ANALYSIS OF THE DOUBLE EXPONENTIAL SMOOTHING HOLT ALGORITHM FOR EARTHQUAKE PREDICTION ON THE ISLANDS OF JAVA, SUMATERA, AND BALI
| ctrlnum |
30018 |
|---|---|
| fullrecord |
<?xml version="1.0"?>
<dc schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd"><relation>http://repository.unika.ac.id/30018/</relation><title>ANALYSIS OF THE DOUBLE EXPONENTIAL SMOOTHING HOLT ALGORITHM FOR EARTHQUAKE PREDICTION ON THE ISLANDS OF JAVA, SUMATERA, AND BALI</title><creator>DARMAWAN, KEVIN</creator><subject>000 Computer Science, Information and General Works</subject><description>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.</description><date>2022</date><type>Thesis:Thesis</type><type>PeerReview:NonPeerReviewed</type><type>Book:Book</type><language>eng</language><identifier>http://repository.unika.ac.id/30018/1/17.K1.0057-KEVIN%20DARMAWAN-COVER_a.pdf</identifier><type>Book:Book</type><language>eng</language><identifier>http://repository.unika.ac.id/30018/2/17.K1.0057-KEVIN%20DARMAWAN-BAB%20I_a.pdf</identifier><type>Book:Book</type><language>eng</language><identifier>http://repository.unika.ac.id/30018/3/17.K1.0057-KEVIN%20DARMAWAN-BAB%20II_a.pdf</identifier><type>Book:Book</type><language>eng</language><identifier>http://repository.unika.ac.id/30018/4/17.K1.0057-KEVIN%20DARMAWAN-BAB%20III_a.pdf</identifier><type>Book:Book</type><language>eng</language><identifier>http://repository.unika.ac.id/30018/5/17.K1.0057-KEVIN%20DARMAWAN-BAB%20IV_a.pdf</identifier><type>Book:Book</type><language>eng</language><identifier>http://repository.unika.ac.id/30018/6/17.K1.0057-KEVIN%20DARMAWAN-BAB%20V_a.pdf</identifier><type>Book:Book</type><language>eng</language><identifier>http://repository.unika.ac.id/30018/7/17.K1.0057-KEVIN%20DARMAWAN-BAB%20VI_a.pdf</identifier><type>Book:Book</type><language>eng</language><identifier>http://repository.unika.ac.id/30018/8/17.K1.0057-KEVIN%20DARMAWAN-DAPUS_a.pdf</identifier><type>Book:Book</type><language>eng</language><identifier>http://repository.unika.ac.id/30018/9/17.K1.0057-KEVIN%20DARMAWAN-LAMP_a.pdf</identifier><identifier> 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. </identifier><recordID>30018</recordID></dc>
|
| language |
eng |
| format |
Thesis:Thesis Thesis PeerReview:NonPeerReviewed PeerReview Book:Book Book |
| author |
DARMAWAN, KEVIN |
| title |
ANALYSIS OF THE DOUBLE EXPONENTIAL SMOOTHING HOLT ALGORITHM FOR EARTHQUAKE PREDICTION ON THE ISLANDS OF JAVA, SUMATERA, AND BALI |
| publishDate |
2022 |
| topic |
000 Computer Science Information and General Works |
| url |
http://repository.unika.ac.id/30018/1/17.K1.0057-KEVIN%20DARMAWAN-COVER_a.pdf http://repository.unika.ac.id/30018/2/17.K1.0057-KEVIN%20DARMAWAN-BAB%20I_a.pdf http://repository.unika.ac.id/30018/3/17.K1.0057-KEVIN%20DARMAWAN-BAB%20II_a.pdf http://repository.unika.ac.id/30018/4/17.K1.0057-KEVIN%20DARMAWAN-BAB%20III_a.pdf http://repository.unika.ac.id/30018/5/17.K1.0057-KEVIN%20DARMAWAN-BAB%20IV_a.pdf http://repository.unika.ac.id/30018/6/17.K1.0057-KEVIN%20DARMAWAN-BAB%20V_a.pdf http://repository.unika.ac.id/30018/7/17.K1.0057-KEVIN%20DARMAWAN-BAB%20VI_a.pdf http://repository.unika.ac.id/30018/8/17.K1.0057-KEVIN%20DARMAWAN-DAPUS_a.pdf http://repository.unika.ac.id/30018/9/17.K1.0057-KEVIN%20DARMAWAN-LAMP_a.pdf http://repository.unika.ac.id/30018/ |
| contents |
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. |
| id |
IOS2679.30018 |
| institution |
Universitas Katolik Soegijapranata |
| institution_id |
334 |
| institution_type |
library:university library |
| library |
Perpustakaan Universitas Katolik Soegijapranata |
| library_id |
522 |
| collection |
Unika Repository |
| repository_id |
2679 |
| subject_area |
Akuntansi Arsitektur Ekonomi |
| city |
SEMARANG |
| province |
JAWA TENGAH |
| repoId |
IOS2679 |
| first_indexed |
2023-02-24T11:10:45Z |
| last_indexed |
2023-02-24T11:10:45Z |
| recordtype |
dc |
| _version_ |
1765772013709819904 |
| score |
17.538404 |