Vol. 7 No. 1 (2023): Januari 2023

Articles

• Analisis Metode Ensemble Pada Klasifikasi Penyakit Jantung Berbasis Decision Tree

  Mochammad Ilham Aziz

  Ahmad Zainul Fanani

  Affandy Affandy

  1-12

  • PDF

  Abstract View: 2472, PDF Download: 1720
  DOI : https://doi.org/10.30865/mib.v7i1.5169
  

• Efek Transformasi Wavelet Diskrit Pada Klasifikasi Aritmia Dari Data Elektrokardiogram Menggunakan Machine Learning

  Dodon Turianto Nugrahadi

  Tri Mulyani

  Dwi Kartini

  Rudy Herteno

  Mohammad Reza Faisal

  Irwan Budiman

  Friska Abadi

  13-21

  • PDF

  Abstract View: 1222, PDF Download: 692
  DOI : https://doi.org/10.30865/mib.v7i1.4859
  

• Penerapan Data Mining Dalam Analisis Penilaian Kinerja Pegawai Menerapkan Metode K-Means

  Supriadi Sahibu

  Rismawati Bambang

  Imran Taufik

  Agusriandi Agusriandi

  22-29

  • PDF

  Abstract View: 1306, PDF Download: 1092
  DOI : https://doi.org/10.30865/mib.v7i1.5100
  

• Penerapan Algoritma C4.5 Untuk Klasifikasi Tren Pelanggaran Kendaraan Angkutan Barang dengan Metode CRISP-DM

  Novie Hari Purnomo

  Bayu Pamungkas

  Christina Juliane

  30-40

  • PDF

  Abstract View: 1399, PDF Download: 846
  DOI : https://doi.org/10.30865/mib.v7i1.5247
  

• Implementasi Metode Convolutional Neural Network untuk Klasifikasi Breast Cancer pada Citra Histopatologi

  Muhammad Afrizal Amrustian

  Merlinda Wibowo

  41-49

  • PDF

  Abstract View: 797, PDF Download: 445
  DOI : https://doi.org/10.30865/mib.v7i1.5194
  

• Simulasi Pengukuran Mutu Perguruan Tinggi: Principal Component Analysis (PCA) pada Model Integrasi BANPT - COBIT

  Faradillah Faradillah

  Muhammad Fadhiel Alie

  50-57

  • PDF

  Abstract View: 693, PDF Download: 581
  DOI : https://doi.org/10.30865/mib.v7i1.5190
  

• Optimasi Biaya Distribusi Kusen Pintu Menggunakan Model Transportasi Northwest Corner Method, Russel Approximation Method, dan Stepping Stone

  Poppy Andriani

  Hendra Cipta

  58-65

  • PDF

  Abstract View: 1607, PDF Download: 1559
  DOI : https://doi.org/10.30865/mib.v7i1.5224
  

• Analysis of Distributed Denial of Service Attacks Using Support Vector Machine and Fuzzy Tsukamoto

  Paradise Paradise

  Wahyu Adi Prabowo

  Teguh Rijanandi

  66-73

  • PDF

  Abstract View: 833, PDF Download: 406
  DOI : https://doi.org/10.30865/mib.v7i1.5199
  

• Analisis Penerapan Metode WASPAS dan MOORA dalam Kelayakan Pengangkatan Karyawan Tetap

  Kraugusteeliana Kraugusteeliana

  Sitti Nur Alam

  Bambang Triwahyono

  Muhammad Bayu Wibisono

  Fryda Fatmayati

  74-81

  • PDF

  Abstract View: 799, PDF Download: 360
  DOI : https://doi.org/10.30865/mib.v7i1.5343
  

• Sistem Pakar Untuk Mendiagnosa Penyakit Paru-Paru dengan Menggunakan Metode Teorema Bayes

  Alex Wenda

  Kraugusteeliana Kraugusteeliana

  Andik Adi Suryanto

  Sitti Nur Alam

  Karya Suhada

  82-88

  • PDF

  Abstract View: 3776, PDF Download: 2957
  DOI : https://doi.org/10.30865/mib.v7i1.5394
  

