DARMAWAN, KEVIN (2022) ANALYSIS OF THE DOUBLE EXPONENTIAL SMOOTHING HOLT ALGORITHM FOR EARTHQUAKE PREDICTION ON THE ISLANDS OF JAVA, SUMATERA, AND BALI. Other thesis, Universitas Katholik Soegijapranata Semarang.
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Abstract
Indonesia is an area that is often affected by earthquakes, because Indonesia is at the confluence of three tectonic plates of the earth. There are three provinces in Indonesia that frequently experience earthquakes, namely Sumatra Island, Java Island, and Bali Island. Forecasting techniques can be used as a strategy to deal with natural disasters. One method that can be used for forecasting is Double Exponential Smoothing Holt. This method uses the value from the previous history to predict the next period. Double Exponential Smoothing Holt is very good for long term, medium term and short-term use. The data that will be used is the magnitude of the island of Sumatra, Java and Bali from 2016 to 2020, which is taken from repobmkg.go.id and grouped on a weekly basis. The results got from this study are the analysis of the Double Exponential Smoothing method to get earthquake prediction information and the level of accuracy based on MAPE to get the smallest error value.
| Item Type: | Thesis (Other) |
|---|---|
| Subjects: | 000 Computer Science, Information and General Works |
| Divisions: | Faculty of Computer Science > Department of Informatics Engineering |
| Depositing User: | mr AM. Pudja Adjie Sudoso |
| Date Deposited: | 26 Oct 2022 09:19 |
| Last Modified: | 26 Oct 2022 09:19 |
| URI: | http://repository.unika.ac.id/id/eprint/30018 |
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