An On-line Customer Profile Mining System (CPMS) based on Mobile Agents

• Main Authors: Chia-Chi Chang, 張嘉琪
• Other Authors: Jau-Shien Chang
• Format: Others
• Language: zh-TW
• Published: 2002
• Online Access: http://ndltd.ncl.edu.tw/handle/03483350622155438129

碩士 === 淡江大學 === 資訊管理學系 === 90 === For the mobility requirements of mobile commerce, it is essential to provide commercial data mining capabilities than can be operated without limit on time and location. Thus, the thesis develops an on-line customer profile mining system based on mobile agent technology－CPMS (on-line Customer Profile Mining System). The system combined PDAs and PHS cellular phone to provide the user the on-line mining without concerning the locations. The design of the system especially focuses on small monitors of the mobile devices and inconvenient input to offer the simple mode of operations. Besides, the system also used mobile agents technology to save the wireless communication bandwidth and the waiting time of users. According to the workload of data server, main server determines the dispatch of the agents. For the data mining, currently only association rule mining is implemented. According to the simulation experiments, the effectiveness of the system prototype has be demonstrated and hope to use to the system on real trading environments in the near feature.