Clustering in a multi-agent data mining environment
ADMI'10 Proceedings of the 6th international conference on Agents and data mining interaction
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The development of computer science and network technology, and the rapid emergence of e-commerce bring limitless business opportunity to trade company. For the trade company, any consumer-related information is very valuable, but searching for the enormous amount of data restricts the development of e-commerce. The combination of data mining technology with multi- Agent technology can decrease the amount of data transmission, lighten network load, improve mining performance and effectively guarantee the security of the data. This paper has introduced the performance of every Agent in detail and the basic thoughts of the mining method adopted. Furthermore, in view of the business backgrounds and characteristics of e-commerce trade, we design the data mining system based on Multi-Agent under the circumstance of e-commerce. It can achieve the goal of mining data accurately and effectively, and offer the personalized service to users, and improve operational efficiency for system.