Vol. 9 No. 4 (2025): August 2025

View Vol. 9 No. 4 (2025): August 2025

Journal of Applied Informatics and Computing (JAIC)
Volume : 9 | Number : 4 | August 2025 | e-ISSN : 2548-6861

Frequency : 6 issue per year (starting in 2025)
Publisher : Politeknik Negeri Batam
DOI : prefix 10.30871 by Crossref
Indexing : DOAJ, Sinta3, Ebsco, etc

This edition features 100 articles contributed by researchers, lecturers, and students from various higher education institutions across six countries: Indonesia, Zimbabwe, South Africa, the Democratic Republic of the Congo, Ghana, and Cameroon. This diversity of contributors underscores the journal’s role as an international platform for sharing knowledge and fostering innovation in applied informatics and computing. All articles in this edition are accredited under Sinta 3, in accordance with the Decree of the Director General for Strengthening Research and Development, Ministry of Research, Technology, and Higher Education, Number 79/E/KPT/2023.
Acceptance Rate 43% , Rejection Rate 57% (Periode Vol. 9 No.4 --> 2025-06-01 - 2025-08-01)
Download : Cover || Open Access : Full Article || Certificate : Sinta3

DOI: https://doi.org/10.30871/jaic.v9i4

Published: 2025-08-03

Articles

Information Cascades in Professional Networks: A Graph-Based Study of LinkedIn Post Engagement

Zvinodashe Revesai, Murimo Bethel Mutanga, Tarirai Chani

1088-1102
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Analyzing and Controlling COVID-19 Using SageMath Toolbox: A case Study in the D.R. Congo

Herman MATONDO MANANGA, Pokuaa Gambrah Patience, Nguemfouo Marcial, Milolo Kanumuambidi Lea-Irène, Kasende Mundeke Peter, Consolant Majegeza Benjamin

1103-1114
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Implementation of Blockchain Smart Contract for Online Concert Ticket Transactions Based on NFTs

Anak Agung Lingga Pratyaksa Nugraha, Ni Wayan Emmy Rosiana Dewi , Fajar Purnama

1115-1126
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Human Vulnerabilities to Social Engineering Attacks: A Systematic Literature Review for Building a Human Firewall

Muhammad Shofian Tsauri

1127-1136
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Leveraging Convolutional Neural Networks for Multiclass Waste Classification

Apriandy Angdresey, Indah Yessi Kairupan, Andre Gabriel Mongkareng

1137-1145
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Detection of Qur’anic Ikhfa Patterns in Digital Images Using Binary Similarity Distance Measures (BSDM) with 3W-Jaccard Formula

Ririn Julianansa, Fadlisyah, Yesy Afrillia

1146-1153
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Stock Sentiment Prediction of LQ-45 Based on News Articles Using LSTM

Kristina Kristina, Agus Dwi Suarjaya, Cahyawan Wiranatha

1154-1162
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Performance Comparison of Random Forest, SVM, and XGBoost Algorithms with SMOTE for Stunting Prediction

Maulana As'an Hamid, Egia Rosi Subhiyakto

1163-1169
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Real-Time Detection of Coffee Cherry Ripeness Using YOLOv11

Anis Ilyana, Nurdin Nurdin, Maryana Maryana

1170-1178
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Real-Time Braille Letter Detection System Using YOLOv8

Reyshano Adhyarta Himawan, Eko Hari Rachmawanto, Christy Atika Sari

1179-1190
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Real-Time Drug Classification Using YOLOv11 for Reducing Medication Errors

Joshua Lungido, Eko Hari Rachmawanto

1191-1200
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Determining Eligibility for Smart Indonesia Program (PIP) Recipients Using the Backpropagation Method

Ghinni Rizkya, Nurdin Nurdin, Rini Meiyanti

1201-1206
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A Banana Disease Detection Using MobileNetV2 Model Based on Adam Optimizer

Muhammad Syifa Aryanta, Christy Atika Sari, Eko Hari Rachmawanto

1207-1218
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Clustering of the Air Pollution Standard Index (ISPU) in the Province of DKI Jakarta Using the CLARANS Algorithm

Adelia Ramadhina Azzahra, Nasywa Azzah Nabila, Mohammad Idhom, Trimono Trimono

1219-1226
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Performance Analysis of Deep Learning Model Quantization on NPU for Real-Time Automatic License Plate Recognition Implementation

