Please use this identifier to cite or link to this item:
metadata.artigo.dc.title: SMINER - a platform for data mining based on service-oriented architecture
metadata.artigo.dc.creator: Esmin, Ahmed Ali Abdalla
Pereira, Denilson Alves
Pereira, Marluce Rodrigues
Araújo, Deivison Luiz
metadata.artigo.dc.subject: Data Mining
Web site – Research
Computer network architectures
Service-oriented architecture (SOA)
Mineração de dados
Sites da Web – Pesquisa
Arquitetura de redes de computadores
metadata.artigo.dc.publisher: Inderscience 2013
metadata.artigo.dc.identifier.citation: 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.
metadata.artigo.dc.description.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.
metadata.artigo.dc.language: en_US
Appears in Collections:DCC - Artigos publicados em periódicos

Files in This Item:
There are no files associated with this item.

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.