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Determining the Influencing Factors of COVID 19 on Mental Health Using Neural Network

    Authors

    • Menonjyoti Kalita
    • Golam Imran Hussain

    Assistant Professor, Jorhat Institute of Science & Technology, Jorhat, Assam, India.

,

Document Type : Research Article

10.47392/irjash.2021.177
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Abstract

 
In 2020 there is outbreak of the pandemic COVID 19. Due to the pandemic most of the countries enforced full lockdown. During lockdown the mental health of the common people of all ages are affected. The study aims to investigate the factors which influence the mental health. Mental health is influenced by the various factors. In this research the artificial neural network is used to predict the factors influencing the mental health due to COVID 19 pandemic. Experimental result showed that artificial neural network not only has better accuracy up to 81.5% but also faster training process. Based on these results, the determinant factors of mental health among people are: frustration, fear, sudden change in daily life style, anxiety to perceive changes as a challenge.

Keywords

  • pandemic
  • Covid 19
  • neural network
  • mental health

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    • Article View: 306
    • PDF Download: 219
International Research Journal on Advanced Science Hub
Volume 03, Special Issue 6S - Issue Serial Number 6
June 2021
Page 126-129
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  • PDF 349.61 K
History
  • Receive Date: 01 January 1970
  • Accept Date: 01 January 1970
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  • Article View: 306
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APA

Kalita, M. and Hussain, G. I. (2021). Determining the Influencing Factors of COVID 19 on Mental Health Using Neural Network. International Research Journal on Advanced Science Hub, 03(Special Issue 6S), 126-129. doi: 10.47392/irjash.2021.177

MLA

Kalita, M. , and Hussain, G. I. . "Determining the Influencing Factors of COVID 19 on Mental Health Using Neural Network", International Research Journal on Advanced Science Hub, 03, Special Issue 6S, 2021, 126-129. doi: 10.47392/irjash.2021.177

HARVARD

Kalita, M., Hussain, G. I. (2021). 'Determining the Influencing Factors of COVID 19 on Mental Health Using Neural Network', International Research Journal on Advanced Science Hub, 03(Special Issue 6S), pp. 126-129. doi: 10.47392/irjash.2021.177

CHICAGO

M. Kalita and G. I. Hussain, "Determining the Influencing Factors of COVID 19 on Mental Health Using Neural Network," International Research Journal on Advanced Science Hub, 03 Special Issue 6S (2021): 126-129, doi: 10.47392/irjash.2021.177

VANCOUVER

Kalita, M., Hussain, G. I. Determining the Influencing Factors of COVID 19 on Mental Health Using Neural Network. International Research Journal on Advanced Science Hub, 2021; 03(Special Issue 6S): 126-129. doi: 10.47392/irjash.2021.177

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