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
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;
Conference_Titel :
Computational Intelligence and Security (CIS), 2011 Seventh International Conference on
Conference_Location :
Hainan
Print_ISBN :
978-1-4577-2008-6
DOI :
10.1109/CIS.2011.315