Daniel Alexander, Wildanil Ghozi

1227-1233
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Dendritic ShuffleNetV2 Model for Alzheimer’s Disease Imaging Classification

Riandika Fathur Rochim, I Gusti Ngurah Lanang Wijayakusuma

1234-1241
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Prototype of Implementation of Smart Contract for Blockchain-Based Document Storage

Annes Maria Pangidoan, Putu Wira Buana, Fajar Purnama

1242-1253
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Performance Comparison of Embeddings and Keyword Selection Methods in Enterprise Document

Putri Cristin, Brenda Natalia, Joseph Clio Limantara, Sarwosri

1254-1265
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Enhancing the Encryption Capabilities of the Generalization of the ElGamal Algorithm for Document Security

Imanuel Zega, Bagas Dwi Yulianto

1266-1271
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Static Analysis-Based Security Enhancement for Mobile Applications Using Mobile Security Framework (MOBSF)

Putri Nur Izzati, Kasmawi Kasmawi

1272-1279
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Layered Image Encryption Method Based on Combination of Logistic Map, Henon Map, and Sine Map to Enhance Digital Image Security

Amir Musthofa, De Rosal Ignatius Moses Setiadi

1280-1289
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IoT-Based UPS Device Electricity Usage Monitoring System with MQTT Protocol

Adit Oktopryadin, Adi Purnama

1290-1300
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Comparative Study of Support Vector Regression and Long Short-Term Memory for Stock Price Prediction

Aviva Pradasyah, Anna Baita

1301-1311
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UAV Image Classification of Oil Palm Plants Using CNN Ensemble Model

Merinda Lestandy, Adhi Nugraha

1312-1318
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Sentiment Classification of MyPertamina Reviews Using Naïve Bayes and Logistic Regression

Dwi Yuni Saraswati, Maya Rini Handayani, Khothibul Umam, Mokhamad Iklil Mustofa

1319-1325
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Comparative Analysis of ResNet50V2, ResNet152V2, and MobileNetV2 Architectures in Monkeypox Classification

Habi Jiyan Mustaqim, Ozzi Suria

1326-1331
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Hybrid Decomposition ICEEMDAN-EWT Deep Learning Framework for Wind Speed Forecasting

Dedi Arman Alif Hidayat; Muhamad Hilmil Muchtar Aditya Pradana , Ahmad Saikhu

1332-1345
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Lung Segmentation in X-ray Images of Tuberculosis Patients Using U-Net with CLAHE Preprocessing

Ibnu Farid Mabina, Christy Atika Sari, Eko Hari Rachmawanto

1346-1353
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Visual Segmentation and Classification of Coffee Beans After Roasting

Firdaus Alamanda, Rudy Susanto, Wiji Lestari

1354-1362
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YOLOv11-Based Detection of Indonesian Traffic Signs: Transfer Learning vs. From-Scratch Training

Ibnu Cipta Ramadhan, Akhmad Hendriawan, Hary Oktavianto

1363-1373
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Scientific Paper Recommendation System: Application of Sentence Transformers and Cosine Similarity Using arXiv Data

Ananda Pannadhika Putra, Desy Purnami Singgih Putri, AA.Kt.Agung Cahyawan Wiranatha

1374-1382
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Esscore: An OCR-Based Android App for Scoring Short Handwritten Answer Using Levenshtein Distance

Krisna Apriana, I Made Agus Dwi Suarjaya, Ni Kadek Dwi Rusjayanthi

1383-1393
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Topic Modeling of Skincare Comments from Female Daily

Nabila Nabila, Chanifah Indah Ratnasari

1394-1405
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Application of Linear Discriminant Analysis Method With Gray Level Cooccurrence Matrix Method for Classification of Lung Disease Diagnosis Based on X-Ray Results

Nuriana Nuriana, Zahratul Fitri, Ar Razi

1406-1414
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Eye Disease Classification Using EfficientNet-B0 Based on Transfer Learning

I Dewa Ayu Pradnya Pratiwi Tentriajaya, I Gusti Ngurah Lanang Wijayakusuma

1415-1422
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Implementation of Convolutional Neural Networks (CNN) for Breast Cancer Detection Using ResNet18 Architecture

Hagia Sofia Siden, I Gusti Ngurah Lanang Wijayakusuma

1423-1430
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Stunting Risk Detection and Food Recommendation via Maternal Diagnosis Using the CF Method

Al Kautsar, Asrianda Asrianda, Yesy Afrillia

1431-1440
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Implementation of the K-Nearest Neighbor Algorithm for Birth Rate Prediction

Akhyar Alhafiz, Rakhmat Kurniawan R.

