Optimization of web mining applications through PMML

  • Authors:

  • Ioan Pop;Iosif Mircea Neamţu

  • Affiliations:

  • Department of Computer Science, Lucian Blaga University, Sibiu, Romania;Department of Computer Science, Lucian Blaga University, Sibiu, Romania

  • Venue:
  • MMACTEE'06 Proceedings of the 8th WSEAS international conference on Mathematical methods and computational techniques in electrical engineering
  • Year:
  • 2006

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Abstract

In this paper we deal with some ways to use the data mining tools in Web Mining applications. It is well-known that Predictive Model Markup Language (PMML) language offers good capabilities to create applications for predictive models achievement. PMML gives applications a tool to define statistical and data mining models and to share them with other PMML-compliant apps. Our examples of integration and optimization of application are developed with the PMML standard. These examples are the meta-models in order to assure the processing of the information through pre-processing PMML language by making shared models. In our example we deal with PMML models for Clustering like center-based cluster models.