ANALISIS PENGARUH KONDISI CUACA DAN JALAN TERHADAP KECELAKAAN LALU LINTAS MENGGUNAKAN K-MEANS

ROMADON, MUHAMMAD and Passarella, Rossi (2024) ANALISIS PENGARUH KONDISI CUACA DAN JALAN TERHADAP KECELAKAAN LALU LINTAS MENGGUNAKAN K-MEANS. Undergraduate thesis, Sriwijaya University.

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Abstract

Penelitian ini menganalisis pengaruh cuaca dan kondisi jalan terhadap kecelakaan lalu lintas menggunakan K-Means, serta membandingkannya dengan Gaussian Mixture Model (GMM) dan Spherical K-Means. Data mencakup variabel cuaca, kondisi jalan, dan karakteristik kecelakaan 2018–2023. Hasilnya, cuaca hujan dan jalan basah meningkatkan risiko kecelakaan. GMM unggul dalam evaluasi metrik, tetapi K-Means dipilih karena kesederhanaan, efisiensi, dan interpretabilitasnya. hasil ini mendukung kebijakan peningkatan keselamatan melalui perbaikan infrastruktur dan pengelolaan risiko cuaca.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	komputer, data sciense
Subjects:	T Technology > T Technology (General) > T55-55.3 Industrial safety. Industrial accident prevention > T55.3.F35 Falls (Accidents) prevention and protection
Divisions:	09-Faculty of Computer Science > 56201-Computer Systems (S1)
Depositing User:	Muhammad Romadon
Date Deposited:	07 Jan 2025 02:32
Last Modified:	07 Jan 2025 02:32
URI:	http://repository.unsri.ac.id/id/eprint/162335

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