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Comparison with the Reference Value on the Example of GIS-Based Applications Read chapter Read first chapter

2018 | OriginalPaper | Chapter

Multidimensional Evaluation of Public Transport Accessibility

Authors : Jiří Horák, Igor Ivan, Vít Voženílek, Jan Tesla

Published in: Dynamics in GIscience

Publisher: Springer International Publishing

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Abstract

Public transport conditions are analysed using simulated commuting to important employers and recording data about significant features of all simulated trips. Two forms of overall public transport accessibility evaluation are compared—rule based and multivariate based classifications. Rule based classification was developed in several variants integrating two or four indicators, average and non-aggregated values. More valuable results were obtained using extended set of indicators for non-aggregated trips. The multivariate classification utilizes a novel approach to K-means cluster analysis using decile values. The comparison of both classifications shows a primary role of expert based classification. K-means cluster analysis based on deciles or median values are suitable for establishing more common typology but not for a local accessibility evaluation.

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Metadata
Title
Multidimensional Evaluation of Public Transport Accessibility
Authors
Jiří Horák
Igor Ivan
Vít Voženílek
Jan Tesla
Copyright Year
2018
Book
Dynamics in GIscience

Print ISBN: 978-3-319-61296-6

Electronic ISBN: 978-3-319-61297-3

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-319-61297-3_11

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