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A Car Booking Method Using K-Means : Case Study: Car Rental
Tsalits Wildan Hamid
; Mufti Ari Bianto
Neptunus: Jurnal Ilmu Komputer Dan Teknologi Informasi
Vol 3
, No 3
(2025)
This study discusses the application of the K-Means Clustering algorithm in the car rental ordering system. The objective is to help group booking data based on certain patterns such as car type, booking frequency, and rental duration. The clustering results are expected to improve service efficiency and help companies better understand customer preferences. The research was conducted using historical car rental booking data from a rental company. The results show that the K-Means method can suc...
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Integrasi Metode Hybrid Recommendation dan Random Forest Regression untuk Optimasi Prediksi Durasi Menginap pada Sistem Pemesanan Kos Berbasis Web
Mufti Ari Bianto
; Hanif Azhar Ramadhan
; Ardian Hudi Ramadhani
; Tsalits Wildan Hamid
Jurnal Riset Rumpun Ilmu Teknik
Vol 4
, No 3
(2025)
This study proposes the integration of a Hybrid Recommendation method (combining Content-Based and Collaborative Filtering) with Random Forest Regression (RFR) to improve the accuracy of stay duration prediction in web-based boarding house booking systems. The main issue in online boarding booking systems is the inaccuracy of predicting user stay duration, affecting room allocation efficiency and customer satisfaction. The dataset was sourced from the hotel sector due to its attribute similariti...
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Sistem Diagnostik Mata Digital berbasis Optoscope untuk Deteksi Dini Gangguan Penglihatan secara Akurat dan Efisien
Mufti Ari Bianto
; Mohammad Huda Adi Sanjaya
; Yuni Furoida Maknuna
; Adam Rizky Al’insani
Jurnal Riset Rumpun Ilmu Kesehatan
Vol 4
, No 3
(2025)
The development of digital technology has had a significant impact on the health sector, including eye examination services. This study discusses the development and implementation of a Digital Optoscope-based Eye Diagnostic application designed using a web platform (HTML). This application provides two main features: visual acuity testing and astigmatism testing, which can be accessed independently by users through digital devices such as laptops, tablets, or mobile phones. Users only need to f...
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