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Variability of people's activity space using GPS-based trajectory data
Moncayo Unda, Milton Giovanny; Van Droogenbroeck, Marc; Saadi, Ismaïl et al.
2021In van Wee, Bert (Ed.) Proceedings of the BIVEC-GIBET Transport Research Days 2021
Peer reviewed
 

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Keywords :
Activity space variability; GPS; scikit-mobility; python; ANOVA; R
Abstract :
[en] The increasing popularity, usage, and ubiquity of mobile devices, as their easy access to global positioning systems (GPS), has promoted new research approaches in the transportation field. The easy way to collect data allows to extract and classify episodes of people's daily activity based on their location data, without additional information. This study presents a spatial activity analysis of a group of people from Quito, most of the Central University of Ecuador. The spatial variability analysis of the trajectories generated by GPS tracking will allow us to identify common daily, weekly, or monthly travel-behavior patterns. The method, developed in Python and R, gives all potential for initial data processing related to trajectory and spatial information from participants, respectively, to be analyzed later with demographic data
Disciplines :
Engineering, computing & technology: Multidisciplinary, general & others
Author, co-author :
Moncayo Unda, Milton Giovanny  ;  Université de Liège - ULiège > Local Environment Management & Analysis (LEMA) > UEE
Van Droogenbroeck, Marc  ;  Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Télécommunications
Saadi, Ismaïl ;  Université de Liège - ULiège > Département ArGEnCo > Transports et mobilité
Cools, Mario  ;  Université de Liège - ULiège > Département ArGEnCo > Transports et mobilité
Language :
English
Title :
Variability of people's activity space using GPS-based trajectory data
Publication date :
May 2021
Event name :
BIVEC-GIBET Transport Research Days 2021
Event organizer :
Delft University of Technology, in collaboration with TRAIL Research School
Event place :
Delft, Netherlands
Event date :
May 27-28, 2021
Audience :
International
Main work title :
Proceedings of the BIVEC-GIBET Transport Research Days 2021
Editor :
van Wee, Bert
Publisher :
Delft University of Technology and TRAIL, Delft, Netherlands
ISBN/EAN :
9789055842940
Pages :
298-302
Peer reviewed :
Peer reviewed
Available on ORBi :
since 24 August 2021

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