赵梦文, 郭志刚*
( 北京邮电大学信息与通信工程学院,北京,100876; )
职称论文发表摘要: 人类移动性在很多领域引起了关注,例如传染性疾病预防与控制、公共场所人员流动性监测与疏导、公共交通客流监测与智能调度、商业客流监测与服务优化等。由于移动终端与人的密切关系,无线技术的发展使得基于移动终端获取海量人类移动数据成为可能。本文设计并实现了无线实境分析系统,将其应用于用户轨迹分析。基于多个地点的测量数据,利用Gephi可视化地展示了用户移动轨迹和各个地点之间的关联性,并采用时空融合的办法进行了用户活动轨迹分析。
关键词: 人类移动性;无线实境分析系统;用户轨迹
ZHAO Mengwen, GUO Zhigang*
( School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China 100876; )
Abstract: Human mobility plays an important role in many fields, such as supervisory and persuasion in public areas, epidemic prevention and control, public traffic flow monitoring and smart scheduling, customer monitoring and service optimization in commercial field, etc. The development of wireless technology enables collecting massive human movement data based on mobile terminals, due to the close relation between the mobile terminal and human. In this paper, we design and implement a wireless reality analytics system. The system is applied to user trajectory analysis. Based on the data measurement from multiple locations, we use Gephi to visually demonstrate user movement trajectory and the association between various locations, and use spatio-temporal join approach for user activity trajectory analysis.
Keywords: Human mobility; Wireless Reality Analytics System; User Trajectory Analysis
作者简介: 赵梦文,女,硕士研究生,主要研究方向:人类移动性与移动互联网
通信联系人: 郭志刚,男,教授,主要研究方向:下一代接入网与移动互联网
中国科技论文在线:赵梦文,郭志刚. 基于无线探测的用户轨迹分析[EB/OL].北京:中国科技论文在线 [2014-11-03]
发表期刊: 暂无