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Poster: Road Behavior and Stoppage Pattern Analysis from Public Bus Trajectories: A Perspective of Developing Region

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MobiSys '16 Companion: Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services Companion

Page 56

https://doi.org/10.1145/2938559.2948835

Published: 25 June 2016 Publication History

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Abstract

In this paper we have developed a system to analyse the road characteristics and identifying the chaotic portions of a route with properly identification of bus stoppages and characterizing their spatio-temporal features. Existing systems and algorithms cannot be merely replicated in this context because of the kind of heterogeneity and chaotic situation prevalent in the transport system.

Reference

[1]

R. Mandal et al., "Temporal analysis of public bus GPS traces for bus stop extraction in developing cities," in Proceedings of IEEE PerCom, Work-in-Progress, 2015, pp. 279--282.

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Index Terms

Poster: Road Behavior and Stoppage Pattern Analysis from Public Bus Trajectories: A Perspective of Developing Region
1. Computing methodologies
  1. Machine learning
    1. Learning paradigms
      1. Supervised learning

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Information

Published In

MobiSys '16 Companion: Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services Companion

June 2016

172 pages

ISBN:9781450344166

DOI:10.1145/2938559

General Chairs:
Rajesh Balan
Singapore Management University
,
Archan Misra
Singapore Management University
,
Program Chairs:
Landon Cox
Duke University
,
Yutaka Arakawa
NAIST
,
Xia Zhou
Dartmouth College
,
Robert LiKamWa
Rice University

Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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SIGOPS: ACM Special Interest Group on Operating Systems

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 25 June 2016

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Poster

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MobiSys'16

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SIGMOBILE

MobiSys'16: The 14th Annual International Conference on Mobile Systems, Applications, and Services

June 25 - 30, 2016

Singapore, Singapore

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Overall Acceptance Rate 274 of 1,679 submissions, 16%

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