TY - JOUR
T1 - Short-term traffic forecasting model
T2 - prevailing trends and guidelines
AU - Soon, Kian Lun
AU - Chan, Robin Kuok Cheong
AU - Lim, Joanne Mun-Yee
AU - Parthiban, Rajendran
N1 - Funding Information:
This work was funded by the Malaysian Ministry of Higher Education's MOHE, Fundamental Research Grant Scheme, FRGS (Grant No. FRGS/1/2019/TK08/MUSM/03/1) under the purview of Monash University Malaysia.
Publisher Copyright:
© 2022 The Author(s). Published by Oxford University Press on behalf of Central South University Press.
PY - 2023/6
Y1 - 2023/6
N2 - The design parameters serve as an integral part of developing a robust short-term traffic forecasting model. These parameters include scope determination, input data preparation, output parameters and modelling techniques. This paper takes a further leap to analyse the recent trend of design parameters through a systematic literature review based on peer-reviewed articles up to 2021. The key important findings are summarized along with the challenges of performing short-term traffic forecasting. Intuitively, this paper offers insights into the next wave of research that contributes significantly to industries.
AB - The design parameters serve as an integral part of developing a robust short-term traffic forecasting model. These parameters include scope determination, input data preparation, output parameters and modelling techniques. This paper takes a further leap to analyse the recent trend of design parameters through a systematic literature review based on peer-reviewed articles up to 2021. The key important findings are summarized along with the challenges of performing short-term traffic forecasting. Intuitively, this paper offers insights into the next wave of research that contributes significantly to industries.
KW - design parameters
KW - short-term forecasting
KW - systematic literature review
KW - transport and society
UR - http://www.scopus.com/inward/record.url?scp=85164224508&partnerID=8YFLogxK
U2 - 10.1093/tse/tdac058
DO - 10.1093/tse/tdac058
M3 - Review Article
AN - SCOPUS:85164224508
SN - 2631-6765
VL - 5
JO - Transportation Safety and Environment
JF - Transportation Safety and Environment
IS - 3
M1 - tdac058
ER -