Vol. 11 No. 2: May 2024

View Vol. 11 No. 2: May 2024
Published: 23-04-2024

Articles

  • Optimizing Fall Detection System as an Early Warning System for the Elderly to Enhance Quality of Life

    Article ID: 3716
    Sidiq Syamsul Hidayat, Fadhil, Irfan Mujahidin, Mohammad Faizin Zaini, Rahmalisa Suhartina (Author)
    255-262
    DOI: https://doi.org/10.15294/sji.v11i2.3716

  • Comparative Analysis of K-Medoids and Purity K-Medoids Methods for Identifying Accident-Prone Areas in North Aceh Regency

    Article ID: 3433
    Novia Hasdyna, Rozzi Kesuma Dinata (Author)
    263-272
    DOI: https://doi.org/10.15294/sji.v11i2.3433

  • Development of School Exam Administration Based on LCDP with Scrum Method: An Innovation in Administrative Efficiency in Education

    Article ID: 27
    Lia Anggraeni, Muh Dliyaul Haq, Harliati Putri Pertiwi (Author)
    273-286
    DOI: https://doi.org/10.15294/sji.v11i2.27

  • Securing Digital Wallet Loyalty: Unveiling the Impact of Privacy and Security

    Article ID: 2423
    Rio Guntur Utomo, Rahmat Yasirandi (Author)
    287-302
    DOI: https://doi.org/10.15294/sji.v11i2.2423

  • Classification Model of Public Sentiments About Electric Cars Using Machine Learning

    Article ID: 1309
    Nurul Romadoni, Amril Mutoi Siregar, Dwi Sulistya Kusumaningrum, Tatang Rohana (Author)
    303-314
    DOI: https://doi.org/10.15294/sji.v11i2.1309

  • Identifying Relevant Messages from Citizens in a Social Media Platform for Natural Disasters in Indonesia Using Histogram Gradient Boosting and Self-Training Classifier

    Article ID: 2287
    Ariana Yunita, Zhafran Ramadhan, Angelia Regina Dwi Kartika, Ade Irawan (Author)
    315-324
    DOI: https://doi.org/10.15294/sji.v11i2.2287

  • Exploring Data Analytics in Attendance Systems: Unveiling Machine Learning Techniques, Patterns, Practices, and Emerging Trends

    Article ID: 3438
    Joseph Teguh Santoso, Danny Manongga, Iwan Setyawan, Hindriyanto Dwi Purnomo, Hendry (Author)
    325-340
    DOI: https://doi.org/10.15294/sji.v11i2.3438

  • Comparative Analysis of YOLOv5 and YOLOv8 Cigarette Detection in Social Media Content

    Article ID: 2808
    Cinantya Paramita, Catur Supriyanto, Amalia, Khalivio Rahmyanto Putra (Author)
    341-352
    DOI: https://doi.org/10.15294/sji.v11i2.2808

  • Village Potential Mapping: Comprehensive Cluster Analysis of Continuous and Categorical Variables with Missing Values and Outliers Dataset in Bogor, West Java, Indonesia

    Article ID: 3903
    Nafisa Berliana Indah Pratiwi, Indahwati, Anwar Fitrianto (Author)
    353-366
    DOI: https://doi.org/10.15294/sji.v11i2.3903

  • Performance Analysis of Support Vector Classification and Random Forest in Phishing Email Classification

    Article ID: 3301
    Chaerul Umam, Lekso Budi Handoko, Folasade Olubusola Isinkaye (Author)
    367-374
    DOI: https://doi.org/10.15294/sji.v11i2.3301

  • Performance of Ensemble Learning in Diabetic Retinopathy Disease Classification

    Article ID: 4725
    Anisa Nurizki, Anwar Fitrianto, Agus Mohamad Soleh (Author)
    375-386
    DOI: https://doi.org/10.15294/sji.v11i2.4725

  • OffensiveRezzer: A Novel Black-Box Fuzzing Tool for Web API

    Article ID: 4631
    Danar Gumilang Putera, Ruki Harwahyu (Author)
    387-400
    DOI: https://doi.org/10.15294/sji.v11i2.4631

  • The Impact of Balanced Data Techniques on Classification Model Performance

    Article ID: 3649
    Jasman Pardede, Dika Prasetia Pamungkas (Author)
    401-412
    DOI: https://doi.org/10.15294/sji.v11i2.3649

