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Pengaplikasian Algoritma Simple Linear Regression untuk Prediksi Harga Rumah di Jabodetabek Berdasarkan Fitur Lokasi dan Luas Bangunan
Parhusip, Jadiaman
; Julian, Ary Sigit
; Hidayat, Febrian Nur
; Souk, Jeremy Timothy
; Fakhri, Naufal
; Parhusip, Jadiaman
; Julian, Ary Sigit
; Hidayat, Febrian Nur
; Souk, Jeremy Timothy
; Fakhri, Naufal
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
Penelitian ini menggunakan data sekunder yang telah melalui beberapa proses pra-pengolahan, mencakup penanganan data yang hilang, standarisasi data numerik, serta konversi data kategorikal menggunakan teknik One-Hot Encoding. Sebagian besar data (80%) digunakan dalam tahap pelatihan, sedangkan 20% sisanya digunakan untuk tahap pengujian, sedangkan model diimplementasikan dengan metode LinearRegression() pada library scikit-learn. Hasil evaluasi menunjukkan bahwa model berhasil menangkap hubungan...
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A Machine Learning Based Approach to Course and Career Recommendation System: A Systematic Literature Review
Iorzua, Joseph Tersoo
; Moses, Timothy
; Eke, Christopher Ifeanyi
; Agushaka, Ovre Jeffery
; Kwaghtyo, Dekera Kenneth
; Godswill, Theophilus
Journal of Computing Theories and Applications
Vol 3
, No 1
(2025)
Learners are continually faced with choosing appropriate courses or making career choices due to increased educational opportunities. The emergence of machine learning-based course and career recommender systems has the potential to address this issue, offering personalized course recommendations tailored to individual learning pathways, preferences, and learning history. The optimization and feature engineering techniques and practical deployment environments have not been collectively examined...
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Predicting Hotel Booking Cancellations Using Machine Learning for Revenue Optimization
Andy Hermawan
; Aji Saputra
; Nabila Lailinajma
; Reska Julianti
; Timothy Hartanto
; Troy Kornelius Daniel
Router : Jurnal Teknik Informatika dan Terapan
Vol 3
, No 1
(2025)
Hotel booking cancellations pose significant challenges to the hospitality industry, affecting revenue management, demand forecasting, and operational efficiency. This study explores the application of machine learning techniques to predict hotel booking cancellations, leveraging structured data derived from hotel management systems. Various classification algorithms, including Random Forest, XGBoost, and LightGBM were evaluated to identify the most effective predictive model. The findings revea...
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Aplikasi Pembelajaran Interaktif Hewan Endemik Nusantara Berbasis Android
Switch : Jurnal Sains dan Teknologi Informasi
Vol 2
, No 5
(2024)
In today's digital era, advances in technology and science are growing very rapidly. Of course, advances in technology and science affect various things. One of them android-based gadgets is utilization to make it easier to find information or knowledge that can be easily accessed. This research aims to design and create an application for the introduction of endemic animals in Indonesia. Endemic animals are species that only exist in certain places and are not found in other places, such as isl...
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Penapisan Hiperkolesterolemia pada Remaja di Kelurahan Tomang
Jurnal Suara Pengabdian 45
Vol 3
, No 3
(2024)
: Hiperkolesterolemia adalah keadaan kadar kolesterol didalam darah melebihi 200mg/dL. Data RISKESDAS 2013 menunjukkan bahwa 35.9% penduduk Indonesia berusia ≥15 tahun mengalami hiperkolesterolemia. Tujuan kegiatan ini adalah memeriksa kadar kolesterol dan memberikan informasi mengenai hiperkolesterolemia. Kegiatan PKM diawali dengan koordinasi dengan mitra, dan saat pelaksanaan PKM dilakukan pengukuran kadar kolesterol dari darah kapiler serta konsultasi dengan tim kesehatan. Kegiatan PKM diiku...
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Edukasi Dan Deteksi Dini Hipertrigliseridemia Dalam Rangka Pencegahan Dan Pengelolaan Gangguan kognitif Pada Kelompok Lanjut Usia
Anastasia Ratnawati Biromo
; Fladys Jashina Mashadi
; Yovian Timothy Satyo
; Farell Christian
; Edwin Destra
Bumi: Jurnal Hasil Kegiatan Sosialisasi Pengabdian kepada Masyarakat
Vol 2
, No 2
(2024)
Cognitive impairment is a neuropsychological condition characterized by a decline in cognitive functions that interferes with daily activities. Cognitive impairment in elderly can lead to the decrease in quality of life. One of the factors causing cognitive impairment is high triglyceride level. Therefore, this community service activity is carried out to increase awareness and knowledge about hypertriglyceridemia and cognitive disorders through education and health screening. The activity metho...
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Penelusuran Profil Kadar Gula Darah Sewaktu pada Pria dan Wanita Usia Produktif di SMA Kalam Kudus II, Duri Kosambi, Jakarta
Jurnal Suara Pengabdian 45
Vol 3
, No 2
(2024)
Temporary blood sugar is the level of glucose in the blood that measured without considering the time of the last meal, and often used to detect diabetes mellitus or impaired glucose tolerance. This community service activity aims to describe the distribution of blood sugar levels in 68 men and women of productive age at Kalam Kudus II High School, Jakarta. This community service activity is carried out using the Plan-Do-Check-Action method. The results showed that the majority of respondents h...
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