Vol. 6 No. 2 (2026): MALCOM April 2026

Articles

• Implementasi Internet of Things pada Smart Aquaponics Menggunakan Sensor Level Air dan Sensor BH1750 untuk Monitoring Parameter Lingkungan Berbasis Web Dashboard Implementation of an Internet of Things-Based Smart Aquaponics Using Water Level and BH1750 Light Sensors with Web-Based Environmental Monitoring

  Fera Darmayanti, S. Samsugi

  442-452

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  DOI : https://doi.org/10.57152/malcom.v6i2.2582 Abstract View: 222,

• K-Means and Decision Tree Models for Analysis Students Perception of Digital Marketing

  Tesdiq Prigel Kaloka, Ahmadi Marta, Mariyam, Nadila Deryza Syofrin

  453-461

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  DOI : https://doi.org/10.57152/malcom.v6i2.2360 Abstract View: 51,

• Pendekatan Multi-Hirarki untuk Grading Sarang Burung Walet Berdasarkan Deteksi Bentuk dan Klasifikasi Warna Multi-Hierarchical Machine Learning Approach for Edible Bird’s Nest Grading Based on Shape Detection and Color Classification

  Reinhard Alfaries Saemani, Danny Manongga, Hendry Hendry

  462-474

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  DOI : https://doi.org/10.57152/malcom.v6i2.2594 Abstract View: 57,

• Implementation of Machine Learning to Predict The Timeliness of Graduation of Employees on Study Assignment at Company X

  Parenda Rizkya Permata, Imam Yuadi

  475-482

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  DOI : https://doi.org/10.57152/malcom.v6i2.2474 Abstract View: 52,

• Comparative Analysis of ANN, 1D-CNN, and LSTM for Multi-Label Action Prediction in IoT-Based Hydroponic Control Systems

  Reza Octaviany, Suhendro Yusuf Irianto

  483-493

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  DOI : https://doi.org/10.57152/malcom.v6i2.2581 Abstract View: 32,

• Predicting Students’ Mathematics Scores from Reading Scores Using Supervised Learning

  Nofita Fitriyani

  494-503

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  DOI : https://doi.org/10.57152/malcom.v6i2.2555 Abstract View: 63,

• Comparative Analysis of Random Forest, Explainable Boosting Machine and Ensemble Stacking Performance for Hepatitis C Disease Classification

  Anastasia Ngeni Bagur, Irfan Pratama

  504-512

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  DOI : https://doi.org/10.57152/malcom.v6i2.2561 Abstract View: 39,

• Implementasi Perbandingan YOLO v8, v9, dan v11 dalam Penerapan Tata Tertib K3: Deteksi Penggunaan Helm Keselamatan di Lingkungan Konstruksi Implementation and Comparison of YOLO v8, v9, and v11 in Occupational Safety Regulations: Detecting Safety Helmet Usage in Construction Environments

  Rafael Praseli, Nenden Siti Fatonah, Diah Aryani, Hani Dewi Ariessanti

  513-523

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  DOI : https://doi.org/10.57152/malcom.v6i2.2554 Abstract View: 73,

• UI/UX Desain Mobile Apps Skin Check untuk Identifikasi Jenis Kulit dan Rekomendasi Produk SkincareUI/UX Desain Mobile Apps Skin Check untuk Identifikasi Jenis Kulit dan Rekomendasi Produk Skincare UI/UX Design of Mobile Apps Skin Check to Identify Skin Type and Recommend Skincare Products

  Nava Gia Ginasta, Fariz Faqih Firdaus

  524-533

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  DOI : https://doi.org/10.57152/malcom.v6i2.2383 Abstract View: 32,

• Analisis Sentimen Berbasis Aspek pada Ulasan Pariwisata Menggunakan Varian Algoritma K-Nearest Neighbor Aspect-Based Sentiment Analysis of Tourism Reviews Using Variants of the K-Nearest Neighbor Algorithm

  Anastasya Nurfitriyani Hidayat, Ahmad Luky Ramdani, Luluk Muthoharoh

  534-545

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  DOI : https://doi.org/10.57152/malcom.v6i2.2522 Abstract View: 48,

• Unsupervised Text Mining of Employee Feedback for Identifying Organizational Strengths and Improvement Areas

  Febri Ari Wicaksono, Imam Yuadi

  546-554

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  DOI : https://doi.org/10.57152/malcom.v6i2.2482 Abstract View: 32,

• Systematic Review and Bibliometric Mapping on Image Processing in Electronic Health Records

  Amir Hamzah Dinnillah, Fikri Maulana

  555-567

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  DOI : https://doi.org/10.57152/malcom.v6i2.2462 Abstract View: 68,