• Aspect-Based Sentiment Analysis on iPhone Users on Twitter Using the SVM Method and Optimization of Hyperparameter Tuning

  I Gusti Ayu Putu Sintha Deviya Yuliani

  Yuliant Sibaroni

  Erwin Budi Setiawan

  89-98

  • PDF

  Abstract View: 730, PDF Download: 390
  DOI : https://doi.org/10.30865/mib.v7i1.5430
  

• Comparison of IndoBERTweet and Support Vector Machine on Sentiment Analysis of Racing Circuit Construction in Indonesia

  Hanvito Michael Lee

  Yuliant Sibaroni

  99-106

  • PDF

  Abstract View: 1208, PDF Download: 947
  DOI : https://doi.org/10.30865/mib.v7i1.5380
  

• Implementasi Deep Learning Menggunakan Metode You Only Look Once untuk Mendeteksi Rokok

  Ahmad Harun

  Mustakim Mustakim

  Oktaf Brilian Kharisma

  107-116

  • PDF

  Abstract View: 705, PDF Download: 823
  DOI : https://doi.org/10.30865/mib.v7i1.5409
  

• Deteksi Penyakit Epilepsi Melalui Sinyal EEG Menggunakan Metode DWT dan Extreme Gradient Boosting

  Erlina Agustin

  Ade Eviyanti

  Nuril Lutvi Azizah

  117-127

  • PDF

  Abstract View: 2241, PDF Download: 1996
  DOI : https://doi.org/10.30865/mib.v7i1.5412
  

• Penerapan Metode Transportasi dan Transhipment Menggunakan Linear Programming dalam Efisiensi Biaya Distribusi Barang

  Fikri Husin Batubara

  Rina Widyasari

  128-137

  • PDF

  Abstract View: 2418, PDF Download: 2301
  DOI : https://doi.org/10.30865/mib.v7i1.5424
  

• Analisis Metode WASPAS Dalam Pemilihan Pimpinan Perusahaan

  Badrul Anwar

  M. Giatman

  Hasan Maksum

  Asyahri Hadi Nasyuha

  138-144

  • PDF

  Abstract View: 1007, PDF Download: 795
  DOI : https://doi.org/10.30865/mib.v7i1.5170
  

• Fisher Kolmogorov Equation Theory Simulation Using Deep Learning

  Conny Tria Shafira

  Putu Harry Gunawan

  Aditya Firman Ihsan

  145-152

  • PDF

  Abstract View: 492, PDF Download: 262
  DOI : https://doi.org/10.30865/mib.v7i1.5432
  

• Perbandingan Metode Klasifikasi Untuk Deteksi Stress Pada Mahasiswa di Perguruan Tinggi

  Merlinda Wibowo

  Muh. Rizieq Fazlulrahman Djafar

  153-159

  • PDF

  Abstract View: 1861, PDF Download: 2005
  DOI : https://doi.org/10.30865/mib.v7i1.5182
  

• Explainable AI: Identification of Writing from Famous Figures in Indonesia Using BERT and Naive Bayes Methods

  Firdaus Putra Kurniyanto

  Agus Hartoyo

  160-169

  • PDF

  Abstract View: 738, PDF Download: 335
  DOI : https://doi.org/10.30865/mib.v7i1.5392
  

• AI Explanation related Covid Hoax Detection Using Support Vector Machine and Logistics Regression Methods

  Naufal Haritsah Luthfi

  Agus Hartoyo

  170-177

  • PDF

  Abstract View: 680, PDF Download: 268
  DOI : https://doi.org/10.30865/mib.v7i1.5386
  

• Penerapan Metode SMARTER pada Sistem Pendukung Keputusan Pemilihan Lahan Kayu Putih

  Ratih Hafsarah Maharrani

  Prih Diantono Abda’u

  Hety Dwi Hastuti

  178-188

  • PDF

  Abstract View: 825, PDF Download: 563
  DOI : https://doi.org/10.30865/mib.v7i1.5293
  

