Mostra el registre d'ítem simple
Toward an interdisciplinary methodology to solve new (old) transportation problems
dc.contributor.author | Graells-Garrido, Eduardo |
dc.contributor.author | Peñas-Araya, Vanessa |
dc.contributor.other | Barcelona Supercomputing Center |
dc.date.accessioned | 2020-10-01T10:05:06Z |
dc.date.available | 2020-10-01T10:05:06Z |
dc.date.issued | 2020 |
dc.identifier.citation | Graells-Garrido, E.; Peñas-Araya, V. Toward an interdisciplinary methodology to solve new (old) transportation problems. A: WWW: International World Wide Web Conference. "WWW '20: Companion Proceedings of the Web Conference 2020: Taipei Taiwan, April 2020". New York, NY, USA: Association for Computing Machinery (ACM), 2020, p. 504-509. ISBN 978-1-4503-7024-0. DOI 10.1145/3366424.3384372. |
dc.identifier.isbn | 978-1-4503-7024-0 |
dc.identifier.uri | http://hdl.handle.net/2117/329622 |
dc.description.abstract | The rising availability of digital traces provides a fertile ground for new solutions to both, new and old problems in cities. Even though a massive data set analyzed with Data Science methods may provide a powerful solution to a problem, its adoption by relevant stakeholders is not guaranteed, due to adoption blockers such as lack of interpretability and transparency. In this context, this paper proposes a preliminary methodology toward bridging two disciplines, Data Science and Transportation, to solve urban problems with methods that are suitable for adoption. The methodology is defined by four steps where people from both disciplines go from algorithm and model definition to the building of a potentially adoptable solution. As case study, we describe how this methodology was applied to define a model to infer commuting trips with mode of transportation from mobile phone data. |
dc.description.sponsorship | We wish to thank the Atelier Team at Inria Chile (http://inria.cl/) for help in organizing and holding the interactive session, specially Celeste Bertin for her technical support. We also thank Francisca Arévalo for help in organizing and designing the pilot workshops, and Karina Flores for interviewing experts. Finally, we thank Viviana Muñoz from the Secretary of Transportation for helping to build bridges between disciplines. E. Graells-Garrido was partially funded by CONICYT Fondecyt de Iniciación project #11180913. |
dc.format.extent | 6 p. |
dc.language.iso | eng |
dc.publisher | Association for Computing Machinery (ACM) |
dc.rights | Attribution 3.0 Spain |
dc.rights | Attribution 4.0 International (CC BY 4.0) |
dc.rights.uri | http://creativecommons.org/licenses/by/3.0/es/ |
dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ |
dc.subject | Àrees temàtiques de la UPC::Desenvolupament humà i sostenible::Desenvolupament sostenible::Mobilitat sostenible |
dc.subject.lcsh | Residential mobility |
dc.subject.lcsh | Geographic information systems |
dc.subject.lcsh | Social network |
dc.subject.lcsh | Transportation. |
dc.subject.other | Transportation |
dc.subject.other | Data Science |
dc.subject.other | Urban Mobility |
dc.title | Toward an interdisciplinary methodology to solve new (old) transportation problems |
dc.type | Conference lecture |
dc.subject.lemac | Mobilitat residencial |
dc.identifier.doi | 10.1145/3366424.3384372 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | https://dl.acm.org/doi/10.1145/3366424.3384372 |
dc.rights.access | Open Access |
dc.description.version | Postprint (author's final draft) |
local.citation.contributor | WWW: International World Wide Web Conference |
local.citation.pubplace | New York, NY, USA |
local.citation.publicationName | WWW '20: Companion Proceedings of the Web Conference 2020: Taipei Taiwan, April 2020 |
local.citation.startingPage | 504 |
local.citation.endingPage | 509 |