• Time Series Approach for Analysis and Prediction of Malware Trends Based on Open Source Intelligence

  Tommy Nugraha Manoppo, Abdul Gani Fadhlulrahman, Yudi Prayudi

  568-576

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  DOI : https://doi.org/10.57152/malcom.v6i2.2580 Abstract View: 37,

• Systematic Literature Review of Transfer Learning for Pneumonia Classification in Chest X-Rays

  Erlan Bachtiar, Amir Hamzah Dinnillah, Yan Rianto

  577-590

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  DOI : https://doi.org/10.57152/malcom.v6i2.2470 Abstract View: 34,

• The Lexicon-Based Sentiment Analysis for Stock Price Prediction in Islamic Fashion Industry

  Entis Sutisna; Rahma Dafitri; Dian Daryani

  591-598

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  DOI : https://doi.org/10.57152/malcom.v6i2.2586 Abstract View: 35,

• Performance Comparison of Facial Skin Type Classification Using the Segment Anything Model

  Nisrina Nur Kumala, Asfan Muqtadir, Amaludin Arifia

  599-607

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  DOI : https://doi.org/10.57152/malcom.v6i2.2604 Abstract View: 23,

• Implementasi Algoritma K-Nearest Neighbors dalam Analisis Sentimen Ulasan Aplikasi Bank Aladin Implementation of the K-Nearest Neighbors Algorithm for Sentiment Analysis on Aladin Bank Application Reviews

  Taniya Raisha Dwiva Putri, M. Rudi Sanjaya, MGS Afriyan Firdaus, Dwi Rosa Indah

  608-618

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  DOI : https://doi.org/10.57152/malcom.v6i2.2633 Abstract View: 84,

• Pengaruh ChatGPT Terhadap Peforma Akademik Mahasiswa Menggunakan Algoritma Support Vector Machine The Impact of ChatGPT on Students' Academic Performance Using the Support Vector Machine Algorithm

  Gita Aulia, Sriani Sriani

  619-631

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  DOI : https://doi.org/10.57152/malcom.v6i2.2630 Abstract View: 44,

• Analisis Sentimen Ulasan Pengguna Aplikasi Akupunktur di Play Store Menggunakan Naïve Bayes Sentiment Analysis User Reviews of Acupuncture Applications on Play Store Using Naïve Bayes

  Wahyu Teja Kusuma, Leny Candra Kurniawan, Nindynar Rikatsih, Puspo Wardoyo

  632-639

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  DOI : https://doi.org/10.57152/malcom.v6i2.2620 Abstract View: 37,

• Analisis Perbandingan Kinerja IndoBERT dan TF-IDF dalam Mengklasifikasikan Sentimen EDOM Menggunakan Algoritma K-Nearest Neighbor Comparative Analysis of IndoBERT and TF-IDF Performance in Classifying EDOM Sentiments Using the K-Nearest Neighbor Algorithm

  Tifanny Nabarian, Siti Nurhalizah, Salman El Farisi

  640-650

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  DOI : https://doi.org/10.57152/malcom.v6i2.2614 Abstract View: 50,

• Desain dan Implementasi Sistem Presensi Portabel Berbasis Internet of Things dengan Validasi Multi-Faktor untuk Akuntabilitas Tenaga Kerja Lapangan Design and Implementation of a Portable Internet of Things-Based Attendance System with Multi-Factor Validation for Field Workforce Accountability

  Marhaeni Marhaeni, Riadi Marta Dinata, Agus Sofwan, Dikky Suryadi, Niko Purnomo

  651-662

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  DOI : https://doi.org/10.57152/malcom.v6i2.2618 Abstract View: 39,

• Implementasi Metode Hybrid Backpropagation Neural Network dan Particle Swarm Optimization untuk Prediksi Konsumsi Listrik Rumah Tangga Berdasarkan Golongan Tarif Implementation of Hybrid Backpropagation Neural Network and Particle Swarm Optimization for Predicting Household Electricity Consumption Based On Tariff Categories

  Yuni Artha Chyntia Saragih, Erma Suryani

  663-673

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  DOI : https://doi.org/10.57152/malcom.v6i2.2519 Abstract View: 19,

• Segmentasi Pelanggan Kartu Halo Telkomsel Berbasis K-Means di Wilayah Sumbagsel K-Means-Based Customer Segmentation of Telkomsel Kartu Halo in the Sumbagsel

  Muhammad Bayu Samudra, Alifa Putri Shahabiyah, Aliya Faiza, Edo Wicaksono, Ken Ditha Tania, Allsella Meiriza, Ahmad Rifai

  674-683

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  DOI : https://doi.org/10.57152/malcom.v6i2.2607 Abstract View: 53,