• Penerapan Metode SMART Pada Sistem Pendukung Keputusan Rekrutmen Karyawan Baru

  Humisar Hasugian

  Agus Umar Hamdani

  Wulandari Wulandari

  Nofiyani Nofiyani

  189-198

  • PDF

  Abstract View: 2407, PDF Download: 1867
  DOI : https://doi.org/10.30865/mib.v7i1.5195
  

• Implementasi Data Mining Tingkat Kepemimpinan Siswa dengan K-Nearest Neighbor, Decision Tree, dan Naïve Bayes

  Didin Sayhidin

  Gendhi Haris

  Christina Juliane

  199-206

  • PDF

  Abstract View: 974, PDF Download: 615
  DOI : https://doi.org/10.30865/mib.v7i1.5351
  

• Penerapan K-Means Untuk Clustering Kondisi Gizi Balita Pada Posyandu

  Candra Adi Rahmat

  Hilda Permatasari

  Errissya Rasywir

  Yovi Pratama

  207-213

  • PDF

  Abstract View: 1506, PDF Download: 1091
  DOI : https://doi.org/10.30865/mib.v7i1.5142
  

• Tagging Efficiency Analysis of Part of Speech Taggers on Indonesian News

  Djatnika Widia Nugraha

  Donni Richasdy

  Aditya Firman Ihsan

  214-222

  • PDF

  Abstract View: 551, PDF Download: 249
  DOI : https://doi.org/10.30865/mib.v7i1.5384
  

• Penerapan Data Mining untuk Klasifikasi Hasil Panen Jamur Tiram Menggunakan Algoritma K-Nearest Neighbor

  Eka Praja Wiyata Mandala

  Dewi Eka Putri

  Randy Permana

  223-230

  • PDF

  Abstract View: 1128, PDF Download: 902
  DOI : https://doi.org/10.30865/mib.v7i1.5252
  

• Performa Support Vector Machine Pada Klasifikasi Lahan dan Air Tanah

  Angellina Angellina

  Dyah Erny Herwindiati

  Janson Hendryli

  231-241

  • PDF

  Abstract View: 984, PDF Download: 754
  DOI : https://doi.org/10.30865/mib.v7i1.5279
  

• Klasifikasi Tingkat Kesegaran Ikan Nila Menggunakan K-Nearest Neighbor Berdasarkan Fitur Statistis Piksel Citra Mata Ikan

  Rahmat Widadi

  Bongga Arifwidodo

  Kholidiyah Masykuroh

  Ariyatno Saputra

  242-249

  • PDF

  Abstract View: 1905, PDF Download: 1652
  DOI : https://doi.org/10.30865/mib.v7i1.5196
  

• Aplikasi Augmented Reality Geometri Sekolah Dasar Untuk Bangun Datar dan Ruang Menggunakan Metode Marker Based Tracking

  Syahrizal Dwi Putra

  Diah Aryani

  Harlinda Syofyan

  Verdi Yasin

  250-259

  • PDF

  Abstract View: 1220, PDF Download: 964
  DOI : https://doi.org/10.30865/mib.v7i1.5281
  

• Klasifikasi Sentimen Publik Terhadap Jenis Vaksin Covid-19 yang Tersertifikasi WHO Berbasis NLP dan KNN

  Primandani Arsi

  Iphang Prayoga

  Muhammad Hasyim Asyari

  260-266

  • PDF

  Abstract View: 1235, PDF Download: 672
  DOI : https://doi.org/10.30865/mib.v7i1.5418
  

• Big Five Personality Detection Based on Social Media Using Pre-Trained IndoBERT Model and Gaussian Naive Bayes

  Ni Made Dwipadini Puspitarini

  Yuliant Sibaroni

  Sri Suryani Prasetiyowati

  267-275

  • PDF

  Abstract View: 734, PDF Download: 387
  DOI : https://doi.org/10.30865/mib.v7i1.5439
  

• Analisis Sentimen Pengguna Twitter Terhadap Kenaikan Harga Bahan Bakar Minyak (BBM) Menggunakan Metode Logistic Regression

