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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Main Author: Kadek Yuda Budipratama Giri, I
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/53881
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:53881
spelling 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
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description 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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