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Research On Mobile Internet User Access Behavior Based On Data Mining

Posted on:2016-01-22Degree:MasterType:Thesis
Country:ChinaCandidate:J WangFull Text:PDF
GTID:2308330473461030Subject:The mobile Internet
Abstract/Summary:PDF Full Text Request
Continuous integration of mobile communication network and the Internet as well as the development of mobile terminal technology, showing an emerging network that the mobile Internet. As the 3G era, a variety of video images and other multimedia business development, Internet and mobile users’ lives are becoming increasingly closer. Mobile Internet with respect to the addition of new traditional Internet features, but also introduces more insecurity. Mobile Internet research, management and operations in the future in favor of the maintenance of the mobile Internet, while the site design, development and optimization, website marketing, gateways and other aspects of system design and optimization has important guiding significance. However, the most effective way for mobile Internet access to conduct research is the study of mobile Internet users.Currently, the study of the behavior of mobile Internet users is not that much, but not comprehensive enough, and most of them are based on the wired network simulation WAP network PC. Although the gap between the wireless network and the wired network is constantly shrinking, but the results will be used loosely wired network analysis obviously does not have a wireless network explanatory power. In this paper, the mobile Internet WAP gateway log data from drill-user access, and analyze the status of the network from the user’s mobile Internet access behavior characteristics.In this paper, mobile Internet users access process modeling and extraction to study a series of mobile Internet terminals, gateways, servers, websites, web, network characteristics, network performance, user behavior and characteristics of the model parameters. And from time and space, the overall macro and individual differences, qualitative and quantitative, statistical analysis and pattern discovery and so many angles, traffic characteristics on regular mobile phone users, web access features, site access features in-depth analysis, the practical guide meaningful conclusions. This paper analyzes the process also discovered another special user access mode mobile Internet: computer users use the phone as a wireless Internet proxy mode. Through its user clicks, click on the page number, flow, click the interval, WAP gateway response time analysis, unexpected features of its users to access and WAP gateway response characteristics. This user-access mode for the existence of a safety hazard, the idea of a mobile Internet network architecture, the use of the special nature of the communication mechanism, attack mode WAP gateway.
Keywords/Search Tags:mobile internet, user behavior, click, WAP
PDF Full Text Request
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