• DocumentCode
    3251729
  • Title

    Telecommunications strategic marketing - KDD and economic modeling

  • Author

    Cazzella, Stefano ; Dragone, Luigi ; Trisolini, Stefano M.

  • Author_Institution
    DIS, Univ. di Roma "La Sapienza", Italy
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    751
  • Lastpage
    754
  • Abstract
    The Italian deregulation process of telecommunications market in the last years has produced a large economic impact since it has altered equilibriums that were established for a long time. In this framework, we notice a strong need for adequate tools to analyze the market and its trends and, at the same time, a lack of specific solutions within the scientific literature, due to the new technical challenges issued by the problem. In particular, in the context of building a Decision Support System (DSS) for the strategic marketing unit of TELECOM Italia (TI) we have devised a new methodology to profitably combine most powerful tools from KDD and Economic Sciences. We have tested our approach by analyzing the residential telecommunications market demand in Italy during the transition from a monopolistic structure to an oligopolistic one. In this paper, we first address the state of the art in DSS design, then we describe the proposed methodology and its application in the case study.
  • Keywords
    data mining; decision support systems; telecommunication computing; Italian deregulation process; TELECOM Italia; decision support system; economic modeling; residential telecommunications market; Data mining; Decision support systems; Econometrics; Economic forecasting; Environmental economics; Microeconomics; Power generation economics; Sampling methods; Telecommunications; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Mining, 2002. ICDM 2003. Proceedings. 2002 IEEE International Conference on
  • Print_ISBN
    0-7695-1754-4
  • Type

    conf

  • DOI
    10.1109/ICDM.2002.1184045
  • Filename
    1184045