Vol. 9 No. 1 (2025): Edumatic: Jurnal Pendidikan Informatika

Articles

• Sistem Peramalan Kelahiran, Kematian dan Kemiskinan berbasis Website dengan Metode Arima

  Zahrahtun Munirah, Ida Bagus Ketut Widiartha, Santi Ika Murpratiwi

  1-10

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  Abstract View: 218 times | PDF Download: 309 times | DOI : https://doi.org/10.29408/edumatic.v9i1.28423
  

• Comparative Analysis of Naive Bayes and SVM for Improved Emotion Classification on Social Media

  Rio Ferdinand Putra Pratama, Warih Maharani

  11-20

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  Abstract View: 343 times | PDF Download: 330 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29087
  

• Metode Frame Difference untuk Deteksi Gerakan Tidur Bayi berbasis Computer Vision

  Haffas Zikri Ariyandi, Muis Muhtadi, Dodik Dwi Andreanto

  21-30

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  Abstract View: 153 times | PDF Download: 154 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29004
  

• Logistic Regression and Naïve Bayes Comparison in Classifying Emotions on Indonesian X Social Media

  Gerald Shabran Rasyad, Warih Maharani

  31-40

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  Abstract View: 195 times | PDF Download: 124 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29120
  

• Zebra Cross Violation Detection with YOLOv9: A Novel Approach for Traffic Regulation in Indonesia

  Muhammad Najmi Kamil, Gamma Kosala

  41-50

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  Abstract View: 159 times | PDF Download: 122 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29244
  

• Peningkatan Akurasi Prediksi Curah Hujan menggunakan Gradient Boosting dan CatBoost dengan Pendekatan Voting Classifier

  Dina Fudhlatina, Fikri Budiman

  51-59

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  Abstract View: 137 times | PDF Download: 195 times | DOI : https://doi.org/10.29408/edumatic.v9i1.28988
  

• Performa Logistic Regression dan Naive Bayes dalam Klasifikasi Berita Hoax di Indonesia

  Okta Nur Cahyani, Fikri Budiman

  60-68

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  Abstract View: 201 times | PDF Download: 205 times | DOI : https://doi.org/10.29408/edumatic.v9i1.28987
  

• Analisis Sentimen berbasis Deep Learning Terhadap Kesetaraan Gender di Bidang STEM: Perspektif dan Implikasinya

  Siti Mariam, Ida Nurhaida

  69-78

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  Abstract View: 283 times | PDF Download: 187 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29071
  

• Aplikasi Artificial intelligence untuk Klasifikasi Lengkungan Kaki: Solusi berbasis Radiografi

  Abdul Haris, Ida Nurhaida

  79-88

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  Abstract View: 106 times | PDF Download: 92 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29098
  

• Understanding Public Sentiments on the 2024 Presidential Election through BERT-Powered Analysis

  Abiyyu Daffa Haidar Setiawan, Warih Maharani

  89-98

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  Abstract View: 139 times | PDF Download: 119 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29267
  

• ChatGPT sebagai Alat Bantu dalam Penulisan Karya Ilmiah Mahasiswa: Analisis Keterlibatan dan Kreativitas

  Yuliana Sventy Yasmine, Rizki Hikmawan

  99-108

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  Abstract View: 278 times | PDF Download: 354 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29496
  

• Penerapan E-Catalog Terintegrasi Chatbot Decision Tree untuk Optimalisasi Layanan Penjualan

  Hapsari Retno Puspitaningrum, Egia Rosi Subhiyakto

  109-118

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  Abstract View: 225 times | PDF Download: 176 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29435
  

• Perbandingan Naive Bayes dan Support Vector Machine dalam Klasifikasi Tingkat Kemiskinan di Indonesia

  Zulfa Alviandri Mukharyahya, Yani Parti Astuti, Okta Nur Cahyani

  119-128

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  Abstract View: 241 times | PDF Download: 227 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29512
  

• Aplikasi Buku Pintar Ruang Angkasa sebagai Media Pembelajaran berbasis Augmented Reality

  Farid Maulana Yusuf, Rohman Dijaya, Mochamad Alfan Rosid, Cindy Taurusta

  129-138

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  Abstract View: 111 times | PDF Download: 99 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29491
  

• Analisis Perbandingan Sistem Pelaporan Kinerja Kementerian Dalam Negeri menggunakan Metode Usability Testing

  Awanda Ardaneswari, Daniel H.F Manongga, Irwan Sembiring

  139-148

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  Abstract View: 109 times | PDF Download: 104 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29565
  

• Analisis Perbandingan Algoritma SVM, Random Forest dan Logistic Regression untuk Prediksi Stunting Balita

  Nada Rizki Febriyanti, Kusrini Kusrini, Anggit Dwi Hartanto

  149-158

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  Abstract View: 312 times | PDF Download: 323 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29407
  

• Sistem Informasi Pengelolaan Stok Bahan Baku Roti secara Real-Time berbasis Web

  Gilang Ayu Wulandari, Aditya Akbar Riadi, Arief Susanto

  159-168

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  Abstract View: 369 times | PDF Download: 331 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29605
  

• Analisis Performa Metode Extreme Learning Machine dan Multiple Linear Regression dalam Prediksi Produksi Gula

