Data4Urbanmobility

Towards holistic data analytics for mobility applications in urban regions

verfasst von

Nicolas Tempelmeier, Tina Kruegel, Yannick Rietz, Olaf Mumm, Iryna Lishchuk, Vanessa Miriam Carlow, Stefan Dietze, Elena Demidova

Abstract

With the increasing availability of mobility-related data, such as GPS-traces, Web queries and climate conditions, there is a growing demand to utilize this data to better understand and support urban mobility needs. However, data available from the individual actors, such as providers of information, navigation and transportation systems, is mostly restricted to isolated mobility modes, whereas holistic data analytics over integrated data sources is not sufficiently supported. In this paper we present our ongoing research in the context of holistic data analytics to support urban mobility applications in the Data4UrbanMobility (D4UM) project. First, we discuss challenges in urban mobility analytics and present the D4UM platform we are currently developing to facilitate holistic urban data analytics over integrated heterogeneous data sources along with the available data sources. Second, we present the MiC app - a tool we developed to complement available datasets with intermodal mobility data (i.e. data about journeys that involve more than one mode of mobility) using a citizen science approach. Finally, we present selected use cases and discuss our future work.

Organisationseinheit(en)

Forschungszentrum L3S
Institut für Rechtsinformatik (IRI)
Lehrstuhl für Bürgerliches Recht und IT-Recht

Externe Organisation(en)

Technische Universität Braunschweig
GESIS - Leibniz-Institut für Sozialwissenschaften
Projektionisten GmbH

Typ

Aufsatz in Konferenzband

Seiten

137-145

Anzahl der Seiten

9

Publikationsdatum

13.05.2019

Publikationsstatus

Veröffentlicht

Peer-reviewed

Ja

ASJC Scopus Sachgebiete

Computernetzwerke und -kommunikation, Software

Ziele für nachhaltige Entwicklung

SDG 11 – Nachhaltige Städte und Gemeinschaften

Elektronische Version(en)

https://doi.org/10.48550/arXiv.1903.12064 (Zugang: Offen)
https://doi.org/10.1145/3308560.3317055 (Zugang: Geschlossen)