Dynamic modeling of urban population travel behavior based on data fusion of mobile phone positioning data and FCD

Hu, Jinxing; Cao, Wenjing; Luo, Jun; Yu, Xiaomin

doi:10.1109/geoinformatics.2009.5293222

Cited by 8 publications

(6 citation statements)

References 7 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The accuracy of the location data is frequently influenced by the sample size (J. Hu et al, 2009)(M. A. Quddus et al, 2007. Small sample rate and mapping for cell phone positioning in terms of precision and dependability, GPS mapping requires gradual improvements.…”

Section: Other Advanced Strategiesmentioning

confidence: 99%

A Comprehensive Review of Map-Matching Techniques

Gupta¹,

Shanker²

2022

International Journal of Web Services Research

View full text Add to dashboard Cite

The map matching method gets simpler with higher precision positioning systems, but because the positioning framework is still not sufficiently precise or too costly for marginal map matching in practice, it is still a hot research domain. Several researchers have worked on map-matching methods and reported their finding of in-depth studies of domain. This literature review provides extensive information on the above map-matching methods related to digital maps with respect to convergence and outline the problems, information sources, as well as future demands identified by industry/society. It focuses on past research work approaches, implementations, capabilities, and their weaknesses using linear search and citation chaining. Finally, this work concludes with recommendations of the future direction of research and ideas to develop new algorithms for advanced applications.

show abstract

Section: Other Advanced Strategiesmentioning

confidence: 99%

A Comprehensive Review of Map-Matching Techniques

Gupta¹,

Shanker²

2022

International Journal of Web Services Research

View full text Add to dashboard Cite

show abstract

“…Research dealing with communication device location patterns started recently (Ahas et al, 2005;Gartner et al, 2007). Current approaches (Jinxing et al, 2009;Michalopoulou et al, 2010) present tests, initial applications and first results. Several projects have been undertaken by university researchers to locate the population, to examine fluctuations in geographic population distribution, to assess the mobility patterns or via mobile phone distribution in Graz, Amsterdam, Rome and Milano (Ratti et al, 2006), Shenzen, China (Jinxing et al, 2009), and others.…”

Section: Urbanapi Tools and Applicationsmentioning

confidence: 99%

“…Current approaches (Jinxing et al, 2009;Michalopoulou et al, 2010) present tests, initial applications and first results. Several projects have been undertaken to locate the population, to examine fluctuations in geographic population distribution and to assess the mobility patterns or via mobile phone distribution in Graz, Amsterdam, Rome and Milano (Ratti et al, 2006), Shenzen, China (Jinxing et al, 2009), and others. All these projects make use of anonymised data provided by the mobile communication service providers.…”

Section: Urbanapi Tools and Applicationsmentioning

confidence: 99%

ICT enabled participatory urban planning and policy development

Khan

Ludlow

Loibl

et al. 2014

Transforming Government: People, Process and Policy

View full text Add to dashboard Cite

The aim of this paper is to present effectiveness of participatory ICT tools for urban planning and supporting bottom up decision making in urban management and governance. Design/methodology/approach-This work begins with presenting state of the art literature on the existing participatory approaches and their contribution to urban planning and policy making process. Further, a case study-namely the urbanAPI project is selected to identify new visualization and simulation tools applied at different levels of urban scales. These tools are applied in four different European cities-Vienna, Bologna, Vitoria-Gasteiz and Ruse-with the objective to identify data needs for application development and commonalities in requirements of such participatory tools and their expected impact in policy and decision making processes. Findings-The case study presents three planning applications i) 3D Virtual Reality at neighbourhood scale, ii) Public Motion Explorer at city wide scale, and iii) Urban Growth Simulation at city-region scale. These applications are dependent on specialized city data to develop required features and often data is not available in appropriate quality and necessitate data harmonization and pre-processing. In addition, urbanAPI applications indicate both active and passive participation secured by applying these tools at different level of urban scale and hence facilitate evidence based urban planning decisions. The level of urban scale at which these tools are applied plays a major role in acquiring participation from expert users or general public. In addition, regular engagement with the city administrations indicates commonalities in user needs and application requirements resulting in the development of generic features in these ICT tools which can be applied to other cities. Research limitations/implications-Top down and bottom up urban planning and policy making needs vary from one city administration to another. This makes it difficult to capture and develop all required features in respective IT tools and often result in failure of software solutions. Therefore, the benefit of identifying commonalities among city needs and requirements for IT tools can result in development of common features and save huge investments in bespoke/ad hoc software development and maintenance costs. The urbanAPI application development follow a structured requirements development methodology where over 50% of commonalities are identified and as a result these tools can be applied at various stages of a policy making cycle/process. However, specialized data is required for the development of these applications which often does not exist in proper quality and format and hence necessitate data harmonization and pre-processing to ensure successful delivery of these tools. Originality/value-This paper presents new ICT enabled participatory urban planning tools at different urban scale to support the collaborative decision making and urban policy development. Various technologies are used for the development of these IT to...

show abstract

“…The second strand of literature this study is related to is the growing number of research papers using location data derived from mobile phone networks for the analysis of mobility and consumer behaviour (Hu et al, 2009; Tucker & Yu, 2020). Mobile phone data have been used in behavioural studies for almost two decades (Spinney, 2003) and the use of this data for tourism analysis is not entirely new.…”

Section: Introductionmentioning

confidence: 99%

The impact ofCOVID‐19 on international tourism flows to Italy: Evidence from mobile phone data

2023

View full text Add to dashboard Cite

This paper analyses the response to the COVID‐19 pandemic of inbound tourism to Italy looking at variation across countries and provinces. To this end, it uses weekly data on the number of foreign visitors in Italy from January 2019 until February 2021, as provided by a primary mobile telephony operator. We document a very robust negative relation at the province level between the local epidemic situation and the inflow of foreign travellers. Moreover, provinces with a historically higher share in art‐tourism, and those that used to be ‘hotel intensive’ were hit the most during the pandemic, while provinces with a more prevalent orientation to business tourism proved to be more resilient. Entry restrictions with varying degrees of strictness played a key role in explaining cross‐country patterns. After controlling for these restrictions, we observed that the number of travellers that could arrive by private means of transportation decreased proportionally less. Overall, this evidence emphasises that contagion risk considerations played a significant role in shaping international tourism patterns during the pandemic.

show abstract

Dynamic modeling of urban population travel behavior based on data fusion of mobile phone positioning data and FCD

Cited by 8 publications

References 7 publications

A Comprehensive Review of Map-Matching Techniques

A Comprehensive Review of Map-Matching Techniques

ICT enabled participatory urban planning and policy development

The impact ofCOVID‐19 on international tourism flows to Italy: Evidence from mobile phone data

Contact Info

Product

Resources

About