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Proposal of Data Processing Platform for Direct Marketing Data

Authors :
Pérez, Jorge Luis Rivero
Santana, Yaimara Peñate
López, Pedro Harenton Martínez
Publication Year :
2016

Abstract

Data mining has been widely used to identify potential customers for a new product or service. In this article is done a study of previous work relating to the application of data mining methodologies for software projects, specifically for direct marketing projects. Several data sets of demographic and historical customer purchases data available for evaluation of algorithms in this area, some of them very new and current are described. The main contribution of this paper is the proposal of a platform for distributed data stream processing for the processes of targeting customers and building predictive models required response; thus facilitating several of the functional requirements for development environments.<br />Comment: in Spanish

Details

Language :
Spanish; Castilian
Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1609.01131
Document Type :
Working Paper