摘要
针对中小学生上课玩手机下课去网吧的现象屡禁不止的问题,设计并研发了一种基于Android平台的行为分析系统。系统基于监护人客户端、服务器和被监护人客户端的三层架构设计,综合运用百度地图API、自适应DBSCAN聚类算法和专家系统等关键技术,实现了短信、通话、流量和软件使用情况实时查看、轨迹聚类分析、专家系统分析等多项功能,使得监护人可以直观地了解到被监护人的行为动态和问题并采用科学有效的方法进行教育和引导,解决了学生过度使用手机、上网成瘾、沉迷游戏等问题,给作为监护人的家长和老师带来很大方便。
Aiming at the problem that the phenomenon of pupils playing mobile phone in class and going to internet cafes after school is a constant resurgence after repeated prohibitions,we designed and developed an Android platform-based behaviour analysis system. The system is based on a three-tier architecture design which consists of the guardian client,the wards client and the server. It employs comprehensively the key technologies such as Baidu map API,self-adaptive DBSCAN clustering algorithm and expert system,etc.,and realises multiple functions of real-time examining the usages of SMS,calls,traffic and app,track clustering analysis,expert system analysis and so on,which enables the guardians to intuitively understand the behaviours and moving as well as questions of the wards,and adopts scientific and effective method in education and guidance,thus solves the problems of pupils in overusing mobile phone,addicting to internet access and obsessing in playing games,etc.,this brings great convenience for parents and teachers as the guardians.
出处
《计算机应用与软件》
CSCD
2016年第4期223-226,共4页
Computer Applications and Software
基金
国家重大科学仪器设备开发专项(2012YQ030126)
"十二五"国家科技支撑计划项目(2011BAK06B01-06)
