Transportation Planning Based on GSM Traces: A Case Study on Ivory Coast

被引:10
作者
Nanni, Mirco [1 ]
Trasarti, Roberto [1 ]
Furletti, Barbara [1 ]
Gabrielli, Lorenzo [1 ]
Van Der Mede, Peter [2 ]
De Bruijn, Joost [2 ]
De Romph, Erik [2 ]
Bruil, Gerard [2 ]
机构
[1] Isti CNR, KDD Lab, Pisa, Italy
[2] Goudappel Groep, Deventer, Netherlands
来源
CITIZEN IN SENSOR NETWORKS | 2014年 / 8313卷
关键词
D O I
10.1007/978-3-319-04178-0_2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this work we present an analysis process that exploits mobile phone transaction (trajectory) data to infer a transport demand model for the territory under monitoring. In particular, long-term analysis of individual call traces are performed to reconstruct systematic movements, and to infer an origin-destination matrix. We will show a case study on Ivory Coast, with emphasis on its major urbanization Abidjan. The case study includes the exploitation of the inferred mobility demand model in the construction of a transport model that projects the demand onto the transportation network (obtained from open data), and thus allows an understanding of current and future infrastructure requirements of the country.
引用
收藏
页码:15 / 25
页数:11
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