• Penentuan Metode MOORA pada Sistem Pendukung Keputusan Penentuan Tempat Praktik Kerja Lapangan Determination of the MOORA Method in the Decision Support System for Determining Field Work Practice Location

  Zilan Nazmi Dalimunthe, Arridha Zikra Syah, Febby Madonna Yuma

  684-694

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  DOI : https://doi.org/10.57152/malcom.v6i2.2599 Abstract View: 21,

• Penerapan Model Recency, Frequency, Monetary untuk Segmentasi Pola Perilaku Pelanggan Indibiz Application of the Recency, Frequency, Monetary Model for Segmentation of Indibiz Customer Behavior Patterns

  Aulia Pinkasari, Meiyin Monica Amilia Putri, Gibral Abdurahman, Ahmad Fadhil Rizqi, Ken Ditha Tania, Allsela Meiriza, Ahmad Rifai

  695-704

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  DOI : https://doi.org/10.57152/malcom.v6i2.2611 Abstract View: 24,

• Perbandingan Model Klasifikasi Supervised Machine Learning dalam Knowledge Discovery Layanan TI Pertamina Prabumulih Comparison of Supervised Machine Learning Classification Models in Knowledge Discovery of Pertamina Prabumulih IT Services

  Shafa Aurelliza Arian, Putri Rahel Alifia, Bagus Prihantoro, Muhammad Iqbal Disriansyah, Ken Ditha Tania, Alsella Meiriza, Ahmad Rifai

  705-715

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  DOI : https://doi.org/10.57152/malcom.v6i2.2617 Abstract View: 31,

• Penerapan Database Tuning Melalui Indexing dan Optimasi Query pada Sistem Kuesioner Akademik Implementation of Database Tuning Through Indexing and Query Optimization in an Academic Questionnaire System

  Ikhwan Ikhwan, Angga Pramadjaya

  716-725

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  DOI : https://doi.org/10.57152/malcom.v6i2.2610 Abstract View: 30,

• Tinjauan Literatur Sistematis Tentang Algoritma Deteksi Objek untuk Sistem Otonom: Evaluasi Arsitektur CNN, Tantangan Dataset, dan Strategi Implementasi Systematic Literature Review on Object Detection Algorithms for Autonomous Systems: Evaluation of CNN Architectures, Dataset Challenges, and Implementation Strategies

  Mohammad Yasser Arafat, Muhammad Bagus Andra

  726-736

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  DOI : https://doi.org/10.57152/malcom.v6i2.2584 Abstract View: 20,

• Performance Evaluation of the DHT11 Sensor for MATLAB-Based Temperature and Humidity Measurements

  Muhammad Chusni Marzuki, Ulul Ilmi, Arif Budi Laksono, Eko Wahyu Santoso, Abdur Rohman Wakhid

  737-749

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  DOI : https://doi.org/10.57152/malcom.v6i2.2565 Abstract View: 22,

• Segmentasi Spasio-Temporal Performa Penjualan Produk Sepatu Menggunakan Algoritma K-Means Spatio-temporal Segmentation of Footwear Sales Performance Using the K-Means Algorithm

  Shindy Yuliyatini, Eva Yulyanti, Gandung Triyono

  750-761

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  DOI : https://doi.org/10.57152/malcom.v6i2.2609 Abstract View: 31,

• Estimasi Tax Gap Indonesia: Analisis Diskrepansi PDRB Resmi Berdasarkan Nighttime Lights Berbasis Machine Learning Estimating Indonesia's Tax Gap: Analysis of Discrepancies in Official GRDP Based on Machine Learning-Based Nighttime Lights

  Fachri Husein Harahap

  762-774

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  DOI : https://doi.org/10.57152/malcom.v6i2.2568 Abstract View: 15,

• Adoption Without Optimization: Text Mining and Business Intelligence Analysis on Culinary SME Digital Literacy

  Rahma Dafitri, Dian Daryani, Entis Sutisna

  775-787

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  DOI : https://doi.org/10.57152/malcom.v6i2.2622 Abstract View: 16,

• Sistem Analitik Umpan Balik YouTube Berbasis Big Data dan Generative AI Big Data-Based YouTube Feedback Analytics Architecture with Generative AI Integration

  Asro Asro, Novi Rukhviyanti

  788-799

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  DOI : https://doi.org/10.57152/malcom.v6i2.2626 Abstract View: 11,

• Analisis Sentimen Analisis Sentimen Ulasan Aplikasi Telemedicine di Indonesia Menggunakan XLM-RoBERTa dan Non-Negative Matrix Factorization untuk Mendukung Sustainable Development Goal 3 Sentiment Analysis of Telemedicine App Reviews in Indonesia Using XLM-RoBERTa and Non-Negative Matrix Factorization for Supporting Sustainable Development Goal 3

