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Authors: Shankar Venkatagiri 1 ; Gaurav Kumar 1 and Munish Kaushik 2

Affiliations: 1 Indian Institute of Management Bangalore, India ; 2 IBM India Private Limited, India

ISBN: 978-989-758-293-6

Keyword(s): Vehicle Analytics, AVL Systems, ITS, Time Series Modeling, Dashboard Visualisation, Big Data Platforms.

Abstract: Public transit systems offer a smart option to reduce congestion in Indian cities. Due to the poor service quality of public bus transit operators, more commutes are now being completed using private transport, exacerbating traffic problems. In this paper, we examine AVL data generated by public buses in Bengaluru and identify a problem of schedule compliance for buses plying a popular route. We then undertake a time series analysis of the trip run times. We finalise on an ARIMA model and derive a forecast of completion times. We conclude with recommendations for trip scheduling.

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Paper citation in several formats:
Venkatagiri, S.; Kumar, G. and Kaushik, M. (2018). Bus Schedule Rationalisation - An Analysis of Trip Completion Times.In Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS, ISBN 978-989-758-293-6, pages 403-410. DOI: 10.5220/0006711904030410

@conference{vehits18,
author={Shankar Venkatagiri. and Gaurav Kumar. and Munish Kaushik.},
title={Bus Schedule Rationalisation - An Analysis of Trip Completion Times},
booktitle={Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS,},
year={2018},
pages={403-410},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006711904030410},
isbn={978-989-758-293-6},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS,
TI - Bus Schedule Rationalisation - An Analysis of Trip Completion Times
SN - 978-989-758-293-6
AU - Venkatagiri, S.
AU - Kumar, G.
AU - Kaushik, M.
PY - 2018
SP - 403
EP - 410
DO - 10.5220/0006711904030410

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