Vol. 23 No. 2 (2024)

View Vol. 23 No. 2 (2024)

We are pleased to announce that Volume 23, Issue 2 of MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer, has recently been published. This latest issue features contributions from 66 authors from 4 different countries (Indonesia, Malaysia, Uzbekistan, and Iraq). There are 4 overseas, 7 public, and 15 private institutions, namely Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia, Northern Technical University, Mosul, Iraq, Samarkand Institute of Economics and Service, Samarkand, Uzbekistan, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia, Politeknik Angkatan Darat, Malang, Indonesia, Universitas Malikussaleh, Aceh, Indonesia, Universitas Negeri Malang, Malang, Indonesia, Universitas Islam Negeri Sunan Ampel, Surabaya, Indonesia, PLN Nusantara Power, Surabaya, Indonesia, Universitas Negeri Semarang, Semarang, Indonesia, Universitas Pembangunan Nasional Veteran Yogyakarta, Indonesia, Universitas Bhayangkara Jakarta Raya, Bekasi, Indonesia, Universitas Teknologi Yogyakarta, Yogyakarta, Indonesia, Universitas Bumigora, Mataram, Indonesia, Universitas Dian Nusnwantoro, Semarang, Indonesia, Telkom University, Bandung, Indonesia, Universitas Muhammadiyah Purworejo, Purworejo, Indonesia, Universitas Amikom Yogyakarta, Yogyakarta, Indonesia, Universitas Nusa Putra, Sukabumi, Indonesia, Sampoerna University, Jakarta, Indonesia, Universitas Muhammadiyah Sidoarjo, Sidoarjo, Indonesia, Institut Teknologi dan Bisnis Asia Malang, Malang, Indonesia, Institut Keuangan-Perbankan dan Informatika Asia Perbanas, Jakarta, Indonesia, Universitas Kristen Satya Wacana University, Salatiga, Indonesia, Universitas Ahmad Dahlan,Yogyakarta, Indonesia, and Universitas Muhammadiyah Malang, Malang, Indonesia.

DOI: https://doi.org/10.30812/matrik.v23i2
Published: 2024-03-30

Full Issue

Articles

  • Hostage Liberation Operations using Wheeled Robots Based on LIDAR (Light Detection and Ranging) Sensors

    Kasiyanto Kasiyanto, Aripriharta Aripriharta, Dekki Widiatmoko, Dodo Irmanto, Muhammad Cahyo Bagaskoro
    243-258
    DOI: https://doi.org/10.30812/matrik.v23i2.3493
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3493

  • Comparing Long Short-Term Memory and Random Forest Accuracy for Bitcoin Price Forecasting

    Munirul Ula, Veri Ilhadi, Zailani Mohamed Sidek
    259-272
    DOI: https://doi.org/10.30812/matrik.v23i2.3267
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3267

  • Power Efficiency using Bank Capacitor Regulator on Field Service Shoes with Fast Charge Method

    Dekki Widiatmoko, Aripriharta Aripriharta, Kasiyanto Kasiyanto, Dodo Irmanto, Muchamad Wahyu Prasetyo
    273-284
    DOI: https://doi.org/10.30812/matrik.v23i2.3494
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3494

  • Regional Clustering Based on Types of Non-Communicable Diseases Using k-Means Algorithm

    Tb Ai Munandar, Ajif Yunizar Yusuf Pratama
    285-296
    DOI: https://doi.org/10.30812/matrik.v23i2.3352
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3352

  • Learning Accuracy with Particle Swarm Optimization for Music Genre Classification Using Recurrent Neural Networks

    Muhammad Rizki, Arief Hermawan, Donny Avianto
    297-308
    DOI: https://doi.org/10.30812/matrik.v23i2.3037
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3037

  • Modeling the Farmer Exchange Rate in Indonesia Using the Vector Error Correction Model Method

    Yuniar Farida, Afanin Hamidah, Silvia Kartika Sari, Lutfi Hakim
    309-322
    DOI: https://doi.org/10.30812/matrik.v23i2.3407
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3407

  • Optimizing Treatment of Herbal Plant Using SOPHERBAL Android Application Fordward Chaining Method

