• DocumentCode
    2411261
  • Title

    A Flexible Mining Architecture for Providing New E-Knowledge Services

  • Author

    Castellano, Marcello ; Pastore, Nicola ; Arcieri, Francesco ; Summo, Valerio ; De Grecis, Giuliano Bellone

  • Author_Institution
    Politecnico di Bari
  • fYear
    2005
  • fDate
    03-06 Jan. 2005
  • 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.
  • Keywords
    Application software; Cost function; Data mining; Intelligent structures; Intelligent systems; Large-scale systems; Production; Profitability; Robustness; Web mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    System Sciences, 2005. HICSS '05. Proceedings of the 38th Annual Hawaii International Conference on
  • ISSN
    1530-1605
  • Print_ISBN
    0-7695-2268-8
  • Type

    conf

  • DOI
    10.1109/HICSS.2005.13
  • Filename
    1385385