Multi-Criteria Decision Support System for Flood Alert Classification in Smart Cities

H. Muh Rizal, Mochamad Hariadi, Yunifa Miftachul Arif

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

People unfamiliar with flood status often find it difficult to understand complex information such as flood warnings from authorities. Decision support systems can process this information and provide more superficial, more understandable reports to the public so they can respond correctly. This research proposes the development of a Multi-Criteria Decision Support System for Flood Warning Classification in smart cities. Identifying flood alert status includes safety, alert, warning, and watchful to improve preparedness and response to flood hazards in a city. The TOPSIS method was used as the main framework in this study to evaluate flood-related data using rainfall parameters, water table height, water discharge, tides, temperature, and humidity. In the decision-making process, TOPSIS will produce a ranking that allows for determining the flood alert status that best suits the actual conditions on the ground. Based on the research results regarding the classification of flood alert status, watchful status dominates, with the highest score of 0.929. This is followed by the alert status, which occupies the second position with a score of 0.193. Furthermore, the warning status is ranked third with a score of 0.185. Meanwhile, the safe status occupies the last position, namely the fourth rank, with a score of 0.070.

Original languageEnglish
Title of host publication2023 IEEE International Conference of Computer Science and Information Technology
Subtitle of host publicationThe Role of Artificial Intelligence Technology in Human and Computer Interactions in the Industrial Era 5.0, ICOSNIKOM 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350360752
DOIs
Publication statusPublished - 2023
Event7th IEEE International Conference of Computer Science and Information Technology, ICOSNIKOM 2023 - Hybrid, Binjia, Indonesia
Duration: 10 Nov 202311 Nov 2023

Publication series

Name2023 IEEE International Conference of Computer Science and Information Technology: The Role of Artificial Intelligence Technology in Human and Computer Interactions in the Industrial Era 5.0, ICOSNIKOM 2023

Conference

Conference7th IEEE International Conference of Computer Science and Information Technology, ICOSNIKOM 2023
Country/TerritoryIndonesia
CityHybrid, Binjia
Period10/11/2311/11/23

Keywords

  • Decision Support System
  • Flood Alert Classification
  • Smart Cities
  • TOPSIS

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