scenario, this work aims to present a tool capable of providing selection, preprocessing, transformation, mining and data analysis through databases. Our results consist in a case study, which is used to demonstrate the potential of the MineraMongo tool. This research contributes in a framework of analytical and computational techniques.en
dc.description.affiliationDepartamento de Matemática e Computação (DMC) Universidade Estadual Paulista (FCT/UNESP) Presidente Prudente
dc.description.affiliationUnespDepartamento de Matemática e Computação (DMC) Universidade Estadual Paulista (FCT/UNESP) Presidente Prudente
dc.identifierhttp://dx.doi.org/10.23919/CISTI.2017.7975734
dc.identifier.citationIberian Conference on Information Systems and Technologies, CISTI.
dc.identifier.doi10.23919/CISTI.2017.7975734
dc.identifier.issn2166-0735
dc.identifier.issn2166-0727
dc.identifier.lattes
dc.identifier.lattes2616135175972629
dc.identifier.scopus2-s2.0-85026997904
dc.identifier.urihttp://hdl.handle.net/11449/175018
dc.language.isopor
dc.relation.ispartofIberian Conference on Information Systems and Technologies, CISTI
dc.relation.ispartofsjr0,136
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectData Mining
dc.subjectMineraMongo
dc.subjectMongoDB
dc.subjectWeka
dc.titleProcessos de KDD em dados Não Relacionais: O caso da ferramenta MineraMongopt
dc.title.alternativeKDD processes in non-relational data: The case of the MineraMongo toolen
dc.typeTrabalho apresentado em evento
unesp.author.lattes2616135175972629[4]

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Artigos - Matemática e Computação - FCT