• DocumentCode
    3112876
  • Title

    Total Assessment and Optimization of Telecommunication Sectors by Multivariate Approach

  • Author

    Azadeh, M.A. ; Bukhari, A. ; Izadbakhsh, H.

  • Author_Institution
    Dept. of Ind. Eng. & Res. Inst. of Energy, Tehran Univ., Tehran
  • fYear
    2006
  • fDate
    16-18 Aug. 2006
  • Firstpage
    659
  • Lastpage
    663
  • Abstract
    This paper presents a multivariate approach for total assessment and ranking of telecommunication sectors based on standards indicators identified by International Telecommunication Union (ITU). The model is based on Data Envelopment Analysis (DEA) and Principal Component Analysis (PCA) and is verified and validated by Spearman correlation technique. The indicators are categorized as telephone network size, other services, quality of service, traffic, tariffs, staff, demography, economy, information technology, broadcasting and mobile services. To present the applicability of the approach, data for the year 2003 of 27 developed and developing countries are used. A total of 9 indicators are considered, out of which 4 are inputs and 6 are outputs respectively. The results show weak and strong points of each sector and identifies the most efficient inputs or outputs which can aid management in overall assessment and optimization. This is the first study that presents an integrated multivariate approach for total assessment and improvement of the telecommunication sectors.
  • Keywords
    data envelopment analysis; optimisation; principal component analysis; quality of service; telephone networks; telephone traffic; International Telecommunication Union; Spearman correlation technique; broadcasting; data envelopment analysis; demography; economy; information technology; mobile service; multivariate approach; principal component analysis; quality of service; tariffs; telecommunication sector assessment; telecommunication sector optimization; telephone network size; telephone network traffic; Broadcast technology; Data envelopment analysis; Demography; Information technology; Principal component analysis; Quality of service; Telecommunication standards; Telecommunication traffic; Telephony; Traffic control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Informatics, 2006 IEEE International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    0-7803-9700-2
  • Electronic_ISBN
    0-7803-9701-0
  • Type

    conf

  • DOI
    10.1109/INDIN.2006.275639
  • Filename
    4053466