1441-1450
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Implementation of The Logistic Regression Algorithm to Analyze Poverty Factors in Aceh Province

Mursyidah Mursyidah, Rozzi Kesuma Dinata, Zara Yunizar

1451-1462
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Implementation of Text Mining for Evaluating the Relevance Between News Headlines and Content on a Web-Based Platform

Desak Gede Inten Purnawati, Desy Purnami Singgih Putri, I Nyoman Piarsa

1463-1476
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Spatial Distribution Patterns of Urban Growth, Dasymetric Mapping, and Air Pollution Standard Index (ISPU) in Bogor Regency (2018-2023)

Alfarisi Ramadhan, Erwin Hermawan, Sahid Agustian Hudjimartsu

1477-1489
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Classification of the Number of Malaria Cases in Asahan Regency Using Random Forest Application

Naza Amarianda, Eva Darnila, Lidya Rosnita

1490-1497
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Classification of Nutritional Status Using the Fuzzy Mamdani Method : Case Study at Banjar City Hospital

Muhammad Satria Nugraha, Fadil Indra Sanjaya

1498-1505
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Comparison of FMADM TOPSIS and FMADM WP in Determining Recipients of the Family Hope Program (PKH) Assistance

Novianti Puspitasari, Wendy Kurniati, Heliza Rahmania Hatta

1506-1512
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Clustering Korean Drama Viewers’ Preferences for Marketing Strategy Optimization Using the K-Means Algorithm on the MyDramaList Platform

Sulistina Nabilla, Agung Nugroho, Isria Miharti Mahaerni Putri

1513-1524
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Exploring AI-Based Music Tool Affordances to Enhance Gen Z Creativity: A Study Using Affordance Theory in Papua

Charles Padwa, Ratna Juita, Dedi I. Inan, Muhammad Indra

1525-1536
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Implementation of the Hybrid K-Nearest Neighbour Algorithm for Dangdut Music Sub-Genre Classification

Tria Hikmah Fratiwi, I Gede Harsemadi, Putu Tjintia Kencana Dewi, Luh Rediasih, M. Alvinnur Filardi, I Dewa Made Dharma Putra Santika

1537-1543
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Hierarchical Clustering of Education Indicators in Papua Island: A Ward’s Method Approach

Ifa Prastika, Devni Prima Sari

1544-1550
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Implementation of Support Vector Machine for Classifying User Reviews on the Sentuh Tanahku Application

Ayu Febriani, Khotibul Umam, Mokhammad Iklil Mustofa

1551-1558
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Comparative Analysis of the C5.0 Algorithm and Other Machine Learning Models for Early Detection of Multi-Class Heart Disease

Mardhatillah Mardhatillah, Hafizh Al-Kautsar Aidilof, Asrianda Aidilof

1559-1568
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Implementation of ResNet-50-Based Convolutional Neural Network For Mobile Skin Cancer Classification

Asriani Asriani, Nouval Trezandy Lapatta, Deny Wiria Nugraha, Amriana Amriana, Wirdayanti Wirdayanti

1969-1577
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Few-Shot Learning for Classifying Genuine and Bot Comments on YouTube Using Transformer Models

Nahdah Fikriah Nst, Defry Hamdhana, Mukti Qamal

1578-1586
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SMOTE and Weighted Random Forest for Classification of Areas Based on Health Problems in Java

Erwan Setiawan, Bagus Sartono, Khairil Anwar Notodiputro

1587-1592
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Design of an Internet of Things (IoT)-Based Fish Feeder System Using an Android Application

Zulham Ariyandi, Taufiq Taufiq, Nunsina Nunsina

1593-1601
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Minimalist DevStack Deployment: An Analysis of Performance and Swap Utilization

Marco Kristyanto, Ahmad Miftah Fajrin

1602-1609
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A Comparison of MobileNetV2 and VGG16 Architectures with Transfer Learning for Multi-Class Image-Based Waste Classification

Raffa Adhi Kumala, Christy Atika Sari, Eko Hari Rachmawanto

1610-1624
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Detection and Localization of Brain Tumors on MRI Images Using the YOLO Algorithm

Zaky Indra Bayu Satria, Catur Supriyanto

1625-1632
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Detection of Ripeness in Oil Palm Fresh Fruit Bunches Using the YOLO12S Algorithm on Digital Images

