Zhong, C;
Sulis, P;
Manley, E;
(2017)
Analysing Interlinked Urban Functions through Mobility Motifs.
In:
GISRUK 2017 Proceedings.
Geographical Information Science Research UK (GISRUK): Manchester, UK.
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Abstract
This paper presented a work on mining mobility patterns using smart-card data. In particular, we investigated the interlinked urban functions from sequences of individuals’ daily trips. A spatiotemporal network approach is introduced with workflow and related data analysis specified. Using London Underground as a case study, the analytical result shows a universal pattern and spatial heterogeneity. Statistically, there is a universal pattern of mobility motif distribution, which is consistent with previous works using mobile and surveyed data. When extend the analysis to spatial dimension, relations between motifs and urban functions can be identified.
| Type: | Proceedings paper |
|---|---|
| Title: | Analysing Interlinked Urban Functions through Mobility Motifs |
| Event: | GISRUK 2017 |
| Location: | Manchester, UK |
| Open access status: | An open access version is available from UCL Discovery |
| Publisher version: | http://manchester.gisruk.org/proceedings.php |
| Language: | English |
| Additional information: | This version is the version of record. For information on re-use, please refer to the publisher’s terms and conditions. |
| Keywords: | Network analysis, motifs, urban mobility, smart-card data, urban functions |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of the Built Environment UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of the Built Environment > Centre for Advanced Spatial Analysis |
| URI: | https://discovery.ucl.ac.uk/id/eprint/10038780 |
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