    Muhamad Azwar, Eka Nurul Qomaliyah, Nurul Indriani
    323-332
    DOI: https://doi.org/10.30812/matrik.v23i2.3371
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3371

  • Comparison of DenseNet-121 and MobileNet for Coral Reef Classification

    Heru Pramono Hadi, Eko Hari Rachmawanto, Rabei Raad Ali
    333-342
    DOI: https://doi.org/10.30812/matrik.v23i2.3683
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3683

  • Improving Performance Convolutional Neural Networks Using Modified Pooling Function

    Achmad Lukman, Wahju Tjahjo Saputro, Erni Seniwati
    343-352
    DOI: https://doi.org/10.30812/matrik.v23i2.3763
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3763

  • Enhancing Predictive Models: An In-depth Analysis of Feature Selection Techniques Coupled with Boosting Algorithms

    Neny Sulistianingsih, Galih Hendro Martono
    353-364
    DOI: https://doi.org/10.30812/matrik.v23i2.3788
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3788

  • Detecting Hidden Illegal Online Gambling on .go.id Domains Using Web Scraping Algorithms

    Muchlis Nurseno, Umar Aditiawarman, Haris Al Qodri Maarif, Teddy Mantoro
    365-378
    DOI: https://doi.org/10.30812/matrik.v23i2.3824
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3824

  • Educational Data Mining: Multiple Choice Question Classification in Vocational School

    Sucipto Sucipto, Didik Dwi Prasetya, Triyanna Widiyaningtyas
    379-388
    DOI: https://doi.org/10.30812/matrik.v23i2.3499
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3499

  • Unsafe Conditions Identification Using Social Networks in Power Plant Safety Reports

    Annisa’ul Mubarokah, Rita Ambarwati, Dedy Dedy, Mashhura Toirхonovna Alimova
    389-404
    DOI: https://doi.org/10.30812/matrik.v23i2.3883
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3883

  • Enhancing Accuracy in Stock Price Prediction: The Power of Optimization Algorithms

    Vivi Aida Fitria, Lilis Widayanti
    405-418
    DOI: https://doi.org/10.30812/matrik.v23i2.3785
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3785

  • Optimization of SVM and Gradient Boosting Models Using GridSearchCV in Detecting Fake Job Postings

    Rofik Rofik, Roshan Aland Hakim, Jumanto Unjung, Budi Prasetiyo, Much Aziz Muslim
    419-430
    DOI: https://doi.org/10.30812/matrik.v23i2.3566
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3566

  • Forecasting the Poverty Rates using Holt’s Exponential Smoothing

    Riza Prapascatama Agusdin, Sylvert Prian Tahalea, Vynska Amalia Permadi
    431-440
    DOI: https://doi.org/10.30812/matrik.v23i2.2672
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.2672

  • Sentiment Analysis of e-Government Service Using the Naive Bayes Algorithm

    Winny purbaratri, Hindriyanto Dwi Purnomo, Danny Manongga, Iwan Setyawan, Hendry Hendry
    441-452
    DOI: https://doi.org/10.30812/matrik.v23i2.3272
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3272

  • DenseNet Architecture for Efficient and Accurate Recognition of Javanese Script Hanacaraka Character

    Egi Dio Bagus Sudewo, Muhammad Kunta Biddinika, Abdul Fadlil
    453-464
    DOI: https://doi.org/10.30812/matrik.v23i2.3855
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3855

  • Implementation of Neural Machine Translation in Translating from Indonesian to Sasak Language

    Helna Wardhana, I Made Yadi Dharma, Khairan Marzuki, Ibjan Syarif Hidayatullah
    465-476
    DOI: https://doi.org/10.30812/matrik.v23i2.3465
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3465

  • Stroke Prediction with Enhanced Gradient Boosting Classifier and Strategic Hyperparameter

    Dela Ananda Setyarini, Agnes Ayu Maharani Dyah Gayatri, Christian Sri Kusuma Aditya, Didih Rizki Chandranegara
    477-490
    DOI: https://doi.org/10.30812/matrik.v23i2.3555
    Abstract Viewed : 0 | pdf Download : 0 | DOI https://doi.org/10.30812/matrik.v23i2.3555