Linnda Prawidya Nur'aini, Majid Rahardi

1633-1638
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Personal Protective Equipment Completeness Monitoring System Using YOLO-Based Computer Vision

Baasith Khoiruddin Akmal, Wiji Lestari, Afu Ichsan Pradana

1639-1647
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Development of a Classification Model for Underpriced Issuers Using Machine Learning Algorithms

Defitra Hidayatullah, Ihsan Jatnika

1648-1654
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Clustering and Forecasting Implementation for Medical Consumables Stock Reccomendation

Fahri Setia Darma, Tedy Setiadi

1655-1662
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Early Detection of Type 2 Diabetes Using C4.5 Decision Tree Algorithm on Clinical Health Records

Hani Setiani, Muhammad Noor Arridho, Supriyanto Supriyanto

1663-1669
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Security Risk Analysis of QRIS Implementation in Public Locations Using ISO 31000:2018 Framework

M. Fadhli Ma'arif, Melwin Syafrizal, Jeki Kuswanto, Aiko Nur Hendry Yansyah

1670-1680
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Prediction of Cyberbullying in Social Media on Twitter Using Logistic Regression

Santi Prayudani, Lilis Tiara Adha, Tika Ariyani, Arif Ridho Lubis

1681-1686
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Web-Based F&B Lazatto Product Sales and Stock Prediction System with Double Moving Average (DMA) Method

Dzira Faza Zarasky, Muhamad Alda

1687-1694
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Polynomial Integrated PLS Regression for Predicting Corrosion Inhibition Efficiency of Ionic Liquids

Petrus Praditya Aswangga, Muhammad Akrom

1695-1700
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Turtle Dove Classification Using CNN Algorithm With MobileNetV2 Transfer Learning

Muhammad Minanul Lathif, Sendi Novianto

1701-1708
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Application of CNN-BiLSTM Algorithm for Ethereum Price Prediction

Hakam Dzakwan Diash, Vannesa Nathania, Mohammad Idhom, Trimono Trimono

1709-1714
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Topic Clustering of Student Complaints Based on Semantic Meaning Using the indoBERT and K-Means Models

Gede Herdian Setiawan, Made Doddy Adi Pranata, Ida Bagus Alit Arimbawa, I Wayan Paramarta Giri, Ni Putu Leona Carisa Dayani

1715-1721
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Evaluation of a Virtual Reality-Based Introduction to Hazardous and Toxic Waste Management Using the Technology Acceptance Model

Denaldi Rananda Saputra, Tranggono Tranggono, Mega Cattleya Prameswari Annisa Islami

1722-1729
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Evaluating the Performance of an LBS-Based Waste Reporting Application for Digital Waste Management

Najirah Umar, Billy Eden William Asrul, Yuyun Wabula

1730-1739
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Mental Health Classification Using Naïve Bayes and Random Forest Algorithms

Muhammad Jazum Faisti, R. Hadapiningradja Kusumodestoni, Gentur Wahyu Nyipto Wibowo

1740-1750
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IoT-Based Prediction of Ornamental Plant Water Needs Using Sugeno Fuzzy Algorithm

Reiza Hersa Dwitama, Novita Kurnia Ningrum

1751-1759
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Design of an IoT-Based Air Quality System with Web Integration in a Palm Oil Mill Environment

Sigid Nur Rohim, Uyock Anggoro Saputro

1760-1769
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Mushroom Classification Using Convolutional Neural Network MobileNetV2 Architecture for Overfitting Mitigation and Enhanced Model Generalization

Fauzan Arif Prayogi, Fariz Hasim Arvianto, Dimas Rizki Pratama, Sugiyanto Sugiyanto

1770-1777
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Implementation of Convolutional Neural Network in Image-Based Waste Classification

Adila Qurrota A'yun, Suhartono Suhartono, Tri Mukti Lestari

1778-1784
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Application of Artificial Neural Network (MLP) for Multivariate Analysis of Stunting Causes in Indonesia

Muhammad Diva Irnanda, Ananta Surya Pratama, Fawwaz Azhima Putra, Sugiyanto Sugiyanto

1785-1792
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Image Classification of Red Dragon Fruit Ripeness Levels Using HSV Color Moments and the K-NN Algorithm

Nadia Br Sembiring, M. Fakhriza

1793-1799
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Browser-Based Detection of Harmful Content with Deep Learning Model

