Articles

• Analisis Sentimen Publik Terhadap Danantara di Media Sosial X Menggunakan Naïve Bayes dan Support Vector Machine

  • Fabian Firmanda ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Ryan Randy Suryono ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7250, Abstract View: 554 times, PDF Download: 517 times

  896-906

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• Perbandingan Algoritma SVM, Random Forest, dan Naive Bayes Terhadap Kasus Scam di Media Sosial Twitter

  • Rizky Herdian Saputra ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Ryan Randy Suryono ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7236, Abstract View: 516 times, PDF Download: 344 times

  907-919

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• Analisis Sentimen Masyarakat Menggunakan Algoritma Long Short Term Memory (LSTM) Pada Ulasan Aplikasi Halodoc

  • Nelvi Yulianti ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • M Afdal ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Muhammad Jazman ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Megawati Megawati ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Anofrizen Anofrizen ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7243, Abstract View: 716 times, PDF Download: 250 times

  920-928

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• Penerapan Support Vector Machine untuk Analisis Sentimen Pengguna X terhadap IndiHome, Biznet, dan Starlink

  • Zhevin Alfian ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • M Afdal ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Rice Novita ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Zarnelly Zarnelly ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7429, Abstract View: 729 times, PDF Download: 195 times

  929-938

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• Analisis Sentimen Terhadap Pemain Naturalisasi dan Lokal Tim Nasional Sepakbola Indonesia Menggunakan Support Vector Machine

  • Fadlan Arrazak ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • M Afdal ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Rice Novita ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Megawati Megawati ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7471, Abstract View: 713 times, PDF Download: 186 times

  939-948

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• Comparison of RoBERTa and IndoBERT on Multi-Aspect Sentiment Analysis of Indonesian Hotel Reviews with Tuning Optimization

  • Rizky Ahsan Syarif ^{(Telkom University, Bandung, Indonesia)}
  • Yuliant Sibaroni ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7523, Abstract View: 742 times, PDF Download: 168 times

  949-959

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• Analisis Sentimen Masyarakat Terhadap Kebocoran Pusat Data Nasional Sementara Menggunakan Algoritma Random Forest dan Support Vector Machine

  • Faishal Khairi Basri ^{(Universitas Islam Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • M Afdal ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Angraini Angraini ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Nesdi Evrilyan Rozanda ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7473, Abstract View: 669 times, PDF Download: 169 times

  960-971

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• Analisis Perbandingan Algoritma Random Forest dan K-Nearest Neighbors pada Klasifikasi Tingkat Stres Pekerja

  • Syalom Kristian Manurung ^{(Universitas Mercu Buana Yogyakarta, Yogyakarta, Indonesia)}
  • Irfan Pratama ^{(Universitas Mercu Buana Yogyakarta, Yogyakarta, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7589, Abstract View: 403 times, PDF Download: 252 times

  972-983

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• Implementation of an Artificial Neural Network in the Classification of Handwritten Javanese Script Images

  • Zainuri Rohim ^{(Universitas Pembangunan Jaya, Tangerang Selatan, Indonesia)}
  • Mohammad Nasucha ^{(Universitas Pembangunan Jaya, Tangerang Selatan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7625, Abstract View: 354 times, PDF Download: 129 times

  984-992

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• A Comparative Study of Machine Learning Classifiers with SMOTE for Predicting Purchase Intention

  • Khairunnisa Khairunnisa ^{(Politeknik Negeri Sriwijaya, Palembang, Indonesia)}
  • Sopian Soim ^{(Politeknik Negeri Sriwijaya, Palembang, Indonesia)}
  • Lindawati Lindawati ^{(Politeknik Negeri Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7615, Abstract View: 380 times, PDF Download: 155 times

  993-1004

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• Implementasi Model LSTM, CNN+LSTM Hybrid, dan Transformer untuk Prediksi Cuaca Harian Berbasis Data Multivariat

  • Heptyana Sri Wulandari ^{(Institut Informatika dan Bisnis Darmajaya, Bandar Lampung, Indonesia)}
  • RZ Abdul Aziz ^{(Institut Informatika dan Bisnis Darmajaya, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7655, Abstract View: 320 times, PDF Download: 137 times

