DocumentCode
2991636
Title
A Novel Two-stage Analysis Method for Customer´s Requirement
Author
Zhu, Hai ; Dou, Zengfa ; Zhou, Wengang
Author_Institution
Sch. of Comput. Sci. & Technol., Zhoukou Normal Univ., Zhoukou, China
fYear
2011
fDate
3-4 Dec. 2011
Firstpage
1413
Lastpage
1417
Abstract
In order to analyze the requirement of customer, we proposed a two-stage analysis method: in the first stage, the data point is clustered to several communities by affinity propagation algorithm, and in the second stage, calculating the priority of the central point in community. According to the priority, we sort the central point and select the top central point as the potential WLAN hot point. We evaluate our two-stage method based on the customer requirement data of Gansu mobile, and the result shows our method is effective.
Keywords
customer profiles; mobile handsets; pattern clustering; telecommunication industry; wireless LAN; Gansu mobile data; affinity propagation algorithm; customer requirement; potential WLAN hot point; two-stage analysis method; Algorithm design and analysis; Clustering algorithms; Communities; Databases; Educational institutions; Mobile communication; Wireless LAN; Affinity propagation; Two-stage method; WLAN hot point; community; priority of central point;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Security (CIS), 2011 Seventh International Conference on
Conference_Location
Hainan
Print_ISBN
978-1-4577-2008-6
Type
conf
DOI
10.1109/CIS.2011.315
Filename
6128356
Link To Document