  Ahmadi Yuli Ananta, Rudy Ariyanto, Imam Fahrur Rozi, Rakhmat Arianto

  169-178

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  Abstract View: 96 times | PDF Download: 81 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29626
  

• Pendekatan Multi-Input dalam Deteksi Kanker Kulit: Implementasi EfficientNetV2-B2 dan LightGBM

  M. Azka Khoirul Ibad, Sri Winarno

  179-188

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  Abstract View: 145 times | PDF Download: 162 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29771
  

• Sentiment Analysis on Indonesian National Football Team Naturalization using KNN and SVM

  Salza Kartika Adharani, Slamet Kacung, Anik Vega Vitianingsih

  189-197

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  Abstract View: 294 times | PDF Download: 115 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29653
  

• Pemetaan Lintasan Karir Alumni Berdasarkan Analisis Cluster: Kombinasi K-Means dan Reduksi Dimensi Autoencoder

  Daru Prasetyawan, Agus Mulyanto, Rahmadhan Gatra

  198- 207

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  Abstract View: 146 times | PDF Download: 116 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29713
  

• Diagnosis Dini Penyakit Mata: Klasifikasi Citra Fundus Retina dengan Convolutional Neural Network VGG-16

  Chana Amelinda Putri, Sindhu Rakasiwi

  208-216

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  Abstract View: 268 times | PDF Download: 221 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29571
  

• Penerapan Convolutional Neural Network dengan ResNet-50 untuk Klasifikasi Penyakit Kulit Wajah Efektif

  Nadia Ifti Khani, Sindhu Rakasiwi

  217-225

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  Abstract View: 345 times | PDF Download: 397 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29572
  

• Sistem Pendukung Keputusan berbasis Vikor untuk Penyaluran Gas Lpg 3 Kg Bersubsidi

  Nadhilla Rahmadani, Rizky Fauziah, Mardalius Mardalius

  226-235

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  Abstract View: 85 times | PDF Download: 78 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29751
  

• Pemantauan pH Produk Skincare berbasis IoT: Solusi untuk Keamanan Konsumen

  Luntungan Stephen Pieters

  236-245

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  Abstract View: 102 times | PDF Download: 187 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29644
  

• Evaluasi Kinerja Metode Peningkatan Kontras (CLAHE & HE) pada Klasifikasi Ras Kucing menggunakan VGG16

  Wulandari Juslan, Alva Hendi Muhammad

  246-255

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  Abstract View: 120 times | PDF Download: 98 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29578
  

• Optimasi Klasifikasi Sentimen Ulasan Game Berbahasa Indonesia: IndoBERT dan SMOTE untuk Menangani Ketidakseimbangan Kelas

  Fiddin Yusfida A'la

  256-265

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  Abstract View: 416 times | PDF Download: 288 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29666
  

• Prediksi Penjualan Tanaman Hias menggunakan Regresi Linier Berganda dengan Perbandingan Eliminasi Gauss dan Cramer

  Dwiky Ihza Bagaswara, Yani Parti Astuti

  266-274

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  Abstract View: 196 times | PDF Download: 216 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29627
  

• Analisis Sentimen Ulasan Co-Pilot Google Play dengan SVM, Neural Network, dan Decision Tree

  Imam Kharits Najibulloh, Imam Tahyudin, Dhanar Intan Surya Saputra

  275-283

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  Abstract View: 144 times | PDF Download: 126 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29673
  

• DiabTrack: Sistem Prediksi Dini Diabetes Melitus Tipe 2 berbasis Web menggunakan Algoritma K-Nearest Neighbors

  Aditya Gilang Pangestu, Sri Winarno, Adhitya Nugraha, Almas Najiib Imam Muttaqin

  284-293

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  Abstract View: 225 times | PDF Download: 159 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29691
  

• Analisis Sentimen Program Makan Siang Gratis di Twitter/X menggunakan Metode BI-LSTM

  Dimas Thaqif Attaulah, Dewi Soyusiawaty

  294-303

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  Abstract View: 473 times | PDF Download: 447 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29725
  

• Sistem Informasi Kepegawaian dan Penggajian Karyawan berbasis Web dengan Fitur Selfie dan Pemantauan Lokasi

  Dinar Mersasi Kirana, Aditya Akbar Riyadi, Arief Susanto

  304-313

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  Abstract View: 249 times | PDF Download: 207 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29662
  

• Syshunt: Game Quiz Mobile untuk Pengenalan Perangkat Keras Komputer menggunakan Successive Approximation Model

  Lusi Suryadila, Edi Ismanto, Melly Novalia, Wandi Syahfutra

  314-323

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  Abstract View: 122 times | PDF Download: 93 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29773
  

• Perbandingan Algoritma Random Forest, XGBoost, dan Logistic Regression untuk Prediksi Risiko Kekambuhan Kanker Tiroid

  Salma Rihadatul Ais, Ucta Pradema Sanjaya

  324-332

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  Abstract View: 217 times | PDF Download: 201 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29664
  

• Sistem Pendukung Keputusan berbasis Web untuk Evaluasi Kinerja Pelayanan Kantor Camat Terbaik di Indonesia

  Aulia Faturrohim, Mohd Siddik, Sri Rezeki Maulina Azmi

  333-342

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  Abstract View: 119 times | PDF Download: 134 times | DOI : https://doi.org/10.29408/edumatic.v9i1.29767