Distributed data mining for e-business
Information Technology and Management
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With the rapid development of E-business, more and more customer data accumulate daily in websites’ background databases. Data mining is thus used to analyze customers’ buying behaviors and consuming habits to better understand their needs. The authors introduce the data source of data mining in E-business websites, and then present an architecture that consists of three main components: Business Data Definition, Customer Interaction, Data Analysis, and three data transfer processes: Data Preparation, Data Warehouse Construction and Results Deployment. Finally several main methods of data mining in E-business websites, including Characterization and Discrimination, Association Analysis, Cluster Analysis, are clarified.