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All Journal Telematika : Jurnal Informatika dan Teknologi Informasi ARTEKS : Jurnal Teknik Arsitektur Jurnal Atma Inovasia
Khaerunnisa Khaerunnisa
Jurusan Teknik Arsitektur, Universitas Atma Jaya Yogyakarta
Humanities Civil Engineering, Building, Construction & Architecture Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Environmental Science Social Sciences Other

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IDENTIFIKASI KEBUTUHAN DASAR DI TEMPAT EVAKUASI SEMENTARA PASCA ERUPSI MERAPI DENGAN SENTIMENT ANALISIS DAN SUPPORT VECTOR MACHINE Resky Rayvano Moningka; Djoko Budiyanto Setyohadi; Khaerunnisa Khaerunnisa; Pranowo Pranowo
Telematika Vol 15, No 1 (2018): Edisi April 2018
Publisher : Jurusan Teknik Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31315/telematika.v15i1.3068

Abstract

AbstractMount Merapi Eruption in 2010 was the biggest after 1872. The impact of this eruption was felt by people who lived around the areas which were affected by this Merapi Eruption. Thus, disaster management was done. One of the disaster management was the fulfillment of basic needs. This research aims to collect public opinion against the fulfillment of basic needs in the shelters after Merapi Eruption based on Twitter data. The algorithm which is used in this research is Support Vector Machine to develop classification model over the data that has been collected. The expected result from this study is to know the basic needs in a shelter. The accuracy gained by performing Cross Validation for 10 folds from Support Vector Machine is 87.96% and Maximum Entropy is 87.45%. Keywords: twitter, sentiment analisis, merapi eruption, support vector machine AbstrakErupsi Gunung Merapi 2010 merupakan yang terbesar setelah tahun 1872. Dampak dari Erupsi Gunung Merapi dirasakan oleh masyarakat yang tinggal di daerah terdampak Erupsi Merapi. Oleh sebab itu dilakukan penanggulangan Bencana. salah satu penanggulangan bencana adalah pemenuhan kebutuhan dasar. Penelitian ini bertujuan untuk mengumpulkan opini publik terhadap pemenuhan kebutuhan dasar di tempat pengungsian pasca erupsi merapi berdasarkan data Twitter. Algoritma yang digunakan dalam penelitian ini adalah Support Vector Machine untuk membangun model klasifikasi atas data yang sudah dikumpulkan.   Hasil yang diharapkan dari penelitian ini adalah mengetahui kebutuhan dasar dari suatu tempat pengungsian. Akurasi yang didapatkan dengan melakukan Cross Validation sebanyak 10 fold dari model klasifikasi Support Vector Machine87,96% dan Maximum Entropy 87,45 Kata Kunci: twitter, analisis sentimen, erupsi merapi, support vector machine
Peningkatan Partisipasi Relawan dan Pelaku Pariwisata dalam Pengelolaan Risiko Bencana di Kompleks Candi Borobudur Khaerunnisa, Khaerunnisa; Cininta, Mutiara; Handarkho, Yonathan Dri
Jurnal Atma Inovasia Vol. 2 No. 1 (2022)
Publisher : Lembaga Penelitian dan Pengabdian pada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (879.361 KB) | DOI: 10.24002/jai.v2i1.5398

Abstract

Disaster Risk Management Plan in cultural heritage areas such as the Borobudur Temple Complex, should be the joint responsibility of all stakeholders. In fact, disaster management at the Borobudur Temple Complex, especially the preservation of the site against disasters, is only the responsibility of the Borobudur Conservation Center. Therefore, in September-November 2021 through the research activities funded by UNESCO, UAJY and BKB have formulated a draft Disaster Risk Management Plan in the form of the borobudur-drr.id digital platform. However, due to the limited implementation time, this platform has not been fully socialized by all stakeholders. Based on the stakeholder meeting, it is known that there are differences in understanding among stakeholders in understanding the comprehensive approach contained in the Disaster Risk Management Plan Action Plan for the Borobudur Temple Complex. The diversity of educational backgrounds, experiences and exposure of stakeholders to disasters and their management requires a forum for equalizing perceptions that supports the synergy of stakeholders in supporting, supervising and implementing the action plans that have been prepared. Conservationists, volunteers and tourism actors are three of the fifty-three stakeholders that have been mapped in the Borobudur Temple Compounds Disaster Risk Management Plan, which has a vital role in realizing the action plan in the Borobudur Temple Area.
Tantangan Evakuasi Bencana di Kampung padat penduduk Code, Yogyakarta Khaerunnisa; Koncuru, Katarina Evelyn; Kwa, Mikhellon
ARTEKS : Jurnal Teknik Arsitektur Vol 9 No 1 (2024): ARTEKS : Jurnal Teknik Arsitektur | Januari 2024 ~ April 2024
Publisher : Program Studi Arsitektur Fakultas Teknik Universitas Katolik Widya Mandira

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30822/arteks.v9i1.3281

Abstract

The article discusses the challenges of disaster evacuation in the high-density urban neighborhood of Kampung Code in Yogyakarta, Indonesia. The rapid urbanization along riverbanks in the area has led to increased vulnerability to flooding and other environmental hazards. The study aims to identify the characteristics and challenges of circulation routes for supporting disaster evacuation in riverbank settlements like the Kampung Code. The research uses a mixed-methods approach, including surveys, interviews, and observations, to gather data using a town-watching approach. The article emphasizes the importance of understanding the specific characteristics of space in these areas to enhance community resilience and disaster recovery. The study occurred in Kampung Jogoyudan, one of the most populated areas along the Code River, and serves as a model for understanding and addressing evacuation challenges in other high-density urban environments.
Co-Authors Cininta, Mutiara Djoko Budiyanto Setyohadi Koncuru, Katarina Evelyn Kwa, Mikhellon Pranowo Pranowo Resky Rayvano Moningka Yonathan Dri Handarkho, Yonathan Dri