  Muhammad Raja Nurhusen

  Jamaludin Indra

  Kiki Ahmad Baihaqi

  276-282

  • PDF

  Abstract View: 1401, PDF Download: 1029
  DOI : https://doi.org/10.30865/mib.v7i1.5491
  

• Penerapan Convolutional Neural Network pada Timbangan Pintar Menggunakan ESP32-CAM

  Hanung Pangestu Rahman

  Jamaludin Indra

  Rahmat Rahmat

  283-291

  • PDF

  Abstract View: 1060, PDF Download: 724
  DOI : https://doi.org/10.30865/mib.v7i1.5469
  

• Penerapan Fuzzy Logic Untuk Menentukan Indeks Massa Tubuh (IMT) Berbasis Internet of Things (IoT)

  Ardi Apriansyah

  Ahmad Fauzi

  Sutan Faisal

  292-299

  • PDF

  Abstract View: 1469, PDF Download: 1725
  DOI : https://doi.org/10.30865/mib.v7i1.5470
  

• Analisis Terhadap Tagar #LGBT di Twitter Menggunakan Analisis Jaringan Sosial (SNA)

  Erwianta Gustial Radjah

  Ade Iriani

  Daniel H.F. Manongga

  300-311

  • PDF

  Abstract View: 1718, PDF Download: 1430
  DOI : https://doi.org/10.30865/mib.v7i1.5476
  

• Analisis Sentimen dan Pemodelan Topik Aplikasi Telemedicine Pada Google Play Menggunakan BiLSTM dan LDA

  Siti Mutmainah

  Dhomas Hatta Fudholi

  Syarif Hidayat

  312-323

  • PDF

  Abstract View: 1659, PDF Download: 1183
  DOI : https://doi.org/10.30865/mib.v7i1.5486
  

• Penerapan Metode WASPAS Pada Sistem Pendukung Keputusan Penentuan Tempat Wisata Kuliner

  Elok Nur Hamdana

  Dina Risky Alin Saputri

  Deasy Sandhya Elya Ikawati

  324-330

  • PDF

  Abstract View: 989, PDF Download: 711
  DOI : https://doi.org/10.30865/mib.v7i1.5330
  

• DevOps Implementation with Enterprise On-Premise Infrastructure

  Muhammad Alvin

  Rizal Fathoni Aji

  331-341

  • PDF

  Abstract View: 994, PDF Download: 501
  DOI : https://doi.org/10.30865/mib.v7i1.5500
  

• Smart Packgaes Box Berbasis Internet Of Things Menggunakan Telegram Bot

  Sri Ayu Nur Hidayati Putri

  Oktaf Brillian Kharisma

  Harris Simaremare

  Abdillah Abdillah

  342-350

  • PDF

  Abstract View: 1075, PDF Download: 713
  DOI : https://doi.org/10.30865/mib.v7i1.5517
  

• Clustering Prevalensi Stunting Balita Menggunakan Agglomerative Hierarchical Clustering

  Maulina Rizky Anggraeni

  Uky Yudatama

  Maimunah Maimunah

  351-359

  • PDF

  Abstract View: 1963, PDF Download: 2115
  DOI : https://doi.org/10.30865/mib.v7i1.5501
  

• Part-of-Speech Tagging Implementation on Telkom University News using Bidirectional LSTM Method

  Rheza Ramadhan Putra

  Donni Richasdy

  Aditya Firman Ihsan

  360-368

  • PDF

  Abstract View: 513, PDF Download: 310
  DOI : https://doi.org/10.30865/mib.v7i1.5506
  

• Sentiment Analysis on Indonesian Movie Review Using KNN Method With the Implementation of Chi-Square Feature Selection

  Imam Prayoga

  Mahendra Dwifebri Purbolaksono

  Adiwijaya Adiwijaya

  369-375

  • PDF

  Abstract View: 1084, PDF Download: 690
  DOI : https://doi.org/10.30865/mib.v7i1.5522
  

• Collaborative Filtering with Dimension Reduction Technique and Clustering for E-Commerce Product

