Offline time-sensitive travel time estimation in an urban road network

Q. Guo; C. K. Heng; Y. L. Theng; Y. S. Ong; P. S. Tan

doi:10.1109/IEEM.2015.7385768

Offline time-sensitive travel time estimation in an urban road network

Q. Guo, C. K. Heng, Y. L. Theng, Y. S. Ong, P. S. Tan

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

In line with the advent of the Knowledge Age, logistic companies are harnessing the power of knowledge derived from raw data to perform Just-In-Time (JIT) delivery. However, the uncertainty involved in the estimation of future travel time and a lack of benchmarks designed with travel time as primary cost in mind hamper development towards an optimal logistics planning system. Given limitations on number of queries for online mapping services, an offline alternative is developed for time-sensitive travel time estimation between two locations connected by an urban road network. An analysis of the absolute errors of estimation results shows that the proposed algorithm largely agrees with the Bing mapping service for the purposes of benchmark design and logistics route planning.∗

Original language	English
Title of host publication	IEEM 2015 - 2015 IEEE International Conference on Industrial Engineering and Engineering Management
Publisher	IEEE Computer Society
Pages	848-852
Number of pages	5
ISBN (Electronic)	9781467380669
DOIs	https://doi.org/10.1109/IEEM.2015.7385768
Publication status	Published - Jan 18 2016
Externally published	Yes
Event	IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2015 - Singapore, Singapore Duration: Dec 6 2015 → Dec 9 2015

Publication series

Name	IEEE International Conference on Industrial Engineering and Engineering Management
Volume	2016-January
ISSN (Print)	2157-3611
ISSN (Electronic)	2157-362X

Conference

Conference	IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2015
Country/Territory	Singapore
City	Singapore
Period	12/6/15 → 12/9/15

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

ASJC Scopus Subject Areas

Business, Management and Accounting (miscellaneous)
Industrial and Manufacturing Engineering
Safety, Risk, Reliability and Quality

Keywords

dijkstra's
timesensitive
travel time estimation

Access to Document

10.1109/IEEM.2015.7385768

Cite this

Guo, Q., Heng, C. K., Theng, Y. L., Ong, Y. S., & Tan, P. S. (2016). Offline time-sensitive travel time estimation in an urban road network. In IEEM 2015 - 2015 IEEE International Conference on Industrial Engineering and Engineering Management (pp. 848-852). Article 7385768 (IEEE International Conference on Industrial Engineering and Engineering Management; Vol. 2016-January). IEEE Computer Society. https://doi.org/10.1109/IEEM.2015.7385768

@inproceedings{f78d9f42a1e04e5ea636af16a7d91dd9,

title = "Offline time-sensitive travel time estimation in an urban road network",

abstract = "In line with the advent of the Knowledge Age, logistic companies are harnessing the power of knowledge derived from raw data to perform Just-In-Time (JIT) delivery. However, the uncertainty involved in the estimation of future travel time and a lack of benchmarks designed with travel time as primary cost in mind hamper development towards an optimal logistics planning system. Given limitations on number of queries for online mapping services, an offline alternative is developed for time-sensitive travel time estimation between two locations connected by an urban road network. An analysis of the absolute errors of estimation results shows that the proposed algorithm largely agrees with the Bing mapping service for the purposes of benchmark design and logistics route planning.∗",

keywords = "dijkstra's, timesensitive, travel time estimation",

author = "Q. Guo and Heng, {C. K.} and Theng, {Y. L.} and Ong, {Y. S.} and Tan, {P. S.}",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2015 ; Conference date: 06-12-2015 Through 09-12-2015",

year = "2016",

month = jan,

day = "18",

doi = "10.1109/IEEM.2015.7385768",

language = "English",

series = "IEEE International Conference on Industrial Engineering and Engineering Management",

publisher = "IEEE Computer Society",

pages = "848--852",

booktitle = "IEEM 2015 - 2015 IEEE International Conference on Industrial Engineering and Engineering Management",

address = "United States",

}

Guo, Q, Heng, CK, Theng, YL, Ong, YS & Tan, PS 2016, Offline time-sensitive travel time estimation in an urban road network. in IEEM 2015 - 2015 IEEE International Conference on Industrial Engineering and Engineering Management., 7385768, IEEE International Conference on Industrial Engineering and Engineering Management, vol. 2016-January, IEEE Computer Society, pp. 848-852, IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2015, Singapore, Singapore, 12/6/15. https://doi.org/10.1109/IEEM.2015.7385768

Offline time-sensitive travel time estimation in an urban road network. / Guo, Q.; Heng, C. K.; Theng, Y. L. et al.
IEEM 2015 - 2015 IEEE International Conference on Industrial Engineering and Engineering Management. IEEE Computer Society, 2016. p. 848-852 7385768 (IEEE International Conference on Industrial Engineering and Engineering Management; Vol. 2016-January).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Offline time-sensitive travel time estimation in an urban road network

AU - Guo, Q.

AU - Heng, C. K.

AU - Theng, Y. L.

AU - Ong, Y. S.

AU - Tan, P. S.

PY - 2016/1/18

Y1 - 2016/1/18

N2 - In line with the advent of the Knowledge Age, logistic companies are harnessing the power of knowledge derived from raw data to perform Just-In-Time (JIT) delivery. However, the uncertainty involved in the estimation of future travel time and a lack of benchmarks designed with travel time as primary cost in mind hamper development towards an optimal logistics planning system. Given limitations on number of queries for online mapping services, an offline alternative is developed for time-sensitive travel time estimation between two locations connected by an urban road network. An analysis of the absolute errors of estimation results shows that the proposed algorithm largely agrees with the Bing mapping service for the purposes of benchmark design and logistics route planning.∗

AB - In line with the advent of the Knowledge Age, logistic companies are harnessing the power of knowledge derived from raw data to perform Just-In-Time (JIT) delivery. However, the uncertainty involved in the estimation of future travel time and a lack of benchmarks designed with travel time as primary cost in mind hamper development towards an optimal logistics planning system. Given limitations on number of queries for online mapping services, an offline alternative is developed for time-sensitive travel time estimation between two locations connected by an urban road network. An analysis of the absolute errors of estimation results shows that the proposed algorithm largely agrees with the Bing mapping service for the purposes of benchmark design and logistics route planning.∗

KW - dijkstra's

KW - timesensitive

KW - travel time estimation

UR - http://www.scopus.com/inward/record.url?scp=84962023238&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84962023238&partnerID=8YFLogxK

U2 - 10.1109/IEEM.2015.7385768

DO - 10.1109/IEEM.2015.7385768

M3 - Conference contribution

AN - SCOPUS:84962023238

T3 - IEEE International Conference on Industrial Engineering and Engineering Management

SP - 848

EP - 852

BT - IEEM 2015 - 2015 IEEE International Conference on Industrial Engineering and Engineering Management

PB - IEEE Computer Society

T2 - IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2015

Y2 - 6 December 2015 through 9 December 2015

ER -

Guo Q, Heng CK, Theng YL, Ong YS, Tan PS. Offline time-sensitive travel time estimation in an urban road network. In IEEM 2015 - 2015 IEEE International Conference on Industrial Engineering and Engineering Management. IEEE Computer Society. 2016. p. 848-852. 7385768. (IEEE International Conference on Industrial Engineering and Engineering Management). doi: 10.1109/IEEM.2015.7385768

Offline time-sensitive travel time estimation in an urban road network

Abstract

Publication series

Conference

Bibliographical note

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this