05621552

j

05621552 Liu, Tian-Peng Zhou, Ya Data mining in P2P networks. J. Comput. Appl. 28, No. 1, 162-164 (2008). 2008 Science Press, Beijing ZH $k$-mean distributed data mining P2P clustering

doi:10.3724/SP.J.1087.2008.00162

http://www.computerapplications.com.cn/EN/abstract/abstract10847.shtml

Summary: To analyze both the operational mechanism of current distributed data mining and the characteristics of the P2P technology: non-centralized peer and asynchronism, by extending the iterative process of classical K-mean algorithm, a distributed data mining algorithm is designed in this paper to implement $k$-mean thinking in P2P networks. This algorithm exchanges information only between directly connected nodes, and can cluster local data on each peer in a global view. Finally, simulation experiments show that the algorithm is effective and accurate.