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Authors: Kathrin Rodríguez Llanes 1 ; Marco A. Casanova 1 ; Hélio Lopes 1 and José Antonio F. de Macedo 2

Affiliations: 1 Pontifical Catholic University of Rio de Janeiro, Brazil ; 2 Federal University of Ceará, Brazil

Keyword(s): Travel Time Estimation, Trajectory Data Mining, Bus Network.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Coupling and Integrating Heterogeneous Data Sources ; Data Engineering ; Data Mining ; Databases and Data Security ; Databases and Information Systems Integration ; Enterprise Information Systems ; Intelligent Transportation System ; Large Scale Databases ; Sensor Networks ; Signal Processing ; Soft Computing ; Strategic Decision Support Systems

Abstract: This paper proposes an approach to evaluate the impact of bus network changes on bus travel time. The approach relies on data obtained from buses equipped with GPS devices, which act as mobile traffic sensors. It involves three main steps: (1) analysis of the bus network to determine which road segments are frequently traversed by buses; (2) computation of bus travel time patterns by segment; (3) evaluation of how much the bus travel time patterns vary when bus network changes take place. The approach combines graph algorithms and geospatial data mining techniques. It can be applied to cities served by a dense bus network, where buses are equipped with active GPS devices that continuously transmit their position. The paper applies the proposed approach to evaluate how bus travel time patterns in the City of Rio de Janeiro were affected by traffic changes implemented mostly for the Rio 2016 Olympic Games.

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Paper citation in several formats:
Rodríguez Llanes, K.; Casanova, M.; Lopes, H. and F. de Macedo, J. (2017). An Approach to Evaluate the Impact on Travel Time of Bus Network Changes. In Proceedings of the 19th International Conference on Enterprise Information Systems - Volume 1: ICEIS; ISBN 978-989-758-247-9; ISSN 2184-4992, SciTePress, pages 23-32. DOI: 10.5220/0006231700230032

@conference{iceis17,
author={Kathrin {Rodríguez Llanes}. and Marco A. Casanova. and Hélio Lopes. and José Antonio {F. de Macedo}.},
title={An Approach to Evaluate the Impact on Travel Time of Bus Network Changes},
booktitle={Proceedings of the 19th International Conference on Enterprise Information Systems - Volume 1: ICEIS},
year={2017},
pages={23-32},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006231700230032},
isbn={978-989-758-247-9},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 19th International Conference on Enterprise Information Systems - Volume 1: ICEIS
TI - An Approach to Evaluate the Impact on Travel Time of Bus Network Changes
SN - 978-989-758-247-9
IS - 2184-4992
AU - Rodríguez Llanes, K.
AU - Casanova, M.
AU - Lopes, H.
AU - F. de Macedo, J.
PY - 2017
SP - 23
EP - 32
DO - 10.5220/0006231700230032
PB - SciTePress

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