Vol. 12 No. 4 (2025): Agustus 2025

Articles

• Implementasi Algoritma XGBoost dengan Walk Forward Validation untuk Prediksi Harga Emas Antam

  Mochammad Hisyam

  Zahratul Fitri

  Hafizh Al Kautsar Aidilof

  403-413

  • PDF

  Abstract View: 150, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8693
  

• Analisis Performansi Model Machine Learning dalam Klasifikasi Penyakit Diabetes Tipe 2

  Ryan Hidayatulloh

  Wahyu Aji Eko Prabowo

  414-421

  • PDF

  Abstract View: 68, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8747
  

• Pengembangan Model Klasifikasi Aritmia Pada Lansia Menggunakan Algoritma Support Vector Machine (SVM) Berbasis Data EKG

  Muhammad Rizki

  Alfrendo Sinaga

  Fide Moses Mendrofa

  Bram Dimpos Fajar Sinaga

  Agung Prabowo

  422-432

  • PDF

  Abstract View: 56, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8719
  

• Perbandingan MobileNetV2, DenseNet121, InceptionV3, dan Xception pada Klasifikasi Citra Panel Surya Bersih dan Berdebu

  Aswin Mulyo Nugroho

  Hindayati Mustafidah

  Maulida Ayu Fitriani

  Supriyono Supriyono

  433-442

  • PDF

  Abstract View: 84, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8688
  

• Penerapan Convolutional Neural Network Dan DenseNet121 untuk Identifikasi Penyakit Daun Jagung Di Daerah Toba

  Oppir Hutapea

  Ford Lumban Gaol

  Takuro Matsuo

  443-453

  • PDF

  Abstract View: 50, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8646
  

• Deteksi Serangan ICMP Flood pada Internet of Things dengan Feature Selection dan Machine Learning

  Harid Harid

  Kurniabudi Kurniabudi

  Abdul Harris

  454-461

  • PDF

  Abstract View: 58, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8554
  

• Implementasi Algoritma Support Vector Machine (SVM) dan Random Forest Untuk Klasifikasi Penyakit Hipertensi Berdasarkan Data Kesehatan

  Siti Alia Azhaar

  Tohirin Al Mudzakir

  Hilda Yulia Novita

  Sutan Faisal

  462-471

  • PDF

  Abstract View: 74, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8744
  

• Optimalisasi Metode RBFNN Dengan Fuzzy C-Means Dalam Prediksi Import Barang Konsumsi Indonesia

  I Dewa Gede Budiastawa

  I Made Gede Sunarya

  I Made Agus Wirawan

  472-480

  • PDF

  Abstract View: 41, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8711
  

• Sistem Pendukung Keputusan Untuk Menentukan Kelayakan Penerima Bantuan Langsung Tunai Menggunakan Metode AHP-Topsis

  Aidil Akbar Simatupang

  Abdul Halim Hasugian

  481-494

  • PDF

  Abstract View: 52, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8833
  

• Quantitative Analysis of Training Completion Using Multivariate Linear Regression

  Yudo Devianto

  Saruni Dwiasnati

  Wawan Gunawan

  Marco Alfan Sumarto

  Dony Ramadhan Saputra

  495-506

  • PDF

  Abstract View: 75, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8851
  

• Kombinasi Rank Order Centroid dan Additive Ratio Assesment Untuk Rekomendasi Calon Penerima Program Indonesia Pintar

  Yulia Alfi Sinaga

  Sriani Sriani

  507-520

  • PDF

  Abstract View: 52, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8879
  

• Classification of Lung TB Levels by Region in Medan City Using Logistic Regression Algorithm

  Sri Purnamawati

  Ilka Zufria

  521-530

  • PDF

  Abstract View: 46, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8914
  

• Sistem Deteksi Dini Gangguan Mental Menggunakan Algoritma Random Forest

  Muhammad Ilham 'Aziiz Alfarobi

  Tariq Tariq

  Romadona Romadona

  Aprilisa Arum Sari

  531-538

  • PDF

  Abstract View: 74, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8857
  

• Visualisasi Dan Perbandingan Efisiensi Algoritma A*, Greedy, Dan Dijkstra Dalam Mencari Rute Terpendek Di Kota Medan Menggunakan Openstreetmap

