Wang, Y. and McArthur, D. P. (2017) Linking Smartphone GPS Data with Transport Planning: A Framework of Data Aggregation and Anonymization for a Journey Planning App. GISRUK 2017, Manchester, UK, 18-21 Apr 2017.
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140052.pdf - Published Version 1MB |
Publisher's URL: http://manchester.gisruk.org/proceedings.php
Abstract
With the proliferation of GPS tracking data provided by smartphone apps, it is desirable to develop a data processing and anonymizing framework to transform raw GPS data into a suitable format for transport planning models. The paper aims to describe the effort to address such issues by map matching and aggregating the GPS information derived from a journey planning app. The effectiveness and flexibility of such a framework is demonstrated by an analysis of speeding and waiting time patterns in England and Wales by tracking 120 users for a year.
| Item Type: | Conference or Workshop Item |
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| Keywords: | GPS, transport modelling, map matching, anonymization, aggregation. |
| Status: | Published |
| Refereed: | Yes |
| Glasgow Author(s) Enlighten ID: | Wang, Dr Yang and Mcarthur, Dr David |
| Authors: | Wang, Y., and McArthur, D. P. |
| Subjects: | H Social Sciences > HE Transportation and Communications |
| College/School: | College of Social Sciences > School of Social and Political Sciences > Urban Studies |
| Published Online: | 21 April 2017 |
| Copyright Holders: | Copyright © 2017 The Authors |
| First Published: | First published in GISRUK 2017 |
| Publisher Policy: | Reproduced with the permission of the Editor |
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