Ni Made Deni Sikiandani, I Made Agus Dwi Suarjaya, Yohanes Perdana Putra

1800-1811
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Decision Support System for Sunscreen Selection Based on Facial Skin Concerns Using the Analytic Network Process

Andriani Sitorus, M. Fakhriza

1812-1816
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Comparative Study of Linear Regression, SVR, and XGBoost for Stock Price Prediction After a Stock Split

Muhammad Yusuf Andrika, Majid Rahardi

1817-1824
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Comparison of Hyperparameter Tuning in Decision Tree and Random Forest Algorithms for Song Genre Classification

Anindita Maitsa, Nurul Annisa Winarsih

1825-1834
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Enhancing Eye Diseases Classification Using Imbalance Training & Machine Learning

Muhammad Azrul Ihwan, Ajie Kusuma Wardhana

1835-1845
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A Sentiment Analysis of Public Perception Toward Pets in Public Spaces Using Logistic Regression and Word Embedding

Dennita Noor Febianty, Majid Rahardi

1846-1851
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Analysis of Public Sentiment Towards President Prabowo's Work Program Using The CNN

Angelina Pramana Thenata, Dimas Sakti Reka Saputra

1852-1857
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News Recommendation System Using Content-Based Filtering through RSS Customization Service

Ida Ayu Widya Nandita, I Made Agus Dwi Suarjaya, I Putu Agung Bayupati

1858-1867
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Sentiment Classification of Indonesian-Language Roblox Reviews Using IndoBERT with SMOTE Optimization

Ferdi Ansyah, Ryan Randy Suryono

1868-1877
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Forecasting Modeling of Imported Goods Release Waiting Time in Importer Logistics Operations Using Multiple Linear Regression

Vivid Kristiani Alfad Zebua, Rusdah Rusdah

1878-1885
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Implementation of Ant Colony Optimization (ACO) Algorithm for Route Optimization of Tourist Paths in Takengon

Fitra Suryana, Nurdin Nurdin, Defry Hamdhana

1886-1896
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Virtual Local Area Network for Optimizing Network Performance using Simplified Form of Action Research

Muhammad Fahmi Abdillah, Agus Wijayanto, Wisnu Hera Pamungkas

1897-1905
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UI/UX Optimization of GOBIS Suroboyo Application with User Centered Design Approach and Short User Experience Questionnaire

Mustika Kurnia Mayangsari, Wifda Muna Fatihia

1906-1916
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Evaluation of User Satisfaction on the Indonesian National Police Recruitment Website Using the EUCS Method

Dinda Malika Dwi Pratiwi, Marlinda Sanglise, Lorna Yertas Baisa

1917-1923
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Application of the PSI-VIKOR Method in Determining Priorities for Poor Areas Based on Poverty Indicators in Central Java

Kasa Kusuma, Saifur Rohman Cholil

1924-1934
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Usability Analysis of Online Travel Agent Applications Using System Usability Scale and Electroencephalography

Ayunda Larasati, Tranggono Tranggono

1935-1944
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Support Vector Machine Classification Algorithm for Detecting DDoS Attacks on Network Traffic

Yoki Irawan, Rina Pramitasari, Wahid Miftahul Ashari, Aiko Nur Hendry Yansyah

1945-1954
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Passenger Density Prediction at the Airport Using LSTM and SARIMA: A Case Study at Radin Inten Airport, Lampung

Diaji Yugo Prasojo, Kurnia Muludi

1955-1963
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Implementation of BERTopic for Topic Modeling Analysis of the Free Nutritious Meal Program Based on YouTube Comments

Widya Wahyuni, Tri Putri Lestari, Milla Apriliana, Riyang Gumelta

1964-1971
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Machine Learning-Based Sentiment Analysis on Twitter (X): A Case Study of the “Kabur Aja Dulu” Issue Using SVM

Lina Rohmatun, Anna Baita

1972-1983
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Real-Time Chinese Chess Piece Character Recognition using Edge AI

Ryan Satria Wijaya, Atika Yunisa Anadia, Rifqi Amalya Fatekha, Senanjung Prayoga

1984-1990
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Sensor Fusion – Based Localization for ASV with Linear Regression Optimization

Ryan Satria Wijaya, Eko Rudiawan Jamzuri, Anugerah Wibisana, Jepelin Amstrong Sinaga, Vafin Julanba

1991-1999
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