  1005-1016

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• Mental Health Sentiment Analysis on Twitter using Ensemble Learning Algorithm

  • Kemal Aziz ^{(Telkom University, Bandung, Indonesia)}
  • Bambang Ari Wahyudi ^{(Telkom University, Bandung, Indonesia)}
  • Irma Palupi ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7763, Abstract View: 345 times, PDF Download: 128 times

  1017-1027

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• Sentiment Analysis of SiKasep Application Reviews on the Play Store Using the Naïve Bayes Approach

  • Ariiq Afrahtama ^{(Telkom University, Bandung, Indonesia)}
  • Putu Harry Gunawan ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7777, Abstract View: 413 times, PDF Download: 129 times

  1028-1036

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• Pengelompokkan Pola Perubahan Cuaca Menggunakan Metode K-Medoids dan Gap Statistic

  • Denissya Julianthy ^{(Universitas Jenderal Achmad Yani, Cimahi, Indonesia)}
  • Asep Id Hadiana ^{(Universitas Jenderal Achmad Yani, Cimahi, Indonesia)}
  • Edvin Ramadhan ^{(Universitas Jenderal Achmad Yani, Cimahi, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7824, Abstract View: 308 times, PDF Download: 120 times

  1037-1048

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• Comparison of Convolutional Neural Network and Support Vector Machine for Student Question Classification in ChatGPT-based Learning Tools

  • Brilliant Jordan ^{(Telkom University, Bandung, Indonesia)}
  • Kemas Muslim Lhaksmana ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7841, Abstract View: 482 times, PDF Download: 132 times

  1049-1056

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• Analisis Sentimen Terhadap Cyberbullying di Twitter (X) Menggunakan Improved Word Vectors dan Bert

  • Madya Dharma Nusantara ^{(Universitas Jenderal Achmad Yani, Cimahi, Indonesia)}
  • Fajri Rakhmat Umbara ^{(Universitas Jenderal Achmad Yani, Cimahi, Indonesia)}
  • Puspita Nurul Sabrina ^{(Universitas Jenderal Achmad Yani, Cimahi, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7968, Abstract View: 321 times, PDF Download: 136 times

  1057-1068

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• Comparative Analysis of Random Forest and Convolutional Neural Network (CNN) Algorithms for Pneumonia Detection in Chest X-ray Images: Accuracy, Interpretability, and Computational Efficiency

  • Siffa Zaena ^{(Telkom University, Bandung, Indonesia)}
  • Kemas Muslim Lhaksmana ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7840, Abstract View: 432 times, PDF Download: 109 times

  1069-1077

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• Penerapan Penyeimbangan Data Pada Analisis Sentimen Ulasan Game Magic Chess Go Go di Play Store dengan Naive Bayes

  • Muhammad Hafizd Mustaqim ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Angga Bayu Santoso ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7845, Abstract View: 397 times, PDF Download: 123 times

  1078-1089

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• Perbandingan Multi Algoritma Klasifikasi dan Tuning Parameter untuk Prediksi Ketergantungan Skincare Berbasis Streamlit

  • Aneira Vicentiya Kuncoro ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Laila Maulin Ni’mah ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Edi Faisal ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7897, Abstract View: 345 times, PDF Download: 145 times

  1090-1110

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• Analisa Sentimen Pengguna Aplikasi DANA Pada Ulasan Google Play Store Menggunakan Algoritma Naive Bayes Classifier dan K-Nearest Neighbors

  • Dian Ayu Sabillah ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • M Afdal ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Inggih Permana ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Fitriani Muttakin ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7861, Abstract View: 648 times, PDF Download: 150 times

  1111-1121

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• Classification of English Language Anxiety Using Support Vector Machine on Twitter User

  • Ericho Marozi ^{(Telkom University, Bandung, Indonesia)}
  • Kemas Muslim Lhaksmana ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8015, Abstract View: 380 times, PDF Download: 101 times

  1122-1130

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• Perbandingan Kinerja LSTM, Bi-LSTM, dan Prophet untuk Prediksi Kekeringan berdasarkan SPEI (Standardized Precipitation-Evapotranspiration Index)

  • Hana Amalina ^{(Universitas Stikubank, Semarang, Indonesia)}
  • Eri Zuliarso ^{(Universitas Stikubank, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7971, Abstract View: 294 times, PDF Download: 102 times

