Vol. 8 No. 2 (2024): April 2024

Articles

• Analisis Sentimen Terhadap Media Sosial Twitter dengan Kasus Kampanye Anti-Korupsi di Indonesia Menggunakan Naive Bayes

  Ni Wayan Ayu Sekar Aprilia

  Auliya Rahman Isnain

  695-703

  • PDF

  Abstract View: 1318, PDF Download: 947
  DOI : https://doi.org/10.30865/mib.v8i2.7582
  

• Analisis Sentimen Pengguna Aplikasi Instagram Pada Situs Google Play Menggunakan Metode Naïve Bayes

  Amrina Nur Aida

  Primandani Arsi

  Ranggi Praharaningtyas Aji

  Tarwoto Tarwoto

  704-713

  • PDF

  Abstract View: 1238, PDF Download: 707
  DOI : https://doi.org/10.30865/mib.v8i2.7388
  

• Komparasi Algoritma Naïve Bayes dan Logistic Regression Untuk Analisis Sentimen Metaverse

  Bagus Ramadhani

  Ryan Randy Suryono

  714-725

  • PDF

  Abstract View: 2506, PDF Download: 1765
  DOI : https://doi.org/10.30865/mib.v8i2.7458
  

• Perbandingan Kernel Polynomial dan RBF Pada Algoritma SVM Untuk Analisis Sentimen Skincare di Indonesia

  Vinsensius Dendi Yunanda

  Nirwana Hendrastuty

  726-735

  • PDF

  Abstract View: 894, PDF Download: 434
  DOI : https://doi.org/10.30865/mib.v8i2.7425
  

• Peningkatan Performa Model Machine Learning XGBoost Classifier melalui Teknik Oversampling dalam Prediksi Penyakit AIDS

  Duta Firdaus Wicaksono

  Ruri Suko Basuki

  Dicky Setiawan

  736-747

  • PDF

  Abstract View: 1158, PDF Download: 744
  DOI : https://doi.org/10.30865/mib.v8i2.7501
  

• Analisis Sentimen Publik Terhadap Pengungsi Rohingya di Indonesia dengan Metode Support Vector Machine dan Naïve Bayes

  Dhea Ananda

  Ryan Randy Suryono

  748-757

  • PDF

  Abstract View: 2559, PDF Download: 1747
  DOI : https://doi.org/10.30865/mib.v8i2.7517
  

• Penerapan Machine Learning Pada Analisis Sentimen Twitter Sebelum dan Sesudah Debat Calon Presiden dan Wakil Presiden Tahun 2024

  Zairy Cindy Dwinnie

  Rice Novita

  758-767

  • PDF

  Abstract View: 777, PDF Download: 438
  DOI : https://doi.org/10.30865/mib.v8i2.7504
  

• Analisis Sentimen Masyarakat Indonesia Terhadap Pengalaman Belanja Thrifting Pada Media Sosial Twitter Menggunakan Algoritma Naïve Bayes

  Sania Wulandari

  Firman Noor Hasan

  768-776

  • PDF

  Abstract View: 1141, PDF Download: 666
  DOI : https://doi.org/10.30865/mib.v8i2.7520
  

• Analisis Sentimen Opini Terhadap Tools Artificial Intelligence (AI) Berdasarkan Twitter Menggunakan Algoritma Naïve Bayes

  Ingrid Oktavia

  Auliya Rahman Isnain

  777-787

  • PDF

  Abstract View: 1115, PDF Download: 1174
  DOI : https://doi.org/10.30865/mib.v8i2.7524
  

• Analisis Sentimen Masyarakat Terhadap Tiktok Shop di Twitter Menggunakan Metode Naive Bayes Classifier

  Eka Andrian

  Auliya Rahman Isnain

  788-796

  • PDF

  Abstract View: 1458, PDF Download: 1013
  DOI : https://doi.org/10.30865/mib.v8i2.7530
  

• Implementasi dan Analisis Model Machine Learning Decision Tree untuk Deteksi Akun Palsu di Twitter

  Risqa Taufik

  Risti Jimah

  Achmad Solichin

  797-809

  • PDF

  Abstract View: 564, PDF Download: 322
  DOI : https://doi.org/10.30865/mib.v8i2.7548
  

• Implementasi Algoritma K-Means dan K-Medoids Dalam Klasterisasi Kasus Kekerasan Terhadap Perempuan

  Nur Azizah Kamilah

  Tatang Rohana

  Rahmat Rahmat

  Ahmad Fauzi

  810-819

  • PDF

  Abstract View: 578, PDF Download: 352
  DOI : https://doi.org/10.30865/mib.v8i2.7558
  

