DOI: https://doi.org/10.36499/jinrpl.v8i1

Published: March 26, 2026

Articles

Enhancing the Accuracy of Competency Portfolio Assesments using Machine Learning: a Comparative Analysis of Predictive Models

1-8 Aditya Cahya Saputra, Imam Yuadi
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2

Classification of Article Types in the ITE Law using the KNN Algorithm with the Application of SMOTE, PCA, and GridSearchCV Hyperparameter Optimization

9-17 Alif Alpian Sahrul Muharom, Aditya Dwi Putro, Yohani Setya Rafika
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0

Forecasting Model using Single Exponential Smoothing Method on PT. Rakha Medika

18-27 Hanna Christy, Andri Wijaya
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2

Comparison of Individual Algorithms (Decision Tree, Naïve Bayes, and Support Vector Machine) and Ensemble Voting in Predicting Students’ On-Time Graduation Based on Course Grades

28-35 Sevtian Ferdian, Miechael Miechael, Arief Wibowo
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0

Implementation of Peresean Game as a Medium to Enhance Sasak Cultural Appreciation Among Young Generation

28-36 Hamzan Ahmadi, Aris Sudianto, Hariman Bahtiar
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0

The Implementation of an Artificial Intelligence-Based Virtual Assistant Chatbot for Academic Information Services

37-44 Baiq Andriska Candra Permana -, Aris Sudianto, Toriq Alfan Yasir
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0

Application of the MOORA and TOPSIS Methods in the Evaluation of Tax Administration Strategies based on Taxpayer Identification Numbers (NPWP), Services, Sanctions, and Taxpayer Understanding

45-50 Sri Umiatun Andayani, Dyah Kusumawati, Mustagfirin Mustagfirin
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0

Comparison of BioBERT and DistilBERT for Named Entity Recognition on Indonesian Radiology Clinical Data

51-58 Nadia Eka Aprilia, Danang Wahyu Utomo
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Comparative Performance Analysis of ML, DL, and Transformer Models for Sentiment Classification of Indonesian Mobile Banking User Reviews

59-70 Waeisul Bismi, Muhammmad Qomaruddin, Siti Marlina
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0

Transfer Learning-Based Convolutional Neural Network for Classifying Organic and Recyclable Waste

71-79 Nur Nafiiyah, M. Ari Zulkarnaen, Agus Harjoko, Achmad Nizar Hidayanto
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0

Identification of Facial Wrinkles using Gabor Filters and the Naïve Bayes Algorithm

80-89 Munawir Munawir, Siti Rafah Sa`dia Harahap, Rizalul Akram
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0

Comparison of Blind Search and Heuristic Search Algorithms in Finding Solutions to the 8-Puzzle Game: Introduction to Endemic Wallacea Animals

90-101 Mutmainnah Muchtar
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A Systematic Review of Machine Learning and Deep Learning Techniques for Deepfake Image Detection: Trends, Challenges, and Future Directions

102-111 Samuel Rhesa, Aditiya Hermawan
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Development of the UI/UX for the Madrasah Adaptation E-Module Using the Design Thinking Method

112-121 Stephanus Widjaja, Adityo Putro Wicaksono, Abdul Rozacky, Farrell Feodora Nikolaus Putra, Chanif Musoffa
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Design of an MSME Information System for Via Fresh Vegetables using the Unified Process Method

122-128 Satria Satria, Ikka Novia Wijayanti
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0

Comparative Analysis of Edge Detection Method on Cardboard Packaging Images

129-137 Nanik Susanti, Catur Edi Widodo, Arif Setiawan
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Vehicle Routing Problem (VRP) Approaches for Waste Collection Optimization: A Systematic Literature Review

138-146 Munengsih Bunga, Mochamad Agung Wibowo, Sutikno
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Comparative Approaches to Clustering for Profiling Students in Educational Data Mining

147-155 Noor Azizah, Kusworo Adi, Catur Edi Widodo
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0