DocumentCode
2784051
Title
The parallel algorithm of Clique and it´s application on Data Mining Grid system
Author
Chen, Ping ; Liu, Zhen ; Qiao, Xiuquan ; Tian, Xiaoping
Author_Institution
Center of Inf. & Network Technol., Beijing Normal Univ., Beijing, China
fYear
2009
fDate
6-8 Nov. 2009
Firstpage
340
Lastpage
343
Abstract
Computing of some parameters using great amount of data is a great challenge in data mining fields so far. DMG (data mining grid) is designed to solve the computing problem. The design of the workflow service in DMG and the distributed data mining algorithm, are investigated. A sample application in telecom field customer value analysis is and illustrated. In the sample application, Clique, which is computed by parallel algorithm on data mining grid system, is an important measure in telecom social network, which benefits to enhance the precise of context-based prediction of the customer value in telecom social network and work out information in expected duration. Telecom operators can take measures to gain more profit.
Keywords
customer satisfaction; data mining; grid computing; parallel algorithms; social networking (online); Clique; context-based prediction; customer value analysis; distributed data mining grid system; parallel algorithm; telecom social network; workflow service; Algorithm design and analysis; Clustering algorithms; Computer networks; Data mining; Distributed computing; Grid computing; Parallel algorithms; Parallel processing; Social network services; Telecommunication computing; Data Mining Grid; Telecom Social Network; parallel clique algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Network Infrastructure and Digital Content, 2009. IC-NIDC 2009. IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-4898-2
Electronic_ISBN
978-1-4244-4900-6
Type
conf
DOI
10.1109/ICNIDC.2009.5361004
Filename
5361004
Link To Document