电信科学 ›› 2013, Vol. 29 ›› Issue (4): 118-124.doi: 10.3969/j.issn.1000-0801.2013.04.023

• 综述 • 上一篇    下一篇

基于位置信息的用户行为轨迹分析与应用综述

陈康1,黄晓宇2,3,王爱宝4,陶彩霞1,关迎晖1,李磊3   

  1. 1 中国电信股份有限公司广东研究院 广州 510630
    2 华南理工大学经济与贸易学院 广州 510006
    3 中山大学软件研究所 广州 510275
    4 中国电信集团公司 北京100032
  • 出版日期:2013-04-15 发布日期:2013-04-15
  • 基金资助:
    国家高技术研究发展计划(“863”计划)“业务受控的精密定位信息移动广播系统技术”基金资助项目

Analysis and Application Review of User Behavior Trajectory Based on the Location Information

Kang Chen1,Xiaoyu Huang2,3,Aibao Wang4,Caixia Tao1,Yinghui Guan1,Lei Li3   

  1. 1 Guangdong Research Institute of China Telecom Co.,Ltd.,Guangzhou 510630,China
    2 School of Economics and Commerce,South China University of Technology,Guangzhou 510006,China
    3 Software Institute,SUN Yat-Sen University,Guangzhou 510275,China
    4 China Telecom Corporation,Beijing 100032,China
  • Online:2013-04-15 Published:2013-04-15

摘要:

近年来,随着空间数据采集技术的发展,基于位置信息的用户行为轨迹分析及其应用的研究引起了广泛关注,并已展现了良好的商业前景。根据应用的领域,对这一问题的研究主要可以分为智能交通应用和用户行为分析应用两种类型。本文分别对这两类应用的研究现状进行了较为全面的总结,对每类应用,都概括了在相关领域中研究的典型问题和代表性结果。最后,讨论了在用户行为轨迹分析研究中的主要技术特点,并对未来的研究工作进行了展望。

关键词: 位置服务, 行为轨迹分析, 智能交通, 社交网络, 大数据

Abstract:

With the rapid development of spatial data collection technology in recent years,many efforts have been devoted to the research on trajectory based user behavior analysis and its applications,due to their academic interests;they also show promising business opportunities.From the application aspect,in principle,current issues in trajectory based user behavior analysis can be classified into two major categories:the intelligent transportation applications and the user behavior based applications.The state-of-the-art progress of these categories were reviewed.For each category,its main focus and related achievements were discussed.What’s more,the main technical characteristics of the means used were also summarized in current studies.

Key words: location based service, behavior trajectory analysis, intelligent transportation, social network, big data

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