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Application of complex networks theory in urban traffic network researches

Complex network theory is a multidisciplinary research direction of complexity science which has experienced a rapid surge of interest over the last two decades. Its applications in land-based urban traffic network studies have been fruitful, but have suffered from the lack of a systematic cognitive...

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Main Authors: Ding, Rui, Ujang, Norsidah, Hamid, Hussain, Abd Manan, Mohd Shahrudin, Li, Rong, Albadareen, Safwan Subhi Mousa, Nochian, Ashkan, Wu, Jianjun
Format: Article
Language:English
Published: Springer 2019
Online Access:http://psasir.upm.edu.my/id/eprint/80701/1/NETWORK.pdf
http://psasir.upm.edu.my/id/eprint/80701/
https://ideas.repec.org/a/kap/netspa/v19y2019i4d10.1007_s11067-019-09466-5.html
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spelling my.upm.eprints.807012020-11-12T00:45:49Z http://psasir.upm.edu.my/id/eprint/80701/ Application of complex networks theory in urban traffic network researches Ding, Rui Ujang, Norsidah Hamid, Hussain Abd Manan, Mohd Shahrudin Li, Rong Albadareen, Safwan Subhi Mousa Nochian, Ashkan Wu, Jianjun Complex network theory is a multidisciplinary research direction of complexity science which has experienced a rapid surge of interest over the last two decades. Its applications in land-based urban traffic network studies have been fruitful, but have suffered from the lack of a systematic cognitive and integration framework. This paper reviews complex network theory related knowledge and discusses its applications in urban traffic network studies in several directions. This includes network representation methods, topological and geographical related studies, network communities mining, network robustness and vulnerability, big-data-based research, network optimization, co-evolution research and multilayer network theory related studies. Finally, new research directions are pointed out. With these efforts, this physics-based concept will be more easily and widely accepted by urban traffic network planners, designers, and other related scholars. Springer 2019 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/80701/1/NETWORK.pdf Ding, Rui and Ujang, Norsidah and Hamid, Hussain and Abd Manan, Mohd Shahrudin and Li, Rong and Albadareen, Safwan Subhi Mousa and Nochian, Ashkan and Wu, Jianjun (2019) Application of complex networks theory in urban traffic network researches. Networks and Spatial Economics, 19 (4). pp. 1281-1317. ISSN 1566-113X; ESSN: 1572-9427 https://ideas.repec.org/a/kap/netspa/v19y2019i4d10.1007_s11067-019-09466-5.html 10.1007/s11067-019-09466-5
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Complex network theory is a multidisciplinary research direction of complexity science which has experienced a rapid surge of interest over the last two decades. Its applications in land-based urban traffic network studies have been fruitful, but have suffered from the lack of a systematic cognitive and integration framework. This paper reviews complex network theory related knowledge and discusses its applications in urban traffic network studies in several directions. This includes network representation methods, topological and geographical related studies, network communities mining, network robustness and vulnerability, big-data-based research, network optimization, co-evolution research and multilayer network theory related studies. Finally, new research directions are pointed out. With these efforts, this physics-based concept will be more easily and widely accepted by urban traffic network planners, designers, and other related scholars.
format Article
author Ding, Rui
Ujang, Norsidah
Hamid, Hussain
Abd Manan, Mohd Shahrudin
Li, Rong
Albadareen, Safwan Subhi Mousa
Nochian, Ashkan
Wu, Jianjun
spellingShingle Ding, Rui
Ujang, Norsidah
Hamid, Hussain
Abd Manan, Mohd Shahrudin
Li, Rong
Albadareen, Safwan Subhi Mousa
Nochian, Ashkan
Wu, Jianjun
Application of complex networks theory in urban traffic network researches
author_facet Ding, Rui
Ujang, Norsidah
Hamid, Hussain
Abd Manan, Mohd Shahrudin
Li, Rong
Albadareen, Safwan Subhi Mousa
Nochian, Ashkan
Wu, Jianjun
author_sort Ding, Rui
title Application of complex networks theory in urban traffic network researches
title_short Application of complex networks theory in urban traffic network researches
title_full Application of complex networks theory in urban traffic network researches
title_fullStr Application of complex networks theory in urban traffic network researches
title_full_unstemmed Application of complex networks theory in urban traffic network researches
title_sort application of complex networks theory in urban traffic network researches
publisher Springer
publishDate 2019
url http://psasir.upm.edu.my/id/eprint/80701/1/NETWORK.pdf
http://psasir.upm.edu.my/id/eprint/80701/
https://ideas.repec.org/a/kap/netspa/v19y2019i4d10.1007_s11067-019-09466-5.html
_version_ 1684654757397921792
score 13.223943

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