Where did you come from? : where did you go?; robust policy relevant evidence from mobile network big data
Date
2015-03
Journal Title
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Volume Title
Publisher
LIRNEasia, Colombo, LK
Abstract
The paper discusses how output from mobility analysis based on mobile network big data (MNBD) can be aligned with the different stages of traditional forecasting frameworks familiar to transport planners and policy makers. Levels of accuracy and detail are estimated, so that mobility insights-based MNBD can be delivered. Recently developed approaches for estimating mobility are compared, and results are validated against data from traditional methods. The limitations of MNBD are presented, and alternatives are proposed to address these limitations in future work. The research aims to extend state of the art data mining to support and transform efficiencies in transportation planning.
Description
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Conference Paper
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Text
Keywords
TRANSPORT PLANNING, MOBILE PHONES, BIG DATA, DATA MINING, FORECASTING TECHNIQUES, GEOGRAPHICAL REFERENCED DATA, MATHEMATICAL MODELS, URBAN TRANSPORT, SRI LANKA, SOUTH ASIA
Citation
DOI
Collections
IDRC Research Results / Résultats de recherches du CRDI
2010-2019 / Années 2010-2019
Data / Données
Research Results (I&N) / Résultats de recherches (I&R)
Research Results (INASSA) / Résultats de recherche (IRAAS)
Research Results (Networked Economies) / Résultats de recherche (Économies en réseaux)
2010-2019 / Années 2010-2019
Data / Données
Research Results (I&N) / Résultats de recherches (I&R)
Research Results (INASSA) / Résultats de recherche (IRAAS)
Research Results (Networked Economies) / Résultats de recherche (Économies en réseaux)