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
Link To Document :
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