Vol 4, No 3

SEPTEMBER 2023

DOI: https://doi.org/10.47738/jads.v4i3

Table of Contents

Articles

Unsupervised Learning Methods for Topic Extraction and Modeling in Large-scale Text Corpora using LSA and LDA
Henderi Henderi, B Herawan Hayadi, Sofa Sofiana, Padeli Padeli, Didik Setiyadi,
Abstract: 239 Viewers 10.47738/jads.v4i3.102
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103-118
Revolutionizing Digit Image Recognition: Pushing the Limits with Simple CNN and Challenging Image Augmentation Techniques on MNIST
Khodijah Hulliyah, Normi Sham Awang Abu Bakar, Saepul Aripiyanto, Dewi Khairani,
Abstract: 151 Viewers 10.47738/jads.v4i3.104
PDF
119-129
Assessing of The Continuance Intentions to Use Fintech Payments, an Integrating Expectation Confirmation Model
Tubagus Asep Nurdin, Mohammad Benny Alexandri, Widya Sumadinata, Ria Arifianti,
Abstract: 163 Viewers 10.47738/jads.v4i3.105
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130-146
A Comparative Study of Feature Selection Techniques in Machine Learning for Predicting Stock Market Trends
Adi Suryaputra Paramita, Shalomeira Valencia Winata,
Abstract: 196 Viewers 10.47738/jads.v4i3.99
PDF
147-162
Mean-Median Smoothing Backpropagation Neural Network to Forecast Unique Visitors Time Series of Electronic Journal
Aji Prasetya Wibawa, Agung Bella Putra Utama, Widya Lestari, Irzan Tri Saputra, Zahra Nabila Izdihar, Utomo Pujianto, Haviluddin Haviluddin, Andrew Nafalski,
Abstract: 134 Viewers 10.47738/jads.v4i3.97
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163-174
Bank Soundness Level Prediction: ANFIS vs Deep Learning
Satia Nur Maharani, Bambang Sugeng, Makaryanawati Makaryanawati, Mohammad Mahbubi Ali,
Abstract: 131 Viewers 10.47738/jads.v4i3.116
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175-189
LSTM-Based Machine Translation for Madurese-Indonesian
Danang Arbian Sulistyo, Aji Prasetya Wibawa, Didik Dwi Prasetya, Fadhli Almu'iini Ahda,
Abstract: 205 Viewers 10.47738/jads.v4i3.113
PDF
189-199
Data Analytics of Online Lessons in Social Studies and Buddhism: Enhancing Dhamma Teaching and Tripitaka Understanding Among Teachers and Students
Aammuay Luaensutthi, Thosporn Sangsawang,
Abstract: 70 Viewers 10.47738/jads.v4i3.125
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200-212
Assessing Factors and Simulating Innovation: A Study of Innovative Capacities Among Data Science Professionals in China
Yongfeng Zhang, Thosporn Sangsawang, Piyanan Pannim Vipahasna,
Abstract: 114 Viewers 10.47738/jads.v4i3.123
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213-228
Online Measuring Feature for Batik Size Prediction using Mobile Device: A Potential Application for a Novelty Technology
Trianggoro Wiradinata, Theresia Ratih Dewi Saputri, Richard Evan Sutanto, Yosua Setyawan Soekamto,
Abstract: 130 Viewers 10.47738/jads.v4i3.121
PDF
229-244
Incorporating Augmented Reality to Enhance Learning for Students with Learning Disabilities: A Focus on Spatial Orientation in Physical
Navinee Intarapreecha, Thosporn Sangsawang,
Abstract: 108 Viewers 10.47738/jads.v4i3.126
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245-253
Utilizing the Delphi Technique to Develop a Self-Regulated Learning Model
Yongmei Li, Thosporn Sangsawang, Kitipoom Vipahasna,
Abstract: 127 Viewers 10.47738/jads.v4i3.124
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254-263
Ensemble learning techniques to improve the accuracy of predictive model performance in the scholarship selection process
Nurhayati Buslim, Zulfiandri Zulfiandri, Lee KyungOh,
Abstract: 85 Viewers 10.47738/jads.v4i3.112
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264-275
Modelling Data Warehousing and Business Intelligence Architecture for Non-profit Organization Based on Data Governances Framework
Adi Suryaputra Paramita, Harjanto Prabowo, Arief Ramadhan, Dana Indra Sensuse,
Abstract: 131 Viewers 10.47738/jads.v4i3.117
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276-288
Improving Recommender Systems using Hybrid Techniques of Collaborative Filtering and Content-Based Filtering
Riya Widayanti, Mochamad Heru Riza Chakim, Chandra Lukita, Untung Rahardja, Ninda Lutfiani,
Abstract: 628 Viewers 10.47738/jads.v4i3.115
PDF
289-302
Adaptive Decision-Support System Model for Automated Analysis and Classification of Crime Reports for E-Government
Taqwa Hariguna, Athapol Ruangkanjanases,
Abstract: 102 Viewers 10.47738/jads.v4i3.127
PDF
303-316