移动网用户通信浏览资源优化管理仿真  

Mobile Network User Communication Browsing Resources Optimization Management Simulation

作　　者：吴骏[1] 尹鸿峰[1] 

机构地区：[1]北京交通大学海滨学院,河北黄骅061100

出　　处：《计算机仿真》2017年第1期439-443,共5页Computer Simulation

摘　　要：对移动网用户通信浏览资源进行优化管理,可以提高用户浏览资源的满意度。进行用户通信浏览资源管理时,应对用户浏览行为进行分析,构建浏览影响力评价指标体系,实现对移动上网选择页面浏览资源与用户关注对象的自适应匹配完成管理,但是传统方法通过构建移动上网用户兴趣特征的模型库和知识库中的参量信息进行目标解析和数据分析完成管理,但不能根据用户浏览行为对移动网用户浏览资源与用户关注对象的白适应匹配,降低了资源管理的效果。提出一种用户-内容关联度匹配和协同推荐的移动网用户通信浏览资源优化管理模型。首先根据移动上网用户浏览资源推荐系统设计原理构建模型,综合分析用户行为,构建浏览影响力评价指标体系,设计用户-内容关联度匹配的PageRank(BWPR)算法,实现对移动上网选择浏览资源与用户关注对象的自适应匹配,提高了用户活跃度。仿真结果分析表明,采用上述模型进行移动上网用户浏览资源,提高了用户的覆盖度,同时提高了测试网站的关注度,改善了移动上网用户浏览的价值体验,有效的完成了移动网用户通信浏览资源优化管理。In this paper, the author proposed an optimization management model for the browsing resources of mobile network user based on the eorrelativity matching of user-eontent and collaborative recommendation. Firstly, the model was built according to the design theory of browsing resources recommended system of mobile network user and the user behavior was analyzed synthetically. Then the evaluation index system of browsing influence was built and the PageRank （BWPR） algorithm of user-content correlativity matching was designed. Finally, the self-adaption matching for the browsing resources of mobile network user and user focus was achieved and the user liveness was improved. The simulation results show that the model can enhance the user cover degree and the attention of testing website. It improves the value experience of mobile network user and complete the optimization management for communication browsing resources of mobile network user effectively.

关 键 词：移动上网 浏览 用户 资源优化管理 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]