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All Journal Jurnal Ilmiah MITSU (Media Informasi Teknik Sipil Universitas Wiraraja) Jurnal Sistem Informasi dan Teknik Informasi
Bulu, Kristian
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Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Engineering Environmental Science Medicine & Pharmacology Transportation Other

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Sistem Klasifikasi Pangan Berbasis Nilai Gizi Menggunakan Metode Decision Tree Classifier Bulu, Kristian; Carmen Talakua, Alfrian
Jurnal SANTI - Sistem Informasi dan Teknik Informasi Vol. 5 No. 1 (2025)
Publisher : Yayasan Rahmatan Fiddunya Wal Akhirah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58794/santi.v5i1.812

Abstract

Penelitian ini mengembangkan sistem klasifikasi pangan berbasis nilai gizi menggunakan metode Decision Tree Classifier untuk meningkatkan pemahaman masyarakat tentang kandungan gizi makanan dan membantu tenaga medis memberikan rekomendasi diet yang tepat. Data nutrisi dari berbagai sumber diintegrasikan dan diolah untuk melatih model yang mampu mengklasifikasikan makanan berdasarkan kandungan gizinya. Sistem dievaluasi dengan metrik akurasi, presisi, recall, dan F1-score, menunjukkan kemampuan tinggi dalam mengidentifikasi dan mengelompokkan makanan serta memberikan informasi gizi yang mudah dipahami. Sistem ini berpotensi meningkatkan kesadaran gizi masyarakat dan membantu pencegahan penyakit tidak menular terkait pola makan tidak sehat. Disarankan untuk memperluas data nutrisi dan mengintegrasikan algoritma machine learning lainnya untuk meningkatkan akurasi dan keandalan sistem. 
ANALISIS KAPASITAS KEBUTUHAN LAHAN PARKIR DI MAKAM BUNG KARNO, KOTA BLITAR Sa'dillah, M.; Primasworo, Rifky Aldila; Bulu, Kristian
Jurnal Ilmiah MITSU (Media Informasi Teknik Sipil Universitas Wiraraja) Vol 13 No 2 (2025): Jurnal Ilmiah MITSU
Publisher : Fakultas Teknik, Universitas Wiraraja

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24929/ft.v13i2.3996

Abstract

The Bung Karno Tomb Area requires adequate parking facilities to accommodate two-wheeled, four-wheeled, dan six-wheeled vehicles. A viral case regarding a parking fee of up to IDR 800,000 for a group of buses at the Bung Karno Tomb Tourism dan Trade Information Center (PIPP) highlights the importance of clear dan transparent parking management (Metrotvnews 2025). This study employs a quantitative approach to analyze parking space requirements dan propose solutions for parking area management. The analysis shows a total of 627 parked vehicles, with an average parking volume of 647 vehicles dan an accumulation of 54 vehicles. The average parking duration is 13 minutes for two-wheeled vehicles, 5 minutes for four-wheeled vehicles, dan 6 minutes for heavy vehicles. Based on data from 100 respondents, 54% were male dan 46% were female, with the highest rate of private vehicle ownership among male respondents. These findings indicate that the increasing mobility of visitors must be balanced with more efficient parking arrangements. Therefore, well-planned dan capacity-appropriate parking management solutions are essential to improve visitor comfort, reduce congestion in the tourist area, dan strengthen the positive image of the Bung Karno Tomb Area as a leading tourist destination in Blitar City.
Co-Authors Carmen Talakua, Alfrian Desy Asnath Sitaniapessy M Sa’dillah Primasworo, Rifky Aldila Rada, Yustina