INTEGRASI DATA BENCANA GEMPA BUMI INDONESIA
Earthquake is one of the most frequently happened natural disaster in Indonesia. Multiple domestic and international agencies have recorded historical data about earthquake. However, gathering data from multiple different sources is a difficult task due to differences between data sources. The di...
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id-itb.:538812021-03-11T08:50:05ZINTEGRASI DATA BENCANA GEMPA BUMI INDONESIA Kadek Yuda Budipratama Giri, I Indonesia Final Project Data Integration, Earthquake Data, ETL, Entity Resolution INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/53881 Earthquake is one of the most frequently happened natural disaster in Indonesia. Multiple domestic and international agencies have recorded historical data about earthquake. However, gathering data from multiple different sources is a difficult task due to differences between data sources. The difference varies between its format, structure, syntax, and other things depends on the needs of each agency. A system capable of solving problems in gathering and integrating earthquake data in Indonesia has been developed. Data sources are selected from websites from domestic and international agencies, such as BMKG, BNPB, USGS, NOAA. ETL (Extract-Transform-Load) is implemented to handle the differences between data sources. Entity Resolution is implemented to detect the existence of two or more data from the same earthquake. System also capable of getting new data from each data sources. This research results in a system capable of integrating earthquake data from multiple different sources. System generates and stores data in database filled with data of earthquake instances and damage from multiple sources. System also produces a list of pairs of data referencing to the same earthquake. To show the integrated a, a web portal is made to show data, send queries, and show duplicate data from the same earthquake. text |
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Earthquake is one of the most frequently happened natural disaster in Indonesia. Multiple domestic
and international agencies have recorded historical data about earthquake. However, gathering data
from multiple different sources is a difficult task due to differences between data sources. The
difference varies between its format, structure, syntax, and other things depends on the needs of
each agency.
A system capable of solving problems in gathering and integrating earthquake data in Indonesia
has been developed. Data sources are selected from websites from domestic and international
agencies, such as BMKG, BNPB, USGS, NOAA. ETL (Extract-Transform-Load) is implemented
to handle the differences between data sources. Entity Resolution is implemented to detect the
existence of two or more data from the same earthquake. System also capable of getting new data
from each data sources.
This research results in a system capable of integrating earthquake data from multiple different
sources. System generates and stores data in database filled with data of earthquake instances and
damage from multiple sources. System also produces a list of pairs of data referencing to the same
earthquake. To show the integrated a, a web portal is made to show data, send queries, and show
duplicate data from the same earthquake. |
format |
Final Project |
author |
Kadek Yuda Budipratama Giri, I |
spellingShingle |
Kadek Yuda Budipratama Giri, I INTEGRASI DATA BENCANA GEMPA BUMI INDONESIA |
author_facet |
Kadek Yuda Budipratama Giri, I |
author_sort |
Kadek Yuda Budipratama Giri, I |
title |
INTEGRASI DATA BENCANA GEMPA BUMI INDONESIA |
title_short |
INTEGRASI DATA BENCANA GEMPA BUMI INDONESIA |
title_full |
INTEGRASI DATA BENCANA GEMPA BUMI INDONESIA |
title_fullStr |
INTEGRASI DATA BENCANA GEMPA BUMI INDONESIA |
title_full_unstemmed |
INTEGRASI DATA BENCANA GEMPA BUMI INDONESIA |
title_sort |
integrasi data bencana gempa bumi indonesia |
url |
https://digilib.itb.ac.id/gdl/view/53881 |
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1822929455699460096 |