  • An Exploration of TensorFlow-Enabled Convolutional Neural Network Model Development for Facial Recognition: Advancements in Student Attendance System

    Article ID: 3585
    Anie Rose Irawati, Didik Kurniawan, Yohana Tri Utami, Rahman Taufik (Author)
    413-428
    DOI: https://doi.org/10.15294/sji.v11i2.3585

  • Siamese Neural Networks with Chi-square Distance for Trademark Image Similarity Detection

    Article ID: 4654
    Suyahman, Sunardi, Murinto, Arfiani Nur Khusna (Author)
    429-438
    DOI: https://doi.org/10.15294/sji.v11i2.4654

  • Evaluation of Travel App’s Usability Using the System Usability Scale Method

    Article ID: 4509
    Revi Raka Putra, Rahmat Yasirandi, Muhammad Mirza Qusyairi (Author)
    439-450
    DOI: https://doi.org/10.15294/sji.v11i2.4509

  • Identification of Factors Influencing the Use of QRIS Using TAM and UTAUT 2 Methods

    Article ID: 3562
    Setio Ardy Nuswantoro, Muhammad Ulfi, Miftahurrizqi, Muhammad Rafli (Author)
    451-466
    DOI: https://doi.org/10.15294/sji.v11i2.3562

  • Hiragana Character Classification Using Convolutional Neural Networks Methods based on Adam, SGD, and RMSProps Optimizer

    Article ID: 2313
    Ibnu Utomo Wahyu Mulyono, Yupie Kusumawati, Ajib Susanto, Christy Atika Sari, Hussain Md Mehedul Islam, Mohamed Doheir (Author)
    467-476
    DOI: https://doi.org/10.15294/sji.v11i2.2313

  • Multi-Layer Convolutional Neural Networks for Batik Image Classification

    Article ID: 3309
    Daurat Sinaga, Cahaya Jatmoko, Suprayogi Suprayogi, Novi Hedriyanto (Author)
    477-484
    DOI: https://doi.org/10.15294/sji.v11i2.3309

  • Comparison Model Optimal Machine Learning Model With Feature Extraction for Heart Attack Disease Classification

    Article ID: 4561
    Salsa Desmalia, Amril Mutoi Siregar, Kiki Ahmad Baihaqi, Tatang Rohana (Author)
    485-492
    DOI: https://doi.org/10.15294/sji.v11i2.4561

  • Modified Convolutional Neural Network for Sentiment Classification: A Case Study on The Indonesian Electoral Commission

    Article ID: 4929
    Slamet Riyadi, Naufal Gita Mahardika, Cahya Damarjati, Suzaimah Ramli (Author)
    493-506
    DOI: https://doi.org/10.15294/sji.v11i2.4929

  • Nowcasting Hotel Room Occupancy Rate using Google Trends Index and Online Traveler Reviews Given Lag Effect with Machine Learning (Case Research: East Kalimantan Province)

    Article ID: 5553
    Adelina Rahmawati, Erna Nurmawati, Teguh Sugiyarto (Author)
    507-522
    DOI: https://doi.org/10.15294/sji.v11i2.5553

  • Impact of NEW SAKPOLE on Original Local Government Revenue Post-COVID-19: A Case Study of Central Java Province BAPENDA

    Article ID: 4427
    Rivi Saputri, Dyah Mutiarin (Author)
    523-538
    DOI: https://doi.org/10.15294/sji.v11i2.4427

  • Optimizing Customer Segmentation in Online Retail Transactions through the Implementation of the K-Means Clustering Algorithm

    Article ID: 6137
    Desi Adrianti Awaliyah, Budi Prasetiyo, Rini Muzayanah, Apri Dwi Lestari (Author)
    539-548
    DOI: https://doi.org/10.15294/sji.v11i2.6137

  • Sign Language Detection System Using YOLOv5 Algorithm to Promote Communication Equality People with Disabilities

    Article ID: 6007
    Maylinna Rahayu Ningsih, Yopi Julia Nurriski, Fathimah Az Zahra Sanjani, M. Faris Al Hakim, Jumanto Unjung, Much Aziz Muslim (Author)
    549-558
    DOI: https://doi.org/10.15294/sji.v11i2.6007