  1131-1142

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• Pengembangan Algoritma Convolutional Neural Network dalam Menganalisis Emosi Suara Menggunakan Mel-Spektogram

  • Iqlima Sabila Zakka ^{(Politeknik Negeri Sriwijaya, Palembang, Indonesia)}
  • Abdul Rakhman ^{(Politeknik Negeri Sriwijaya, Palembang, Indonesia)}
  • Lindawati Lindawati ^{(Politeknik Negeri Sriwijaya, Palembang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7875, Abstract View: 251 times, PDF Download: 103 times

  1143-1152

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• Klasifikasi Website Phishing Menggunakan Metode X-Gboost dengan Teknik Penyeimbang Data Radial Based Undersampling

  • Yoga Yoga ^{(Universitas Jenderal Achmad Yani, Cimahi, Indonesia)}
  • Fajri Rakhmat Umbara ^{(Universitas Jenderal Achmad Yani, Cimahi, Indonesia)}
  • Puspita Nurul Sabrina ^{(Universitas Jenderal Achmad Yani, Cimahi, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7920, Abstract View: 338 times, PDF Download: 137 times

  1153-1163

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• Sentiment Classification and Interpretation of Tokopedia Reviews: A Machine Learning, IndoBERT, and LIME Approach

  • Adrian Yoris Mbake Woka ^{(Telkom University, Bandung, Indonesia)}
  • Mahendra Dwifebri Purbolaksono ^{(Telkom University, Bandung, Indonesia)}
  • Dody Qori Utama ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8072, Abstract View: 418 times, PDF Download: 111 times

  1164-1173

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• Development of an Expert System to Detect Mental Disorders in Pregnant Women using Forward and Backward Chaining Methods

  • Monisa Dela ^{(Malikussaleh University, Lhokseumawe, Indonesia)}
  • Eva Darnila ^{(Malikussaleh University, Lhokseumawe, Indonesia)}
  • Lidya Rosnita ^{(Malikussaleh University, Lhokseumawe, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7930, Abstract View: 303 times, PDF Download: 103 times

  1174-1185

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• Fake News Detection with Hybrid CNN-SVM on Data AI and Technology

  • Aditya Lesmana ^{(Telkom University, Bandung, Indonesia)}
  • Yuliant Sibaroni ^{(Telkom University, Bandung, Indonesia)}
  • Sri Suryani Prasetyowati ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7871, Abstract View: 555 times, PDF Download: 97 times

  1186-1192

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• Klasifikasi Churn Dengan Algoritma Xgboost Menggunakan Feature Selection Boruta-Shap

  • Dwi Wahyu Kuncoro Hadi Sakaro ^{(Universitas Jenderal Achmad Yani, Cimahi, Indonesia)}
  • Puspita Nurul Shabrina ^{(Universitas Jenderal Achmad Yani, Cimahi, Indonesia)}
  • Edvin Ramadhan ^{(Universitas Jenderal Achmad Yani, Cimahi, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7965, Abstract View: 326 times, PDF Download: 114 times

  1193-1201

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• Implementasi Grid Search CV KNN dengan Preprocessing Z-Score Outlier Removal untuk Sistem Prediksi Risiko Kehamilan

  • Ivan Maulana Anggita ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Muhammad Naufal ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Farrikh Al Zami ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8206, Abstract View: 314 times, PDF Download: 151 times

  1202-1213

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• Public Sentiment Classification on Megathrust Issues in Social Media Using BERT Algorithm

  • Candra Kus Khoiri Wicaksono ^{(Telkom University, Bandung, Indonesia)}
  • Putu Harry Gunawan ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8016, Abstract View: 256 times, PDF Download: 95 times

  1214-1221

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• Prediksi Diabetes Mellitus dengan Ensemble Gradient Boosting dan Advanced Feature Engineering

  • Daniswara Tegar Ramadhan ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Feri Agustina ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8011, Abstract View: 460 times, PDF Download: 118 times

  1222-1233

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• Opinion Mining on TikTok Using Bidirectional Long Short-Term Memory for Enhanced Sentiment Analysis and Trend Prediction

