Modeling Human Mobility by Train on the Spread of COVID-19 in East Java Province Using Distance-Decay PageRank Algorithm

Authors

  • Rizha Al-Fajri Institut Pertanian Bogor
  • Medria Kusuma Dewi Hardhienata Institut Pertanian Bogor
  • Yeni Herdiyeni Institut Pertanian Bogor

DOI:

https://doi.org/10.26555/jiteki.v9i4.27285

Keywords:

Modeling Human Mobility, COVID-19, Distance-decay PageRank, Spatial Network, East Java

Abstract

Since early 2020, the world has been dealing with the COVID-19 outbreak. A person who has been infected with COVID-19 has the potential to transmit the virus to others. This study aims to model human mobility by train using the spatial network in East Java Province. This research examines the relationship between human mobility by train and the spread of COVID-19 in East Java Province. The spatial network is formed based on train stations and train trips, and the model was created using the Distance-decay PageRank algorithm. This research has modeled human mobility using the train in East Java Province. The result shows that human mobility by train is highly correlated with the spread of COVID-19 in East Java Province, with a correlation coefficient of 0.7 (r = 0.7).Since early 2020, the world has been dealing with the COVID-19 outbreak. A person who has been infected with COVID-19 has the potential to transmit the virus to others. This study aims to model human mobility by train using the spatial network in East Java Province. This research examines the relationship between human mobility by train and the spread of COVID-19 in East Java Province. The spatial network is formed based on train stations and train trips, and the model was created using the Distance-decay PageRank algorithm. This research has modeled human mobility using the train in East Java Province. The result shows that human mobility by train is highly correlated with the spread of COVID-19 in East Java Province, with a correlation coefficient of 0.7 ( = 0.7).

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Published

2023-10-04

How to Cite

Al-Fajri, R., Hardhienata, M. K. D., & Herdiyeni, Y. (2023). Modeling Human Mobility by Train on the Spread of COVID-19 in East Java Province Using Distance-Decay PageRank Algorithm. Jurnal Ilmiah Teknik Elektro Komputer Dan Informatika, 9(4), 927–940. https://doi.org/10.26555/jiteki.v9i4.27285

Issue

Vol. 9 No. 4 (2023): December

Section

Articles

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