DocumentCode :
535969
Title :
Network user dial-up behavior analysis
Author :
Liu, Wei ; Hao, Y. ; Zhou, Wenli ; Lei, Zhenming
Author_Institution :
Sch. of Inf. & Commun. Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
Volume :
1
fYear :
2010
fDate :
9-10 Oct. 2010
Firstpage :
39
Lastpage :
43
Abstract :
With the development of the Internet and network services, broadband user behavior tends to diversify. It is a rising challenge for the network operators to understand network user behavior. In this paper, we use the Postgres to sort the data records which are caught and extracted from the network monitoring equipment. Then we analyze the characteristics of the data by SPSS, such as login time, logout time, on-line duration and log times and the relationships among them. We extract the main feature, and then use the K-MEAN algorithm to classify the users and carry on the corresponding description. Our results provide a basis for network operators to understand dial-up user behavior, optimize network planning and adjust customer.
Keywords :
Internet; behavioural sciences computing; broadband networks; telecommunication network management; telecommunication services; Internet; K-MEAN algorithm; broadband user behavior; dial-up user behavior; network monitoring equipment; network operators; network services; Analytical models; Computational modeling; Correlation; Monitoring; Schedules; K-MEAN algorithm; User behaviors; characteristics; classify;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Future Information Technology and Management Engineering (FITME), 2010 International Conference on
Conference_Location :
Changzhou
Print_ISBN :
978-1-4244-9087-5
Type :
conf
DOI :
10.1109/FITME.2010.5655804
Filename :
5655804
Link To Document :
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