Communicable disease pandemic: a simulation model based on community transmission and social distancing

被引:5
|
作者
Bhoi, Sourav Kumar [1 ]
Jena, Kalyan Kumar [1 ]
Mohapatra, Debasis [1 ]
Singh, Munesh [2 ]
Kumar, Raghvendra [3 ]
Long, Hoang Viet [4 ,5 ]
机构
[1] BPUT Univ, Parala Maharaja Engn Coll Govt, Dept Comp Sci & Engn, High Performance Comp Lab, Berhampur 761003, India
[2] PDPM Indian Inst Informat Technol Design & Mfg, Dept CSE, Dumna Airport Rd, Jabalpur 482005, India
[3] GIET Univ, Dept Comp Sci & Engn, Gunupur, India
[4] Ton Duc Thang Univ, Inst Computat Sci, Div Computat Math & Engn, Ho Chi Minh City, Vietnam
[5] Ton Duc Thang Univ, Fac Math & Stat, Ho Chi Minh City, Vietnam
关键词
COVID-19; Community transmission; Social distancing; Simulation; GNU Octave; Number of infected; Number of healthy; COVID-19; EPIDEMIC; INFECTION; CHINA;
D O I
10.1007/s00500-021-06168-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Communicable disease pandemic is a severe disease outbreak all over the countries and continents. Swine Flu, HIV/AIDS, corona virus disease-19 (COVID-19), etc., are some of the global pandemics in the world. The major cause of becoming pandemic is community transmission and lack of social distancing. Recently, COVID-19 is such a largest outbreak all over the world. This disease is a communicable disease which is spreading fastly due to community transmission, where the affected people in the community affect the heathy people in the community. Government is taking precautions by imposing social distancing in the countries or state to control the impact of COVID-19. Social distancing can reduce the community transmission of COVID-19 by reducing the number of infected persons in an area. This is performed by staying at home and maintaining social distance with people. It reduces the density of people in an area by which it is difficult for the virus to spread from one person to other. In this work, the community transmission is presented using simulations. It shows how an infected person affects the healthy persons in an area. Simulations also show how social distancing can control the spread of COVID-19. The simulation is performed in GNU Octave programming platform by considering number of infected persons and number of healthy persons as parameters. Results show that using the social distancing the number of infected persons can be reduced and heathy persons can be increased. Therefore, from the analysis it is concluded that social distancing will be a better solution of prevention from community transmission.
引用
收藏
页码:2717 / 2727
页数:11
相关论文
共 50 条
  • [31] Does Social Distancing Matter for Infectious Disease Propagation? An SEIR Model and Gompertz Law Based Cellular Automaton
    Biernacki, Szymon
    Malarz, Krzysztof
    ENTROPY, 2022, 24 (06)
  • [32] Maintaining Social Distancing Video and Just-in-Time In Situ Simulation During the COVID-19 Pandemic
    Han, Peggy K.
    Fayazi, Azadeh R.
    Wiryawan, Budi
    Berg, Marc D.
    SIMULATION IN HEALTHCARE-JOURNAL OF THE SOCIETY FOR SIMULATION IN HEALTHCARE, 2022, 17 (03): : 203 - 204
  • [33] Eaves: An IoT-Based Acoustic Social Distancing Assistant for Pandemic-Like Situations
    Deb P.K.
    Misra S.
    Mukherjee A.
    Shaw S.
    IEEE Internet of Things Magazine, 2021, 4 (02): : 16 - 19
  • [34] Maternal Factors Associated with Family Social Distancing Practices During the Coronavirus Disease-2019 Pandemic
    Limbers, Christine A.
    Summers, Emma
    MATERNAL AND CHILD HEALTH JOURNAL, 2021, 25 (11) : 1689 - 1696
  • [35] Maternal Factors Associated with Family Social Distancing Practices During the Coronavirus Disease-2019 Pandemic
    Christine A. Limbers
    Emma Summers
    Maternal and Child Health Journal, 2021, 25 : 1689 - 1696
  • [36] Global Restructuring, Social Distancing, and a Community-Based Worker's Center Response
    Ji, Minsun
    REVIEW OF RADICAL POLITICAL ECONOMICS, 2011, 43 (03) : 334 - 339
  • [37] Transitioning residential schools online in a pandemic: social distancing and technology-based law teaching
    Smith, Marcus
    Thackray, Simone
    Nolan, Mark
    LAW TEACHER, 2022, 56 (02): : 146 - 157
  • [38] Impact of social distancing policy on pediatric emergency ophthalmic severity during the coronavirus disease 2019 pandemic
    Woo, Hyung Kyoo
    Chung, Seung Ah
    Jeon, Hyelynn
    Park, Bumhee
    Kim, Jung Heon
    PEDIATRICS INTERNATIONAL, 2024, 66 (01)
  • [39] Impact of Social Distancing During the SARS-CoV-2 Pandemic on Flares of Inflammatory Bowel Disease
    Xu, Alice
    Burton, James
    Guduguntla, Lakshmi
    Osman, Marcus
    Wendt, Linder
    Eyck, Patrick Ten
    Polyak, Steven
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2024, 119 (10S): : S977 - S977
  • [40] Modified social force model based on information transmission toward crowd evacuation simulation
    Han, Yanbin
    Liu, Hong
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 469 : 499 - 509