  • Wafiq Muharnisa Haspin ^{(Universitas Sains dan Teknologi Indonesia, Pekanbaru, Indonesia)}
  • Junadhi Junadhi ^{(Universitas Sains dan Teknologi Indonesia, Pekanbaru, Indonesia)}
  • Susanti Susanti ^{(Universitas Sains dan Teknologi Indonesia, Pekanbaru, Indonesia)}
  • Helda Yenni ^{(Universitas Sains dan Teknologi Indonesia, Pekanbaru, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8019, Abstract View: 380 times, PDF Download: 103 times

  1234-1241

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• Sentiment Analysis of ChatGPT App Reviews on the Play Store Using KNN and Decision Tree Methods

  • Hammam Aulia Nur Rahman ^{(Telkom University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8078, Abstract View: 341 times, PDF Download: 104 times

  1242-1251

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• Deteksi Dini Depresi Mahasiswa Tingkat Akhir Menggunakan Algoritma Naïve Bayes dan Instrumen PHQ-9

  • Muhammad Sadikin ^{(Universitas Potensi Utama, Medan, Indonesia)}
  • Dini Ridha Dwiki Putri ^{(Universitas Potensi Utama, Medan, Indonesia)}
  • Azrifirizky Amanda ^{(Universitas Potensi Utama, Medan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8162, Abstract View: 283 times, PDF Download: 191 times

  1252-1264

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• Implementasi Convolutional Neural Network dengan SMOTE+ENN untuk Klasifikasi Kualitas Udara Berdasarkan Data Deret Waktu Polutan

  • Cahyono Budy Santoso ^{(Universitas Pembangunan Jaya, Tangerang Selatan, Indonesia)}
  • Maria Rachel Kesya Makarena ^{(Universitas Pembangunan Jaya, Tangerang Selatan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8057, Abstract View: 361 times, PDF Download: 118 times

  1265-1277

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• Pendekatan LSTM Berbasis Deep Learning dalam Memprediksi Fluktuasi Harga Cabai

  • Aryka Anisa Pertiwi ^{(Universitas Logistik dan Bisnis Internasional, Bandung, Indonesia)}
  • Nisa Hanum Harani ^{(Universitas Logistik dan Bisnis Internasional, Bandung, Indonesia)}
  • Cahyo Prianto ^{(Universitas Logistik dan Bisnis Internasional, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8100, Abstract View: 248 times,

  1278-1289
• Sistem Identifikasi Cerdas: Integrasi IOT dengan YOLOv8 Untuk Identifikasi Visual Kerusakan Dinding Bangunan

  • Kamdan Kamdan ^{(Universitas Nusa Putra, Sukabumi, Indonesia)}
  • Somantri Somantri ^{(Universitas Nusa Putra, Sukabumi, Indonesia)}
  • Satria Rizki Rohmat ^{(Universitas Nusa Putra, Sukabumi, Indonesia)}
  • Agung Gumelar ^{(Universitas Nusa Putra, Sukabumi, Indonesia)}
  • Ivana Lucia Kharisma ^{(Universitas Nusa Putra, Sukabumi, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7882, Abstract View: 537 times, PDF Download: 102 times

  1290-1301

  • PDF
• Milk Production Estimation Model for Cattle Based on Image Processing using Random Forest, XGBoost, and LightGBM

  • Za'imatun Niswati ^{(IPB University, Bogor, Indonesia)}
  • Sri Nurdiati ^{(IPB University, Bogor, Indonesia)}
  • Agus Buono ^{(IPB University, Bogor, Indonesia)}
  • Cece Sumantri ^{(IPB University, Bogor, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.7585, Abstract View: 291 times, PDF Download: 109 times

  1302-1308

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• Analisis Sentimen Masyarakat Terhadap Kebijakan Ekspor Pasir Laut Berdasarkan Ulasan Twitter Menggunakan Algoritma Naive Bayes dan Support Vector Machine

  • Zarqani Zarqani ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • M Afdal ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Rice Novita ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}
  • Megawati Megawati ^{(Universitas Islam Negeri Sultan Syarif Kasim Riau, Pekanbaru, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i1.7431, Abstract View: 499 times, PDF Download: 134 times

  1309-1319

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• Analisis Perbandingan Algoritma K-Means dan K-Medoids untuk Pengelompokan Sentimen Ulasan Aplikasi E-Commerce

