Study on Trip Purpose Estimation Method Using Operational Data of Mobile Network

被引：1
作者：
Imai, Ryuichi [1 ]
Ikeda, Daizo [2 ]
Shingai, Hiroyasu [3 ]
机构：
[1] Tokyo City Univ, Fac Engn, Setagaya Ku, Tokyo, Japan
[2] NTT DOCOMO INC, Res Labs, Yokosuka, Kanagawa, Japan
[3] City Niigata, City Policy Dept, Niigata, Niigata, Japan
来源：
2018 JOINT 10TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS (SCIS) AND 19TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (ISIS) | 2018年
关键词：
mobile spatial dynamics; trip purpose; Origin-Destination; person trip survey;
D O I：
10.1109/SCIS-ISIS.2018.00033
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Mobile spatial dynamics generated from operational data of mobile networks indicate population flows nationwide on a 24/7 basis. The data have stable statistical reliability and are highly consistent based on existing surveys such as person trip surveys. However, there is no established method for estimating the purpose of a trip and the means of transportation. This study proposes a method for estimating the purpose of a trip based on the purpose obtained from person trip surveys. The proposed method estimates the purpose using a large amount of operational data from mobile networks and thus reduces the cost of collecting questionnaires for urban transportation surveys.
引用
收藏
页码：150 / 155
页数：6
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