• Analisis Clustering Global Living Cost Berdasarkan Socioeconomic Status Menggunakan Algoritma DBSCAN

  Siswadi Perdana Putra

  Dimas Aryo Anggoro

  820-831

  • PDF

  Abstract View: 540, PDF Download: 266
  DOI : https://doi.org/10.30865/mib.v8i2.7567
  

• Analisis Sentimen Pengguna Twitter Terhadap Bus Listrik Menggunakan Naïve Bayes

  Ike Verawati

  Syarif Nurwahid Jaelani

  832-842

  • PDF

  Abstract View: 653, PDF Download: 301
  DOI : https://doi.org/10.30865/mib.v8i2.7030
  

• Analisis Sentimen Kegiatan Pembersihan Sampah Pada Media Sosial X Menggunakan SVM dan Naïve Bayes

  Dendy Aprilianto Nugroho

  Firman Noor Hasan

  843-853

  • PDF

  Abstract View: 882, PDF Download: 475
  DOI : https://doi.org/10.30865/mib.v8i2.7562
  

• Implementation of the Support Vector Machine (SVM) Method for Classification of Underdeveloped Areas in Indonesia

  Niki Artiyati

  Atina Ahdika

  854-865

  • PDF

  Abstract View: 589, PDF Download: 322
  DOI : https://doi.org/10.30865/mib.v8i2.7598
  

• Penerapan Algoritma Hash Based Terhadap Penentuan Rule Asosiasi Transaksi Penjualan Sparepart Sepeda Motor

  Salmon Salmon

  Siti Lailiyah

  Nursobah Nursobah

  Reza Andrea

  866-877

  • PDF

  Abstract View: 473, PDF Download: 268
  DOI : https://doi.org/10.30865/mib.v8i2.7410
  

• Klasterisasi Perguruan Tinggi LLDIKTI V Berdasarkan Indikator Kinerja Utama dan PDDIKTI Menggunakan K-Means Clustering

  Virdiana Sriviana Fatmawaty

  Imam Riadi

  Herman Herman

  878-888

  • PDF

  Abstract View: 664, PDF Download: 329
  DOI : https://doi.org/10.30865/mib.v8i2.7497
  

• Komparasi Algoritma Machine Learning dalam Klasifikasi Kanker Payudara

  Nurfadlan Afiatuddin

  M Teguh Wicaksono

  Vitto Rezky Akbar

  Rahmaddeni Rahmaddeni

  Denok Wulandari

  889-899

  • PDF

  Abstract View: 968, PDF Download: 499
  DOI : https://doi.org/10.30865/mib.v8i2.7457
  

• Deteksi Dini Hipertensi Pada Perusahaan Jasa Keamanan Menggunakan Metode Decision Tree

  Abdul Hamid

  Lilik Harmaji

  Deni Mahdiana

  900-912

  • PDF

  Abstract View: 533, PDF Download: 356
  DOI : https://doi.org/10.30865/mib.v8i2.7513
  

• Pengelompokan Siswa Layak Penerima Beasiswa dengan Menerapkan Algoritma K-Means Clustering Data Mining

  Bartolomius Harpad

  Muhammad Fahmi

  Pajar Pahrudin

  Reza Andrea

  913-921

  • PDF

  Abstract View: 455, PDF Download: 299
  DOI : https://doi.org/10.30865/mib.v8i2.7394
  

• Implementation of SVM, k-NN, and DT for Toxicity and Sentiment Classification of AWA Vlog Content in Wasur National Park

  Yerik Afrianto Singgalen

  922-936

  • PDF

  Abstract View: 297, PDF Download: 118
  DOI : https://doi.org/10.30865/mib.v8i2.7434
  

• Data Mining Using Support Vector Machine Model for Baturraden Tourism Visitor Satisfaction Prediction

  Suci Damayanti

  Luzi Dwi Oktaviana

  Trias Bratakusuma

  937-945

  • PDF

  Abstract View: 326, PDF Download: 153
  DOI : https://doi.org/10.30865/mib.v8i2.7346
  

• Analisis Sentimen Produk Skincare Somethinc Niacinamide di Female Daily dengan Naïve Bayes Classifier

  Dwi Atmodjo WP

  Januponsa Dio Firizqi

  Zalfa Azzah Amalia

  946-956

  • PDF

  Abstract View: 789, PDF Download: 491
  DOI : https://doi.org/10.30865/mib.v8i2.7571
  

• Sistem Pakar Deteksi Penyakit Jantung Koroner dengan Perbandingan Metode Dempster Shafer dan Certainty Factor