  Asha Sembiring, M. Imam Santoso, Alfan Ramadhan Sembiring

  800-809

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  DOI : https://doi.org/10.57152/malcom.v6i2.2621 Abstract View: 18,

• Multivariat Support Vector Regression untuk Peramalan Permintaan Suku Cadang Intermittent pada Industri Perkeretaapian Multivariate Support Vector Regression for Intermittent Spare Parts Demand Forecasting in the Railway Industry

  Syayid Al Afghoni, Iwan Vanany

  810-820

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  DOI : https://doi.org/10.57152/malcom.v6i2.2549 Abstract View: 7,

• Penerapan Data Mining untuk Prediksi Permintaan Obat Menggunakan Algoritma Regresi Linier Implementation of Data Mining for Drug Demand Prediction Using Linear Regression Algorithm

  Hafiz Pramuji Almi, Hambali Hambali, Ari Dermawan

  821-828

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  DOI : https://doi.org/10.57152/malcom.v6i2.2615 Abstract View: 10,

• Analisis Ulasan Sentimen pada Aplikasi Mobile BSB Menggunakan Algoritma Convolutional Neural Networks dan Support Vector Machine Sentiment Review Analysis on the BSB Mobile Application Using Convolutional Neural Networks and Support Vector Machine Algorithm

  Muhamamad Faza, M. Rudi Sanjaya, Ali Ibrahim, M. Husni Syahbani

  829-838

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  DOI : https://doi.org/10.57152/malcom.v6i2.2637 Abstract View: 12,

• Analisis Komparatif Arsitektur MobileNet untuk Klasifikasi Tipe Jerawat pada Citra Wajah Comparative Analysis of MobileNet Architectures for Acne Type Classification on Facial Images

  Sukma Syafika, Susi Marianingsih

  839-851

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  DOI : https://doi.org/10.57152/malcom.v6i2.2643 Abstract View: 0,

• Spatial Modeling of Highly Dispersed Poverty Data in East Java Using the Geographically Weighted Negative Binomial Regression Method

  Nova Putri Dwi Sugiarti, Trimono Trimono, Shindi Shella May Wara

  852-864

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  DOI : https://doi.org/10.57152/malcom.v6i2.2636 Abstract View: 0,

• Implementation of Time Series Forecasting for Inflation Prediction in Indonesia

  Mustakim Mustakim, Wahyu Eka Putra, Hartono Hartono

  865-874

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  DOI : https://doi.org/10.57152/malcom.v6i2.2172 Abstract View: 0,

• Klasifikasi Jenis Sayuran Berbasis Citra Menggunakan Convolutional Neural Network dengan Penyediaan Informasi Kandungan Nutrisi Image-Based Vegetable Type Classification Using Convolutional Neural Network with Nutritional Content Information Provision

  Intan Idaman Halawa, Choirul Basir

  875-885

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  DOI : https://doi.org/10.57152/malcom.v6i2.2267 Abstract View: 0,

• Comparative Sentiment Analysis of TheoTown Reviews on Steam and Google Play Store Using Support Vector Machine

  Shanda Aura, Dian Novianto

  886-896

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  DOI : https://doi.org/10.57152/malcom.v6i2.2661 Abstract View: 0,

• Implementasi Model Klasifikasi Decision Tree untuk Evaluasi Kinerja Organisasi dan Dukungan Pengambilan Keputusan Implementation of Decision Tree Classification Model for Organizational Performance Evaluation and Decision Support

  Tamara Juliyanti, Xenia Clarissa Valencia Marpaung, Nanda Salsabila Az-Zahra, Silvia Nabilaputri, Allsela Meiriza, Ken Ditha Tania, Ahmad Rifai

  897-907

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  DOI : https://doi.org/10.57152/malcom.v6i2.2646 Abstract View: 0,

• Perancangan Tata Kelola TI Laboratorium Internet of Things PNUP Menggunakan Kerangka COBIT 2019 IT Governance Design for PNUP Internet of Things Laboratory Using the COBIT 2019 Framework

  Amhar Davi Dewantara, Iin Karmila Yusri, Budy Santoso

  908-922

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  DOI : https://doi.org/10.57152/malcom.v6i2.2668 Abstract View: 0,

• Perbandingan Support Vector Machine dan Naïve Bayes untuk Klasifikasi Sentimen Ulasan E-Commerce Comparison of Support Vector Machine and Naïve Bayes for E-Commerce Review Sentiment Classification

  Dita Nurmadewi, Zakiul Fahmi Jailani, Haris Rafi, Dimas Aryo Anggoro, Dewi Setiowati

  923-933

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  DOI : https://doi.org/10.57152/malcom.v6i2.2648 Abstract View: 0,