Temporary user-centred networks for transport systems
The concept of Temporary User-Centred Networks (TUNs) for transport systems is introduced. Affinity in these networks is defined as the time-specific degree of equivalence between travel patterns of users in the system. TUNs reveal latent social structures typically invisible to their users, enablin...
Main Authors: | , , , |
---|---|
Other Authors: | |
Format: | Article |
Published: |
Elsevier BV
2020
|
Online Access: | https://hdl.handle.net/1721.1/124156 |
_version_ | 1826202828367986688 |
---|---|
author | Nunes, António A. Galvão Dias, Teresa Zegras, Pericles C Falcão e Cunha, João |
author2 | Massachusetts Institute of Technology. Department of Urban Studies and Planning |
author_facet | Massachusetts Institute of Technology. Department of Urban Studies and Planning Nunes, António A. Galvão Dias, Teresa Zegras, Pericles C Falcão e Cunha, João |
author_sort | Nunes, António A. |
collection | MIT |
description | The concept of Temporary User-Centred Networks (TUNs) for transport systems is introduced. Affinity in these networks is defined as the time-specific degree of equivalence between travel patterns of users in the system. TUNs reveal latent social structures typically invisible to their users, enabling circumstantial collaboration opportunities amongst them. To make TUNs explicit we quantify affinity as a combination of two measures: journey similarity and journey substitutability. In the urban public transport domain, TUNs enable the diffusion of knowledge across the system in real-time. This can assist passengers adjusting travel decisions to their preferences and objectives according to service status. An enriched Automated Fare Collection (AFC) system dataset is used to demonstrate the market potential of TUNs in the urban public transport domain. Keywords: Spatiotemporal data; Intelligent transport systems; Social networks; Collaboration |
first_indexed | 2024-09-23T12:20:35Z |
format | Article |
id | mit-1721.1/124156 |
institution | Massachusetts Institute of Technology |
last_indexed | 2024-09-23T12:20:35Z |
publishDate | 2020 |
publisher | Elsevier BV |
record_format | dspace |
spelling | mit-1721.1/1241562022-09-28T01:05:09Z Temporary user-centred networks for transport systems Nunes, António A. Galvão Dias, Teresa Zegras, Pericles C Falcão e Cunha, João Massachusetts Institute of Technology. Department of Urban Studies and Planning Massachusetts Institute of Technology. School of Architecture and Planning The concept of Temporary User-Centred Networks (TUNs) for transport systems is introduced. Affinity in these networks is defined as the time-specific degree of equivalence between travel patterns of users in the system. TUNs reveal latent social structures typically invisible to their users, enabling circumstantial collaboration opportunities amongst them. To make TUNs explicit we quantify affinity as a combination of two measures: journey similarity and journey substitutability. In the urban public transport domain, TUNs enable the diffusion of knowledge across the system in real-time. This can assist passengers adjusting travel decisions to their preferences and objectives according to service status. An enriched Automated Fare Collection (AFC) system dataset is used to demonstrate the market potential of TUNs in the urban public transport domain. Keywords: Spatiotemporal data; Intelligent transport systems; Social networks; Collaboration 2020-03-18T20:15:40Z 2020-03-18T20:15:40Z 2016-01 2015-11 Article http://purl.org/eprint/type/JournalArticle 0968-090X https://hdl.handle.net/1721.1/124156 Nunes, Antonio A. et al. "Temporary user-centred networks for transport systems." Transportation Research Part C: Emerging Technologies 62 (January 2016): 55-69 © 2015 Elsevier Ltd 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 10.1016/j.trc.2015.11.006 http://dx.doi.org/10.1016/j.trc.2015.11.006 Transportation Research Part C: Emerging Technologies Creative Commons Attribution-NonCommercial-NoDerivs License http://creativecommons.org/licenses/by-nc-nd/4.0/ application/vnd.openxmlformats-officedocument.wordprocessingml.document application/pdf Elsevier BV Prof. Zegras via Jen Greenleaf |
spellingShingle | Nunes, António A. Galvão Dias, Teresa Zegras, Pericles C Falcão e Cunha, João Temporary user-centred networks for transport systems |
title | Temporary user-centred networks for transport systems |
title_full | Temporary user-centred networks for transport systems |
title_fullStr | Temporary user-centred networks for transport systems |
title_full_unstemmed | Temporary user-centred networks for transport systems |
title_short | Temporary user-centred networks for transport systems |
title_sort | temporary user centred networks for transport systems |
url | https://hdl.handle.net/1721.1/124156 |
work_keys_str_mv | AT nunesantonioa temporaryusercentrednetworksfortransportsystems AT galvaodiasteresa temporaryusercentrednetworksfortransportsystems AT zegraspericlesc temporaryusercentrednetworksfortransportsystems AT falcaoecunhajoao temporaryusercentrednetworksfortransportsystems |