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Author:

Jia, Xiang-Yu (Jia, Xiang-Yu.) | Liu, Er-Jian (Liu, Er-Jian.) | Chen, Chun-Yan (Chen, Chun-Yan.) | He, Zhengbing (He, Zhengbing.) | Yan, Xiao-Yong (Yan, Xiao-Yong.)

Indexed by:

SSCI EI Scopus SCIE

Abstract:

Measuring the interaction between cities is an important research topic in many disciplines, such as sociology, geography, economics, and transportation science. The traditional and most widely used spatial interaction model is the gravity model, but it requires the parameters to be artificially set. In this paper, we propose a parameter-free interactive city choice (ICC) model that measures intercity interaction from the perspective of individual choice behavior. The ICC model assumes that the probability of an individual choosing to interact with a city is proportional to the number of opportunities in the destination city and inversely proportional to the number of intervening opportunities between the origin city and the destination city, calculated using the travel time in the transportation network. The intercity interaction intensity can be obtained by calculating the product of this probability and the origin city's population. We apply the ICC model to measure the interaction intensity among 339 cities in China and analyze the impact of changes in the Chinese land transportation network from 2005 to 2018 on the intercity and city interaction intensity. The results show that our model provides an alternative method for measuring the intercity interaction.

Keyword:

trip distribution intercity interaction individual choice behavior human mobility patterns land transportation network

Author Community:

  • [ 1 ] [Jia, Xiang-Yu]Beijing Jiaotong Univ, Minist Transport, Key Lab Transport Ind Big Data Applicat Technol C, Beijing, Peoples R China
  • [ 2 ] [Liu, Er-Jian]Beijing Jiaotong Univ, Minist Transport, Key Lab Transport Ind Big Data Applicat Technol C, Beijing, Peoples R China
  • [ 3 ] [Jia, Xiang-Yu]Beijing Jiaotong Univ, Inst Transportat Syst Sci & Engn, Beijing, Peoples R China
  • [ 4 ] [Liu, Er-Jian]Beijing Jiaotong Univ, Inst Transportat Syst Sci & Engn, Beijing, Peoples R China
  • [ 5 ] [Yan, Xiao-Yong]Beijing Jiaotong Univ, Inst Transportat Syst Sci & Engn, Beijing, Peoples R China
  • [ 6 ] [Chen, Chun-Yan]Traff Control Technol Co Ltd, Beijing, Peoples R China
  • [ 7 ] [He, Zhengbing]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing Key Lab Traff Engn, Beijing, Peoples R China

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Source :

FRONTIERS IN PHYSICS

ISSN: 2296-424X

Year: 2022

Volume: 10

3 . 1

JCR@2022

3 . 1 0 0

JCR@2022

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 4

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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