Observatorio de I+D+i UPM

Memorias de investigación
Artículos en revistas:
Big Data and Cycling
Año:2016
Áreas de investigación
  • Transporte
Datos
Descripción
Big Data has begun to create significant impacts in urban and transport planning. This paper covers the explosion in data-driven research on cycling, most of which has occurred in the last ten years. We review the techniques, objectives and findings of a growing number of studies we have classified into three groups according to the nature of the data they are based on: GPS data (spatio-temporal data collected using the global positioning system (GPS)), live point data and journey data. We discuss the movement from small-scale GPS studies to the ?Big GPS? data sets held by fitness and leisure apps or specific cycling initiatives, the impact of Bike Share Programmes (BSP) on the availability of timely point data and the potential of historical journey data for trend analysis and pattern recognition. We conclude by pointing towards the possible new insights through combining these data sets with each other ? and with more conventional health, socio-demographic or transport data.
Internacional
Si
JCR del ISI
Si
Título de la revista
Transport Reviews
ISSN
0144-1647
Factor de impacto JCR
2,452
Información de impacto
Volumen
36
DOI
Número de revista
1
Desde la página
114
Hasta la página
133
Mes
SIN MES
Ranking
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Gustavo Romanillos Arroyo (UPM)
  • Autor: Martin Zaltz-Austwick
  • Autor: Dick Ettema
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Centro o Instituto I+D+i: Centro de Investigación del Transporte
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