Title :
moPiMine - mobile profile mining
Author :
Seitz, Christian ; Berger, Michael ; Bauer, Bernhard
Author_Institution :
Siemens AG, Munich, Germany
fDate :
31 May-3 June 2004
Abstract :
We present a new kind of mobile ad hoc application, which we call mobile profile mining (moPiMine), which is a combination of mobile clustering and data clustering. In moPiMine each mobile host is endowed with a user profile and while the users move around, hosts with similar profiles are to be found and a robust mobile group is formed. The members of a group are able to cooperate or attain a goal together. In this paper moPiMine is defined and it is compared with related approaches. Furthermore, a modular architecture and algorithms are presented to build arbitrary moPiMine applications.
Keywords :
ad hoc networks; data mining; mobile radio; telecommunication computing; data clustering; moPiMine; mobile clustering; mobile profile mining; modular architecture; Ad hoc networks; Computer architecture; Computer science; Data mining; Mobile ad hoc networks; Mobile communication; Mobile computing; Pervasive computing; Robustness; Ubiquitous computing;
Conference_Titel :
Wireless Ad-Hoc Networks, 2004 International Workshop on
Print_ISBN :
0-7803-8275-7
DOI :
10.1109/IWWAN.2004.1525552
