A service oriented architecture to provide data mining services for non‐expert data miners

A service oriented architecture to provide data mining services for non‐expert data miners

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Article ID: iaor20133086
Volume: 55
Issue: 1
Start Page Number: 399
End Page Number: 411
Publication Date: Apr 2013
Journal: Decision Support Systems
Authors: ,
Keywords: artificial intelligence: decision support
Abstract:

In today's competitive market, companies need to use discovery knowledge techniques to make better, more informed decisions. But these techniques are out of the reach of most users as the knowledge discovery process requires an incredible amount of expertise. Additionally, business intelligence vendors are moving their systems to the cloud in order to provide services which offer companies cost‐savings, better performance and faster access to new applications. This work joins both facets. It describes a data mining service addressed to non‐expert data miners which can be delivered as Software‐as‐a‐Service. Its main advantage is that by simply indicating where the data file is, the service itself is able to perform all the process.

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