A Flexible Mining Architecture for Providing New E-Knowledge Services

  • Authors:

  • Marcello Castellano;Nicola Pastore;Francesco Arcieri;Valerio Summo;Giuliano Bellone de Grecis

  • Affiliations:

  • Politecnico di Bari;An IBM&FIAT Company;An IBM&FIAT Company;An IBM&FIAT Company;An IBM&FIAT Company

  • Venue:
  • HICSS '05 Proceedings of the Proceedings of the 38th Annual Hawaii International Conference on System Sciences (HICSS'05) - Track 3 - Volume 03
  • Year:
  • 2005

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Abstract

This paper presents a flexible mining system built on a multi-tier architecture. The architecture of the system is designed on the Model-View-Controller design pattern. The aim of the paper is to define and validate a process of knowledge discovery, starting from structured and unstructured data, in a distributed and heterogeneous environment by integrating Data and Web Mining techniques. The system is able to provide new added value e-Knowledge services in order to meet the diverse e-Knowledge needs of e-business, by driving the user through the three stages of the knowledge discovery, data preparation, data and web mining and result analysis, in an innovative unique process of workflow that integrates a set of existing tools. Each e-Knowledge service represents the result of an orchestration of reusable building blocks, with well defined tasks, able to interoperate among them. Finally, a case study is shown.