COLLECTING AND ANALYZING MOBILITY DATA FROM MOBILE NETWORK

摘要：

Collecting and analyzing massive mobility data from mobile network is becoming an emerging research topic in past years. It is proved to have great potential in lots of domains, e.g. intelligence traffic system, urban analysis, public safety etc. However, due to variety of data collection mechanisms, the data characteristics are various and need to be abstracted. In this paper, we outline the mobility data collection approaches and identify the differentiation in data characteristics and data process requirements. Then we propose an extendable framework which provides general data abstraction and universal data process flow for various mobility data. The experiment results are also presented to prove the framework.

关键词： mobility data mining mobile phone sensing

作者: Shang Weixiong Zhu Yanfeng Zhou Jin Ying Chun

作者单位: IBM Research Division, China Research Lab

会议类型: 国际会议

会议名称: 2009 2nd IEEE International Conference on Broadband Network & Multimedia Technology(2009年宽带网络与多媒体国际会议 IEEE IC-BNMT2009)

会议地点: 北京

会议语种:英文

页码: 810-815

在线出版日期: 2009-10-18（万方平台首次上网日期，不代表论文的发表时间）