  Daffa Barin Tizard Riyadi

  Z K A Baizal

  376-383

  • PDF

  Abstract View: 780, PDF Download: 372
  DOI : https://doi.org/10.30865/mib.v7i1.5538
  

• Elliott Wave Prediction Using a Neural Network and Its Application to The Formation of Investment Portfolios on The Indonesian Stock Exchange

  Muhammad Rifqi Arrahim Natadikarta

  Deni Saepudin

  384-391

  • PDF

  Abstract View: 790, PDF Download: 945
  DOI : https://doi.org/10.30865/mib.v7i1.5525
  

• Healthy Menu Recommendation for Malnutrition Patients Based on Ontology

  Igga Febrian Virgiani

  Z K A Baizal

  Ramanti Dharayani

  392-399

  • PDF

  Abstract View: 552, PDF Download: 351
  DOI : https://doi.org/10.30865/mib.v7i1.5543
  

• Anti Cheat of Computer Based Test Application in Enterpreneurship Exams using The Multiplicative Random Number Generator Method

  Badrul Anwar

  Ganefri Ganefri

  Asmar Yulastri

  Dicky Nofriansyah

  Asyahri Hadi Nasyuha

  400-408

  • PDF

  Abstract View: 880, PDF Download: 339
  DOI : https://doi.org/10.30865/mib.v7i1.5437
  

• Studi Bibliometrik Jurnal Media Informatika 2018-2022

  Ronal Watrianthos

  Ahmad Habin Sagala

  Rahmi Syafriyeti

  Yuhefizar Yuhefizar

  Mesran Mesran

  409-415

  • PDF

  Abstract View: 1540, PDF Download: 1032
  DOI : https://doi.org/10.30865/mib.v7i1.5559
  

• Penerapan Metode Technique For Order Preference by Similarity To Ideal Solution (TOPSIS) Dalam Pengembangan Desa Terbaik Menggunakan Pembobotan Rank Order Centroid (ROC)

  Lakry Maltaf Putra

  Warkianto Widjaja

  416-425

  • PDF

  Abstract View: 689, PDF Download: 314
  DOI : https://doi.org/10.30865/mib.v7i1.5530
  

• Pengelompokan Hasil Survei MBKM Menggunakan K-Mean dan K-Medoids Clustering

  Mayadi Mayadi

  Siti Setiawati

  Wowon Priatna

  426-435

  • PDF

  Abstract View: 895, PDF Download: 438
  DOI : https://doi.org/10.30865/mib.v7i1.5003
  

• Penerapan Support Vector Machine dan FastText untuk Mendeteksi Hate Speech dan Abusive pada Twitter

  Afdhal Zikri

  Surya Agustian

  436-443

  • PDF

  Abstract View: 1017, PDF Download: 892
  DOI : https://doi.org/10.30865/mib.v7i1.5408
  

• Pengamanan Pada Citra Digital dengan Menggunakan Modifikasi Blok Data Algoritma AES - Rijndael

  Muhammad Haris

  Maya Silvi Lydia

  Sutarman Sutarman

  444-453

  • PDF

  Abstract View: 817, PDF Download: 649
  DOI : https://doi.org/10.30865/mib.v7i1.5458
  

• Reduce Inventory Cost by Implementation of Just In Time Method In Raw Materials Inventory Control Website Application

  Naila Hida Kholik

  Endra Rahmawati

  Pantjawati Sudarmaningtyas

  454-463

  • PDF

  Abstract View: 1608, PDF Download: 824
  DOI : https://doi.org/10.30865/mib.v7i1.5459
  

• Prediksi Volume Sampah di TPSA Banyuurip Menggunakan Metode Backpropagation Neural Network

  Wahyu Santoso

  Maimunah Maimunah

  Pristi Sukmasetya

  464-472

  • PDF

  Abstract View: 1764, PDF Download: 1578
  DOI : https://doi.org/10.30865/mib.v7i1.5499
  

• Pemanfaatan Algoritma BFGS Quasi-Newton untuk Melihat Potensi Perkembangan Luas Tanaman Kopi di Pulau Sumatera

