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

DOI: https://doi.org/10.29408/edumatic.v9i1

Published: 2025-04-08

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: 304 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: 436 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: 193 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: 265 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: 214 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: 183 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: 363 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: 381 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: 141 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: 192 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: 418 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: 313 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: 323 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: 159 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: 157 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: 454 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: 616 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: 135 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: 206 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: 363 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: 227 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: 416 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: 494 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: 136 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: 196 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: 177 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: 591 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: 262 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: 190 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: 337 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: 597 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: 408 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: 167 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: 286 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: 210 times DOI : https://doi.org/10.29408/edumatic.v9i1.29767