Use este identificador para citar ou linkar para este item: http://repositorio.ufla.br/jspui/handle/1/11483
Título : SMINER - a platform for data mining based on service-oriented architecture
Autor: Esmin, Ahmed Ali Abdalla
Pereira, Denilson Alves
Pereira, Marluce Rodrigues
Araújo, Deivison Luiz
Palavras-chave: Data Mining
Web site – Research
Computer network architectures
Service-oriented architecture (SOA)
Mineração de dados
Sites da Web – Pesquisa
Arquitetura de redes de computadores
Publicador: Inderscience
Data da publicação: 2013
Referência: ESMIN 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.
Abstract: Data 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.
URI: http://www.inderscience.com/dev/search/index.php?mainAction=search&action=record&rec_id=55783&prevQuery=&ps=10&m=or
http://repositorio.ufla.br/jspui/handle/1/11483
Idioma: en_US
Aparece nas coleções:DCC - Artigos publicados em periódicos

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