  Safruddin Safruddin

  Elfin Efendi

  Rita Mawarni

  Anjar Wanto

  473-483

  • PDF

  Abstract View: 1636, PDF Download: 1356
  DOI : https://doi.org/10.30865/mib.v7i1.5524
  

• Pengelompokkan Produksi Tanaman Jagung di Sumatera Utara Menggunakan Algoritma K-Medoids

  Safruddin Safruddin

  Joni Wilson Sitopu

  Azwar Anas Manurung

  Indra Satria

  Anjar Wanto

  484-491

  • PDF

  Abstract View: 1245, PDF Download: 1500
  DOI : https://doi.org/10.30865/mib.v7i1.5562
  

• Internet of Things Sebagai Alat Penentuan Lokasi Budidaya Rumput Laut Gracilaria Sp

  Moh Thoriq Afif

  Aulia Desy Nur Utomo

  Anggi Zafia

  492-500

  • PDF

  Abstract View: 975, PDF Download: 775
  DOI : https://doi.org/10.30865/mib.v7i1.5567
  

• Disaster Management Sentiment Analysis Using the BiLSTM Method

  Rachdian Habi Yahya

  Warih Maharani

  Rifki Wijaya

  501-508

  • PDF

  Abstract View: 1138, PDF Download: 357
  DOI : https://doi.org/10.30865/mib.v7i1.5573
  

• Klasifikasi Gerakan Yoga dengan Model Convolutional Neural Network Menggunakan Framework Streamlit

  Mohammad Fikri Nur Syahbani

  Nur Ghaniaviyanto Ramadhan

  509-519

  • PDF

  Abstract View: 1700, PDF Download: 1368
  DOI : https://doi.org/10.30865/mib.v7i1.5520
  

• Personality Classification on Twitter Social Media using BERT

  Yantrisnandra Akbar Maulino

  Warih Maharani

  Prati Hutari Gani

  520-528

  • PDF

  Abstract View: 664, PDF Download: 330
  DOI : https://doi.org/10.30865/mib.v7i1.5597
  

• Analisis Sentimen Kendaraan Listrik Pada Media Sosial Twitter Menggunakan Algoritma Logistic Regression dan Principal Component Analysis

  Youga Pratama

  Danang Triantoro Murdiansyah

  Kemas Muslim Lhaksmana

  529-535

  • PDF

  Abstract View: 2199, PDF Download: 1670
  DOI : https://doi.org/10.30865/mib.v7i1.5575
  

• People Entity Recognition for the English Quran Translation using BERT

  Retno Diah Ayu Ningtias

  Moch. Arif Bijaksana

  536-541

  • PDF

  Abstract View: 549, PDF Download: 211
  DOI : https://doi.org/10.30865/mib.v7i1.5586
  

• Personality Detection On Twitter User With RoBERTa

  Rianda Khusuma

  Warih Maharani

  Prati Hutari Gani

  542-553

  • PDF

  Abstract View: 796, PDF Download: 424
  DOI : https://doi.org/10.30865/mib.v7i1.5598
  

• Comparative Analysis of Personality Detection using Random Forest and Multinomial Naive Bayes

  Azka Zainur Azifa

  Warih Maharani

  Prati Hutari Gani

  554-562

  • PDF

  Abstract View: 594, PDF Download: 243
  DOI : https://doi.org/10.30865/mib.v7i1.5592
  

• Improvement Ranking Accuracy of Weighted Aggregated Sum Product Assessment With Lambda Variable

  Muhadi M. Ilyas Gultom

  Erna Budhiarti Nababan

  Zakarias Situmorang

  563-574

  • PDF

  Abstract View: 707, PDF Download: 236
  DOI : https://doi.org/10.30865/mib.v7i1.5280
  

• Analisis Optimasi Pada Algoritma Long ShortTerm Memory Untuk Memprediksi Harga Saham

  Nur Faridah

  Bambang Sugiantoro

  575-582

  • PDF

  Abstract View: 1169, PDF Download: 1269
  DOI : https://doi.org/10.30865/mib.v7i1.5421