Jurnal Studi Kasus Kegiatan Masyarakat
type: channel
description: Jurnal Studi Kasus Kegiatan Masyarakat publishes case study articles on community activities in both villages and cities, both economically productive and economically unproductive communities. Jurnal Studi Kasus Kegiatan Masyarakat is published by Gemilang Maju Publikasi Ilmiah (GMPI). Jurnal Studi Kasus Kegiatan Masyarakat has been a member of Crossref since 2023 with the prefix 10.53889. So that all articles published by Jurnal Studi Kasus Kegiatan Masyarakat will have a DOI number starting Vol.1, No.1, August 2023. Jurnal Studi Kasus Kegiatan Masyarakat uses "Turnitin" software to check plagiarism for every article published. Jurnal Studi Kasus Kegiatan Masyarakat has been accredited at the 4th grade by the Ministry of Higher Education, Science, and Technology of Republic of Indonesia since the first issue in Vol.1, No.1, 2023 according to the decision No. 156/C/C3/KPT/2026 Jurnal Studi Kasus Kegiatan Masyarakat has been indexed by <img style="width: 144px; height: 80px;" src="[binary]" alt="" /><img style="width: 144px; height: 80px;" src="[binary]" alt="" /><img style="width: 144px; height: 80px;" src="[binary]" alt="" /><img style="width: 144px; height: 80px;" src="[binary]" alt="" /><img style="width: 144px; height: 80px;" src="[binary]" alt="" /><img style="width: 144px; height: 80px;" src="[binary]" alt="" />
publisher: Gemilang Maju Publikasi Ilmiah (GMPI)
language: en-US
publication name: Jurnal Studi Kasus Kegiatan Masyarakat
issn: 3024-8620
copyright: Jurnal Studi Kasus Kegiatan Masyarakat is licensed under a Creative Commons Attribution 4.0 International License Authors who publish with Jurnal Studi Kasus Kegiatan Masyarakat agree to the term of journal retains copyright that the copyright is transferred to Jurnal Pendidikan Indonesia Gemilang
items: A Digital Framework for Flood Management: Integrating Machine Learning into Mobile Applications for Enhanced Emergency Coordination: A Case Study in Aceh, Indonesia

A Digital Framework for Flood Management: Integrating Machine Learning into Mobile Applications for Enhanced Emergency Coordination: A Case Study in Aceh, Indonesia
type: item
description: The escalating frequency and intensified magnitude of flood disasters, exemplified by the catastrophic events in Aceh, Indonesia, between 2023 and early 2026, have exposed critical vulnerabilities in traditional, reactive emergency management systems. Current frameworks often suffer from information blackouts, misaligned resource allocation, and a “one-size-fits-all” approach that neglects vulnerable populations. This study proposes SIAGA, an innovative mobile-based information system developed through a design science research (DSR) paradigm to optimize post-flood recovery. The methodological framework of this study is built upon a case study of Aceh, Indonesia. The system integrates a sophisticated multi-layered architecture: a machine learning (ML) engine adapted for automated disaster scale determination with explainable AI (XAI) for decision transparency, a hybrid multi-criteria decision making (MCDM) layer utilizing a tripartite weight synthesis and technique for order preference by similarity to the ideal solution (TOPSIS) logic for optimized logistics, and a resilient mesh network protocol for decentralized communication in infrastructure-constrained environments. Requirement engineering, conducted via a survey with 31 flood-affected respondents, validated the critical need for automated status determination and optimized supply chains. Results demonstrate that the SIAGA artifact successfully bridges the gap between complex predictive intelligence and tactical field response. By manifesting a high-fidelity interactive prototype, this research provides a scalable, socio-technical solution that enhances community resilience and ensures mathematically optimized resource distribution during humanitarian crises.
creator: Andre Agasi
creator: Mohammad Fayed Qalby
creator: Aisyah Amalia Salsabila
creator: Davi Assidqi
creator: Russell Lennard Tadete
creator: Akhmad Sudadi
creator: Purnama Arafah
rights: Copyright (c) 2026 Jurnal Studi Kasus Kegiatan Masyarakat http://creativecommons.org/licenses/by/4.0
license: http://creativecommons.org/licenses/by/4.0
date: 2026-08-31
publication date: 2026-08-31
volume: 4
number: 2
starting page: 63
ending page: 83
doi: 10.53889/jskkm.v4i2.878