Cluster Analysis of the Routes of the New Management Model for Surface Urban Passenger Mass Transit
https://doi.org/10.30932/1992-3252-2019-17-4-182-195
Abstract
The city of Moscow has implemented a new management model for surface urban passenger transportation (NMM). To consistently monitor the quality of transportation services it is suggested to introduce a methodology of its assessment.
The methodology for assessing quality of public transport services is supposed to be tested on routes serviced by commercial enterprises under state contracts for provision of public transportation services by public transport on the routes of regular passenger and baggage transportation by road in urban traffic.
The objective of the research was to select objects in order to test the methodology for assessing quality of public transportation services provided by surface urban public mass transit (SUPMT) on routes serviced in the framework of NMM.
A scientifically substantiated partition of a given sample of routes has been performed. The routes have been classified using the classical method of hierarchical cluster analysis, where the Euclidean distance with a single rule of cluster joining was used as a measure of proximity. The clustering procedure was performed using the Ward method.
Based on the results of the cluster analysis, ten routes were selected that are subject to further analysis.
The methodology for assessing quality of public transport services is supposed to be tested on routes serviced by commercial enterprises under state contracts for provision of public transportation services by public transport on the routes of regular passenger and baggage transportation by road in urban traffic.
The objective of the research was to select objects in order to test the methodology for assessing quality of public transportation services provided by surface urban public mass transit (SUPMT) on routes serviced in the framework of NMM.
A scientifically substantiated partition of a given sample of routes has been performed. The routes have been classified using the classical method of hierarchical cluster analysis, where the Euclidean distance with a single rule of cluster joining was used as a measure of proximity. The clustering procedure was performed using the Ward method.
Based on the results of the cluster analysis, ten routes were selected that are subject to further analysis.
About the Authors
M. A. Kudryashov
State Unitary Enterprise Mosgortrans
Russian Federation
Russian Federation
Kudryashov, Maxim A. – head of the sector of human resources service
Moscow
R. S. Ayriev
State Unitary Enterprise Mosgortrans
Russian Federation
Russian Federation
Ayriev, Radion S. – advisor to deputy director general
Moscow
G. M. Ovnanyan
Moscow Automobile and Road Construction State Technical University (MADI)
Russian Federation
Russian Federation
Ovnanyan, Georgiy M. – Master’s student at the department of road transportation
Moscow
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Review
For citations:
Kudryashov M.A., Ayriev R.S., Ovnanyan G.M. Cluster Analysis of the Routes of the New Management Model for Surface Urban Passenger Mass Transit. World of Transport and Transportation. 2019;17(4):182-195. https://doi.org/10.30932/1992-3252-2019-17-4-182-195
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