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
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;
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
DOI :
10.1109/ICNIDC.2009.5361004