  Yunita Yunita

  Hanifah Ekawati

  Kusno Harianto

  957-965

  • PDF

  Abstract View: 724, PDF Download: 405
  DOI : https://doi.org/10.30865/mib.v8i2.7455
  

• Analisis Peramalan Harga Telur Ayam Ras Dengan Menggunakan Metode SARIMA

  Ilham Luqman Hakim

  Marlinda Sanglise

  Christian Dwi Suhendra

  966-977

  • PDF

  Abstract View: 853, PDF Download: 544
  DOI : https://doi.org/10.30865/mib.v8i2.7610
  

• Improving Infant Cry Recognition with CNNs and Imbalance Mitigation

  Michael Indrawan

  Ardytha Luthfiarta

  Muhammad Daffa Al Fahreza

  Muhammad Rafid

  978-987

  • PDF

  Abstract View: 331, PDF Download: 193
  DOI : https://doi.org/10.30865/mib.v8i2.7370
  

• Implementasi Data Mining dengan Menerapkan Algoritma K-Means Clustering untuk Memberikan Rekomendasi Jurusan Kuliah Bagi Mahasiswa Baru

  Ita Arfyanti

  Tommy Bustomi

  Ivan Haristyawan

  988-1000

  • PDF

  Abstract View: 668, PDF Download: 335
  DOI : https://doi.org/10.30865/mib.v8i2.7429
  

• Penerapan Data Mining Untuk Pengelompokan Terhadap Kualitas Kinerja Karyawan Dengan Menggunakan Algoritma K-Medoids Clustering

  Abdul Karim

  Shinta Esabella

  Kusmanto Kusmanto

  Muhammad Hidayatullah

  Sudi Suryadi

  1001-1009

  • PDF

  Abstract View: 654, PDF Download: 386
  DOI : https://doi.org/10.30865/mib.v8i2.7445
  

• Penerapan Algoritma K-Means Menggunakan Model LRFM Dalam Klasterisasi Nilai Hidup Pelanggan

  Tiara Afrah Afifah

  Rice Novita

  Tengku Khairil Ahsyar

  Zarnelly Zarnelly

  1010-1018

  • PDF

  Abstract View: 535, PDF Download: 280
  DOI : https://doi.org/10.30865/mib.v8i2.7605
  

• Sentimen Analisis Masyarakat Terhadap Pembangunan IKN Menggunakan Algoritma Lexicon Based Approach dan Naïve Bayes

  Samuel Budi Setiawan

  Auliya Rahman Isnain

  1019-1030

  • PDF

  Abstract View: 897, PDF Download: 542
  DOI : https://doi.org/10.30865/mib.v8i2.7506
  

• Toxicity, Sentiment, and Social Network Analysis (SNA) of Borneo Death Blow Video Documentary Reviews

  Yerik Afrianto Singgalen

  1031-1043

  • PDF

  Abstract View: 448, PDF Download: 180
  DOI : https://doi.org/10.30865/mib.v8i2.7633
  

• Decision Support System for Selecting a Camera Stabilizer Using Rank Reciprocal and ARAS Approaches

  Moh. Erkamim

  Yeni Daniarti

  Mohammad Imam Shalahudin

  Mulyadi Mulyadi

  Teotino Gomes Soares

  1044-1054

  • PDF

  Abstract View: 401, PDF Download: 169
  DOI : https://doi.org/10.30865/mib.v8i2.7560
  

• Analisis Model Penilaian Sebagai Penunjang Keputusan Kinerja Dosen Penerima Hibah Penelitian Menggunakan Pendekatan PROMETHEE II

  Raja Ayu Mahessya

  Novi Trisna

  1055-1064

  • PDF

  Abstract View: 363, PDF Download: 144
  DOI : https://doi.org/10.30865/mib.v8i2.7617
  

• The Palmprint Recognition Using Xception, VGG16, ResNet50, MobileNet, and EfficientNetB0 Architecture

  Diah Mitha Aprilla

  Fitri Bimantoro

  I Gede Pasek Suta Wijaya

  1065-1076

  • PDF

  Abstract View: 581, PDF Download: 237
  DOI : https://doi.org/10.30865/mib.v8i2.7577
  

• Analisis Sentimen Terhadap Penggunaan Chatgpt Berdasarka Twitter Menggunakan Algoritma Naïve Bayes

  Dwi Transiska

  Dimas Febriawan

  Firman Noor Hasan

  1077-1086

  • PDF

  Abstract View: 769, PDF Download: 330
  DOI : https://doi.org/10.30865/mib.v8i2.7540
  

• Implementasi Metode Naive Bayes Classifier Terhadap Klasifikasi Topik Kemacetan Lalu Lintas Indonesia Melalui Tweet