  Paris Alvito

  Muhammad Ikhsan

  539-554

  • PDF

  Abstract View: 72, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8869
  

• Analysis of Public Sentiment Towards Tax Increases Impacting Unemployment Using SVM and Multinomial Naive Bayes Methods

  Siti Nur Haliza

  Zulham Sitorus

  Muhammad Iqbal

  555-566

  • PDF

  Abstract View: 49, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8922
  

• Analisis Sentimen Terhadap Kinerja Wakil Presiden Pada Tahun 2025 Menggunakan Metode Support Vector Machine

  Try Fani

  Yusuf Ramadhan Nasution

  567-576

  • PDF

  Abstract View: 67, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.9021
  

• Implementasi Algoritma Apriori Untuk Pola Pembelian Bundling Pada UMKM Berbasis Website

  Alya putri Fahriza Hasibuan

  Triase Triase

  577-588

  • PDF

  Abstract View: 42, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8663
  

• Identifikasi Penyakit Diabetes Mellitus Menggunakan Algoritma Support Vector Machine dan Random Forest

  Anggi Renata Agusti

  Ahmad Fauzi

  Kiki Ahmad Baihaqi

  Tatang Rohana

  589-601

  • PDF

  Abstract View: 30, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8686
  

• Implementation of the K-Means Algorithm for Clustering Hot Selling and Less Selling Goods at XYZ Wholesalers

  Silva Chaerani

  Riki Andri Yusda

  Rohminatin Rohminatin

  602-609

  • PDF

  Abstract View: 28, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8882
  

• Sistem Rekomendasi Film Menggunakan Data User-End dan Knowledge Graph Convolutional Network pada Dataset MovieLens 1 M

  Muhammad Rizki Yanuar

  Fajri Rakhmat Umbara

  Agus Komarudin -

  610-621

  • PDF

  Abstract View: 15, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8772
  

• Application of the Weighted Moving Average Method Based on Digital Historical Data for Hijab Sales Prediction

  Nur Tiara Annissa

  William Ramdhan

  Abdul Karim Syahputra

  622-627

  • PDF

  Abstract View: 17, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8928
  

• Perbandingan Proses Klasterisasi Data Menggunakan K-Means Clustering dan Agglomerative Hierarchical Clustering

  Budi Hartono

  Veronica Lusiana

  Imam Husni Al Amin

  628-635

  • PDF

  Abstract View: 23, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8766
  

• Klasifikasi Kesehatan Mental Mahasiswa Menggunakan Light Gradient Boosting Machine Dan Analisa Fitur Menggunakan SHAP

  Ditto Ridhwan Wibowo

  Fajri Rakhmat Umbara

  Ridwan Ilyas -

  636-647

  • PDF

  Abstract View: 19, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8771
  

• Determining Citizens Eligibility for Cash Assistance Using the BORDA Method

  Andriansyah Putra

  Muhammad Ardiansyah Sembiring

  Mardalius

  648-658

  • PDF

  Abstract View: 17, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8854
  

• Implementation of the Single Exponential Smoothing Forecasting Method for Product Sales Prediction at UD XYZ

  Deny Arya Wiguna

  Nuriadi Manurung

  Chitra Latiffani

  659-666

  • PDF

  Abstract View: 17, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8939
  

• Clustering Analysis Of Toddler Nutritional Status Using The K-Means Method On Posyandu Data

  Yurizka Sri Nanda

  Nurul Rahmadani

  Ahmad Muhazir

  667-675

  • PDF

  Abstract View: 18, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8947
  

• Seasonal Pattern Analysis In Bolu House Sales Using Seasonal Adjustment Method

  Stefhany Andrean

  Muhammad Ardiansyah Sembiring

  Maulana Dwi Sena

  676-683

  • PDF

  Abstract View: 36, PDF Download: 0
  DOI : https://doi.org/10.30865/jurikom.v12i4.8937