Passive mobile phone dataset to construct origin-destination matrix: potentials and limitations

被引:40
作者
Bonnel, Patrick [1 ]
Hombourger, Etienne [2 ]
Olteanu-Raimond, Ana-Maria [3 ]
Smoreda, Zbigniew [4 ]
机构
[1] ENTPE, Lab Econ Transports, Lyon, France
[2] CEREMA, DTecITM, Paris, France
[3] IGN, COGIT, Paris, France
[4] Orange Labs, SENSE, Paris, France
来源
TRANSPORT SURVEY METHODS: EMBRACING BEHAVIOURAL AND TECHNOLOGICAL CHANGES | 2015年 / 11卷
关键词
origin-destination matrix; mobile phone data; travel survey; passive data;
D O I
10.1016/j.trpro.2015.12.032
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Mobile phone operators produce enormous amounts of data. In this paper we present applications performed with a dataset (communication events + handover and Location Area Up-date) collected by the operator Orange from 31 March to 11 April 2009 for the whole Paris Region. Trips are deduced from the spatio-temporal trajectory of devices through a hypothesis of stationarity within a Location Area in order to define activities. Trips are then aggregated in an origin-destination matrix which is compared with traditional data (census data and household travel survey). (C) 2016 The Authors. Published by Elsevier B.V.
引用
收藏
页码:381 / 398
页数:18
相关论文
共 49 条
[1]  
Akin D, 2002, P NARSC RSAI PUERT R
[2]  
[Anonymous], 12 WORLD C TRANSP RE
[3]  
[Anonymous], 2008, ENQ MEN DEPL STAND C
[4]   Influence of weather conditions on transit ridership: A statistical study using data from Smartcards [J].
Arana, P. ;
Cabezudo, S. ;
Penalba, M. .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2014, 59 :1-12
[5]  
*ARCEP, 2014, OBSERVATOIRES
[6]  
ARENTZE T, 2000, EC008 TRB
[7]  
Atrosic B. K., 1999, 28 FED COMM STAT MET, P153
[9]   Evaluating long-distance travel patterns in Israel by tracking cellular phone positions [J].
Bekhor, Shlomo ;
Cohen, Yehoshua ;
Solomon, Charles .
JOURNAL OF ADVANCED TRANSPORTATION, 2013, 47 (04) :435-446
[10]  
Bolla R, 2000, P IEEE WCNC