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
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;
Conference_Titel :
Data Mining, 2002. ICDM 2003. Proceedings. 2002 IEEE International Conference on
Print_ISBN :
0-7695-1754-4
DOI :
10.1109/ICDM.2002.1184045