Research Of Internet User Access Model

Along with social progress and technological development,Internet has also been tremendous development,the amount of information of Internet has got rapid expansion.As the core technology of access user personalized services,the techniques of access user modeling have been increasingly attach importance to researchers.The paper have studied user modeling techniques of access user personalized services.The establishment of personalized access user model,will help users to get their accurate information which they need,will provide convenient for users,the key is how to create personalized Internet user access model.This paper focus on the core issue,the key technologies of access user model for the establishment are described,these technologies include Web data mining technology, user clustering technology, and user modeling techniques, and each of these technologies are described.This paper put forward the method of establishing users' model based on user access behavior which based on introducing the method of establishing a user model.This method according to user indirect access behavior,and among a large number of indirect access,extract the user's main indirect access behavior,the user's access frequency, the user's access time, the user's access speed,establish Internet access user's three-dimensional access behavior space model.To access the user's behavioral data, after standardization, quantification encoded, mapped into this three-dimensional behavior space, and an analysis of the behavior space to access the user's behavioral data, access to the user's access pattern.In the data analysis process, the paper proposes a method to obtain effective access time, so that all the data retention time of the visit is the user effective access time data, enabling the establishment of the Internet user access model is more accurate and closer to the user's real interest.In the Internet user access model design, the model is divided into three modules, user behavior information acquisition module, user behavior modeling module, and the user service modules.Customer service module is to realize the user's personalized services, including personalized recommendations, personalized search and other services.And user behavior information acquisition module is basement,user behavior modeling module is core.In the design of user behavior modeling module,add the users to update and participation channels,and optimize the channel model allows users to participate in the establishment of timely modification of the model, and timely access to updated information, making returns to the user's personalized content more in line with the user's actual needs.The end of the paper presented the characteristics of the paper and the need for improvement, as well as future work.In this paper, the Internet access to a user modeling method to access the user behavior as the basis for establishing the user's access behavior model does not require user involvement in the circumstances, the establishment of implicit user model, access to user access model, and the user Access-mode feedback to the user, with a great sense of value and applications.