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《Geomatics and Information Science of Wuhan University》 2014-06
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Methods for Detecting Activity-Travel Behavior Information from Passive GPS Data:State-of-the-Art

WANG Donggen;SUN Bingxia;SONG Jinglu;Department of Geography,Hong Kong Baptist University;  
Due to its minimum burden for respondents,passive GPS has become a promising method for collecting individuals' activity-travel behavior data.However,passive GPS only provides information on time,position speed of movement,etc.Individuals' activity-travel behavior information concerning what(types of activities and trip purposes),where(place where activities are collected as well as trip origins and destinations),when(starting time,duration as well as trip arrival and departure times)and with whom activities are conducted and what transportation modes are used must be deduced from the raw data of passive GPS.This has been the major obstacle for applying passive GPS for collecting activity-travel behavior data.In the past years,much research attention has been directed toward develoing methods to derive activity-travel behavior information from passive GPS.The purpose of this paper is to provide an overview of the state-of-the-art developments in this research field.The paper first traces the developments of activity-travel data collection methods;emphasis will be placed on summarizing the recent developments of post processing methods from GPS raw data. Pros,cons and problems of the existing methods and algorithms for detecting individuals' activitytravel behavior information from passive GPS data will be analyzed and discussed.Prospects and potential areas for future studies in this field as well as future directions for using modern ICTs to collect activity-travel behavior data in general will be suggested.
【Fund】: 香港研究资助委员会资助项目(HKBU245008)~~
【CateGory Index】: P228.49;U495
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 CHAI Yanwei 1,SHEN Yue 1,MA Xiujun 2,ZHAO Ying 1(1.College of Urban and Environmental Science,Peking University,Beijing 100871,China;2.School of Electronics and Computer Science,Peking University,Beijing 100871,China);The collection and management of space-time data of individual behavior based on location-based technologies: A case study of activity-travel survey in Beijing[J];Geographical Research;2013-03
2 QI Lan-lan;ZHOU Su-hong;YAN Xiao-pei;School of Geography and Planning, Centre for Urban & Regional Studies, Sun Yat-sen University;Guangdong Key Laboratory for Urbanization and Geo-simulation;;Endpoint Attractive Factors of Medical Facilities' Accessibility: Based on GPS Floating Car Data in Guangzhou[J];Scientia Geographica Sinica;2014-05
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4 DONG Zhenghao;ZHAO Ling;FENG Xin;School of Economic Management,Beijing University of Posts and Telecommunications;;Research on the Impact of Word-of-Mouth on Smart Phone Consumer's Intention under Mobile Internet Environment[J];Science and Technology Management Research;2013-22
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7 WANG Liang;HU Kun-Yuan;KU Tao;WU Jun-Wei;Laboratory of Information Service and Intelligent Control,Shenyang Institute of Automation, Chinese Academy of Sciences;College of Electrical and Control Engineering, Xi'an University of Science and Technology;University of Chinese Academy of Sciences;;Mining Urban Moving Trajectory Patterns Based on Multi-scale Space Partition and Road Network Modeling[J];Acta Automatica Sinica;2015-01
8 CHAI Yan-wei, ZHANG Wen-jia, ZHANG Yan, YAN Ya-ning, ZHAO Ying (Department of Urban and Economic Geography, Peking University, Beijing 100871, China);THE PRODUCTION AND QUALITY MANAGEMENT OF DISAGGREGATED SPACE-TIME DATA OF INDIVIDUAL’S BEHAVIORS——A Case Study of Activity-Diary Survey in Beijing[J];Human Geography;2009-06
9 Han Qiuming(Information M anagement Department of Peking University,Beijing 100871);Comparative Analysis of Domestic and International Information Behavior Research Focus[J];Journal of Intelligence;2013-08
10 WANG Yu-qu;CHEN Zhong-nuan;School of Geography Science, South China Normal University;;Review of Studies on Commercial Space Structure Based on Flow[J];World Regional Studies;2015-02
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