  Romindo Romindo

  Okky Putra Barus

  Jefri Junifer Pangaribuan

  1087-1096

  • PDF

  Abstract View: 578, PDF Download: 442
  DOI : https://doi.org/10.30865/mib.v8i2.7470
  

• Kolaborasi Metode Naive Bayes dan MPE dalam Pengambilan Keputusan Pemilihan Supplier Ban Motor

  Nani Agustina

  Entin Sutinah

  Martini Martini

  1097-1108

  • PDF

  Abstract View: 462, PDF Download: 220
  DOI : https://doi.org/10.30865/mib.v8i2.7538
  

• Decision Support System Perspective Using Entropy and Multi-Attribute Utility Theory in the Selection of the Best Division Head

  Muhammad Waqas Arshad

  Sumanto Sumanto

  Setiawansyah Setiawansyah

  1109-1119

  • PDF

  Abstract View: 368, PDF Download: 160
  DOI : https://doi.org/10.30865/mib.v8i2.7603
  

• Analisis Sentimen Pinjaman Online di Twitter dengan Metode Naive Bayes Classifier dan SVM

  Ray Shandy Arischo

  Damayanti Damayanti

  1120-1130

  • PDF

  Abstract View: 677, PDF Download: 437
  DOI : https://doi.org/10.30865/mib.v8i2.7406
  

• Komparasi Metode LSTM dan GRU dalam Memprediksi Harga Saham

  Ni Wayan Meri Aryati

  I Komang Arya Ganda Wiguna

  Ni Wayan Suardiati Putri

  I Komang Kurniawan Widiartha

  Ni Luh Wiwik Sri Rahayu Ginantra

  1131-1140

  • PDF

  Abstract View: 868, PDF Download: 619
  DOI : https://doi.org/10.30865/mib.v8i2.7342
  

• Integrating Heart Rate, Gyro, and Accelero Data for Enhanced Emotion Detection Post-Movie, Post-Music, and While-Music

  Hendy Setyawan

  Rifki Wijaya

  Gamma Kosala

  1141-1148

  • PDF

  Abstract View: 399, PDF Download: 182
  DOI : https://doi.org/10.30865/mib.v8i2.7634
  

• Analisis Sentimen Ulasan Pengguna Pada Aplikasi BRImo BRI Menggunakan Metode Klasifikasi Algoritma Naive Bayes

  Muhammad Umair

  Erliyan Redy Susanto

  1149-1159

  • PDF

  Abstract View: 792, PDF Download: 616
  DOI : https://doi.org/10.30865/mib.v8i2.7381
  

• Klasifikasi Emosi Pada Data Text Bahasa Indonesia Menggunakan Algoritma BERT, RoBERTa, dan Distil-BERT

  Faishal Basbeth

  Dhomas Hatta Fudholi

  1160-1170

  • PDF

  Abstract View: 1258, PDF Download: 1136
  DOI : https://doi.org/10.30865/mib.v8i2.7472
  

• Prediksi Kepribadian Big Five Pengguna Twitter Menggunakan Metode Decision Tree dengan Pendekatan Semantik BERT

  Jammie Reyhan Widyanto

  Erwin Budi Setiawan

  1171-1178

  • PDF

  Abstract View: 334, PDF Download: 201
  DOI : https://doi.org/10.30865/mib.v8i2.7311
  

• Multilabel Classification in Indonesian Translation of Religious Text using Word Centrality Term Weighting

  Muhammad Pascal Dewantara

  Kemas Muslim Lhaksmana

  1179-1187

  • PDF

  Abstract View: 219, PDF Download: 174
  DOI : https://doi.org/10.30865/mib.v8i2.7351
  

• Enhancing Sentiment Analysis of Garden by the Bay Reviews on TripAdvisor Platform Using CRISP-DM through DT and SVM with SMOTE

  Yerik Afrianto Singgalen

  1188-1199

  • PDF

  Abstract View: 341, PDF Download: 172
  DOI : https://doi.org/10.30865/mib.v8i2.7485
  

• Implementation of K-Means Algorithm to Determine Marketing Strategy

  Afah Uly Narestami

  Didit Suhartono

  Tarwoto Tarwoto

  1200-1208

  • PDF

  Abstract View: 330, PDF Download: 203
  DOI : https://doi.org/10.30865/mib.v8i2.7335
  

• Data Mining Dalam Analisis Faktor Drop Out Mahasiswa Menerapkan Algoritma Decision Tree

  Mulkan Azhari

  Halim Maulana

  Ferdy Riza

  1209-1217

  • PDF

  Abstract View: 613, PDF Download: 315
  DOI : https://doi.org/10.30865/mib.v8i2.7379