von Schmidt, Antje and Cyganski, Rita and Heinrichs, Matthias (2019) Web-based Visualization of Daily Mobility Patterns in R. International Journal on Advances in Internet Technology, 12 (3 & 4), pp. 76-85. IARIA. ISSN 1942-2652.
PDF
- Published version
861kB |
Official URL: http://www.thinkmind.org/index.php?view=article&articleid=inttech_v12_n34_2019_2
Abstract
Human mobility reflects how, when, where and why people move from one location to another. Transport demand models can provide answers to these questions. Such models usually require a large amount of data as input and provide detailed information about the trips made by each individual during a day. Exploring this data can become very complex. Usually, several types of aggregation and disaggregation are performed on a spatial, temporal or demographic level. Often a variety of tools is used for analyzing, communicating and validating the data. This paper introduces an interactive and scalable web application for analyzing, communicating and validating the data of a transport model. The presented approach could also be used within a different research domain. Therefore, recommendations and implementation notes are given on how such an application can be realized in R. A special focus is set on the representation of daily mobility patterns within this application.
Item URL in elib: | https://elib.dlr.de/133599/ | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Document Type: | Article | ||||||||||||||||
Title: | Web-based Visualization of Daily Mobility Patterns in R | ||||||||||||||||
Authors: |
| ||||||||||||||||
Date: | 30 December 2019 | ||||||||||||||||
Journal or Publication Title: | International Journal on Advances in Internet Technology | ||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||
Open Access: | Yes | ||||||||||||||||
Gold Open Access: | No | ||||||||||||||||
In SCOPUS: | No | ||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||
Volume: | 12 | ||||||||||||||||
Page Range: | pp. 76-85 | ||||||||||||||||
Publisher: | IARIA | ||||||||||||||||
ISSN: | 1942-2652 | ||||||||||||||||
Status: | Published | ||||||||||||||||
Keywords: | transport demand; daily mobility patterns; visualization; R; Shiny | ||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||
HGF - Program: | Transport | ||||||||||||||||
HGF - Program Themes: | Transport System | ||||||||||||||||
DLR - Research area: | Transport | ||||||||||||||||
DLR - Program: | V VS - Verkehrssystem | ||||||||||||||||
DLR - Research theme (Project): | V - UrMo Digital (old) | ||||||||||||||||
Location: | Berlin-Adlershof | ||||||||||||||||
Institutes and Institutions: | Institute of Transport Research Institute of Transport Research > Mobility and Urban Development | ||||||||||||||||
Deposited By: | von Schmidt, Antje | ||||||||||||||||
Deposited On: | 20 Jan 2020 09:10 | ||||||||||||||||
Last Modified: | 20 Jan 2020 09:10 |
Repository Staff Only: item control page