  • R Immanuel Giovanni Italiano Pecaro ^{(Universitas Semarang, Semarang, Indonesia)}
  • Galet Guntoro Setiaji ^{(Universitas Semarang, Semarang, Indonesia)}
  • Ahmad Rifa'i ^{(Universitas Semarang, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8145, Abstract View: 373 times, PDF Download: 127 times

  1320-1331

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• Analisis Model Klasifikasi Sentimen Publik Terhadap Kebijakan Keberlanjutan IKN Menggunakan BERT Sebagai Feature Extractor dan K-Nearest Neighbor (KNN)

  • Mohammad Hiqmal Fiqri ^{(Universitas Muhammadiyah Kalimantan Timur, Samarinda, Indonesia)}
  • Rudiman Rudiman ^{(Universitas Muhammadiyah Kalimantan Timur, Samarinda, Indonesia)}
  • Naufal Azmi Verdikha ^{(Universitas Muhammadiyah Kalimantan Timur, Samarinda, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8168, Abstract View: 290 times, PDF Download: 106 times

  1332-1342

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• Optimalisasi Arsitektur LSTM dengan Pendekatan Bidirectional untuk Deteksi Kantuk Pengemudi Berbasis Fitur Wajah

  • Andhika Rhaifahrizal Hartono ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Muhammad Naufal ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Farrikh Alzami ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8219, Abstract View: 451 times, PDF Download: 120 times

  1343-1354

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• Analisis Sentimen Publik Terhadap Deepfake AI Menggunakan Aplikasi X Dengan Metode Support Vector Machine dan Naive Bayes Classifier

  • Satria Al Afif ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Ryan Randy Suryono ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8303, Abstract View: 263 times, PDF Download: 92 times

  1355-1366

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• Narasi Presiden Indonesia: Analisis Wacana Politik Menggunakan BERTopic dalam Mengungkap Pola Tematik Pidato Presiden

  • Uliyatunisa Uliyatunisa ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Tukiyat Tukiyat ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Arya Adhyaksa Waskita ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Murni Handayani ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}
  • Rafi Mahmud Zain ^{(Universitas Pamulang, Tangerang Selatan, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8298, Abstract View: 348 times, PDF Download: 106 times

  1367-1379

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• Stock Price Prediction Using LSTM and XGBoost with Social Media Sentiment

  • Nisa Hanum Harani ^{(International Business Logistic University, Bandung, Indonesia)}
  • Marismati Marismati ^{(International Business Logistic University, Bandung, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8284, Abstract View: 667 times, PDF Download: 88 times

  1380-1389

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• Stacking Machine Learning Approach for Predicting Thermal Stability of Zinc–Metal Organic Frameworks (Zn-MOF)

  • Ananta Surya Pratama ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Muhammad Diva Irnanda ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Taufiqul Umam ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Dandy Prasetyo Nugroho ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}
  • Harun Al Azies ^{(Universitas Dian Nuswantoro, Semarang, Indonesia)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8329, Abstract View: 355 times, PDF Download: 143 times

  1390-1399

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• Comparison of Certainty Factor, Dempster Shafer, and Bayes' Theorem in Expert Systems for Diagnosing Female Reproductive System Diseases

  • Mesran Mesran ^{(Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia)}
  • Roznim Mohamad Rasli ^{(Universiti Pendidikan Sultan Idris, Tanjong Malim, Malaysia)}
  • Setiawansyah Setiawansyah ^{(Universitas Teknokrat Indonesia, Bandar Lampung, Indonesia)}
  • Muhammad Waqas Arshad ^{(University of Bologna, Bologna, Italy)}

  
  

  DOI: https://doi.org/10.47065/bits.v7i2.8334, Abstract View: 399 times, PDF Download: 84 times

  1400-1413

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• Integrasi K-Modes dalam Analisis Data Gizi Balita untuk Model Klasifikasi Risiko Stunting

  • Desyanti Desyanti ^{(Institut Teknologi dan Bisnis Riau Pesisir, Dumai, Indonesia)}
  • Reno Renaldi ^{(Universitas Hang Tuah, Pekanbaru, Indonesia)}
  • Mesran Mesran ^{(Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia)}

  
  

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