Journal of Natural Sciences and Mathematics Research
Vol 7, No 1 (2021): June

Forecasting the recovery of COVID-19 patients in East Java using the Fuzzy time series Cheng method

Tony Yulianto (Universitas Islam Madura)
Faisol Faisol (Universitas Islam Madura)
Fatimatus Zahroh (Universitas Islam Madura)
Sri Suryanti (Universitas Muhammadiyah Gresik)
Mohamad Tafrikan (Universitas Islam Negeri Walisongo Semarang)

Article Info

Publish Date
30 Jun 2021

Abstract

Coronavirus 2019  (COVID-19) has significantly impacted Indonesia. Social restrictions in Indonesia's major cities and rural areas have been put in place as the coronavirus spreads. The Indonesian government is more vigilant with the spread of COVID-19, namely by issuing a lockdown policy to PSBB (Large-Scale Social Restrictions). Almost all Indonesian people have complied with the guidelines set by the government, namely carrying out all activities in a WFH manner to minimize the chain of distribution of COVID-19 in Indonesia. The author of this work forecasts the recovery rate of Covid-19 patients in the East Java region using the Cheng Fuzzy Time Series approach. After checking the simulation with real in the field, it can be seen that using 51 data starting from February 4 2021 to March 26 2021 gives results MAPE = 0.4602%, which means the forecasting is very accurate.©2021 JNSMR UIN Walisongo. All rights reserved.

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Journal Info
Journal of Natural Sciences and Mathematics Research
Website

Abbrev

JNSMR

Publisher

Universitas Islam Negeri Walisongo Semarang

Subject

Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Chemistry Materials Science & Nanotechnology Physics

Description

Journal of Natural Sciences and Mathematics Research, an international journal, provides a forum for publishing the original research articles, review articles from contributors, and the novel technology news related to natural sciences and mathematics research. Scientific articles dealing with ...