Research And Design Of Data Mining System Based On User Behavior Analysis

Nowadays data mining is an emerging, rapidly developing area, which is one of the major hot research topics. With the increasing popularity of data mining and its increasingly expanding range of applications, and also with the deep research of data mining technology, data mining technology will be implicated in all kinds of applications, and provide us more colorful services in our lives.The main contents of this paper include as following:Firstly, this paper has done research on data mining and network user behaviors, introduced the concept, characteristics, basic processes and functions of data mining in details, and also depicted the definition, classification and characteristics of web mining and discussed the basic aspects of network behavior analysis knowledge.Secondly, this paper has studied the structure and function modules of the data mining system, proposed a general system architecture and a general system functions for data mining. And also has done research on the main algorithms involved in data mining system, described the association rules, classification and regression analysis of the correlation algorithm in details.Lastly, according to the characteristics of data mining system, this article has designed the general data mining system architecture based on user behavior analysis, which is to realize the corresponding function module including data reading module, data preprocessing module and user interest mining module by the programming and database technology. And the system was simulated through two performance indicators,...