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dc.creatorEsmin, Ahmed Ali Abdalla-
dc.creatorPereira, Denilson Alves-
dc.creatorPereira, Marluce Rodrigues-
dc.creatorAraújo, Deivison Luiz-
dc.identifier.citationESMIN A. A. A. et al. SMINER - a platform for data mining based on service-oriented architecture. International Journal of Business Intelligence and Data Mining, [S. l.], v. 8, n. 1, p. 1-18, 2013.pt_BR
dc.description.abstractData mining is a process to discover useful patterns in large volumes of data through the application of appropriated algorithms, tools, and techniques. However, building scalable, extensible, and easy-to-use data mining systems has proved to be a very difficult task. This paper presents the web platform called SMINER, which aims at interoperability and facility of integration in the development of data mining applications. The platform is based on the paradigm of service-oriented architecture (SOA) using the web services standard for extensibility and interoperability. This platform is composed of two main components: 1) web services, which implement data mining algorithms; 2) a user web interface, which can be used for modelling applications that use the services of the platform. Experimental results demonstrate that our SOA-based platform makes it easy to construct a flexible and scalable data mining system.pt_BR
dc.sourceInternational Journal of Business Intelligence and Data Miningpt_BR
dc.subjectData Miningpt_BR
dc.subjectWeb site – Researchpt_BR
dc.subjectComputer network architecturespt_BR
dc.subjectService-oriented architecture (SOA)pt_BR
dc.subjectMineração de dadospt_BR
dc.subjectSites da Web – Pesquisapt_BR
dc.subjectArquitetura de redes de computadorespt_BR
dc.titleSMINER - a platform for data mining based on service-oriented architecturept_BR
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