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Home > Archives > Vol 5, No 1

DOI: https://doi.org/10.47738/jads.v5i1

Table of Contents

Articles

Applying Quantitative and Data Analysis using Structural Equation Modeling for Accessing Factors Influencing Employee Loyalty Nguyen Thanh Tam, Ngan Mai Thi Truc, Ha Le Thi Thanh, Abstract: 37 Viewers 10.47738/jads.v5i1.151

PDF 1-15

A Comparative Study on Data Collection Methods: Investigating Optimal Datasets for Data Mining Analysis Hendra Jatnika, Ari Waluyo, Abdul Azis, Abstract: 24 Viewers 10.47738/jads.v5i1.148

PDF 16-23

Machine Learning Classifier Algorithms for Ransomware Lockbit Prediction Ibrahiem M. M. El Emary, Khalil A. Yaghi, Abstract: 46 Viewers 10.47738/jads.v5i1.161

PDF 24-32

Information Security Measurement using INDEX KAMI at Metro City Ratna Savitri, Firmansyah Firmansyah, Dworo Dworo, Muhammad Said Hasibuan, Abstract: 24 Viewers 10.47738/jads.v5i1.152

PDF 33-45

CO2 Emission Forecasting in Indonesia Until 2030: Evaluation of ETS Smoothing Prediction Models and Their Implications for Global Climate Change Mitigation Saepul Aripiyanto, Dewi Khairani, Ambran Hartono, Abstract: 22 Viewers 10.47738/jads.v5i1.154

PDF 46-55

An Empirical Analysis of Bank Capital Adequacy Ratio in Vietnam: A Data Science Approach Using System Generalized Method of Moments Nguyen Quoc Huy, Lu Phi Nga, Phan Thanh Tam, Abstract: 26 Viewers 10.47738/jads.v5i1.156

PDF 56-70

Applying Structural Equation Modeling to Explore the Intention to Use Midi Kriing App Suwandi S. Sangadji, Tanti Handriana, Nugrahini Susantinah Wisnujati, Sarbaini A. Karim, Abstract: 23 Viewers 10.47738/jads.v5i1.157

PDF 71-83

Comparative Analysis of SVM and RF Algorithms for Tsunami Prediction: A Performance Evaluation Study Husni Teja Sukmana, Yusuf Durachman, Amri Amri, Supardi Supardi, Abstract: 27 Viewers 10.47738/jads.v5i1.159

PDF 84-99

Deciphering Digital Social Dynamics: A Comparative Study of Logistic Regression and Random Forest in Predicting E-Commerce Customer Behavior Po Abas Sunarya, Untung Rahardja, Shih Chih Chen, Yung-Ming Lic, Marviola Hardini, Abstract: 36 Viewers 10.47738/jads.v5i1.155

PDF 100-113

Active learning on Indonesian Twitter sentiment analysis using uncertainty sampling Muhaza Liebenlito, Nur Inayah, Esti Choerunnisa, Taufik Edy Sutanto, Suma Inna, Abstract: 31 Viewers 10.47738/jads.v5i1.144

PDF 114-121

Sentiment Unleashed: Electric Vehicle Incentives Under the Lens of Support Vector Machine and TF-IDF Analysis Johan Reimon Batmetan, Taqwa Hariguna, Abstract: 21 Viewers 10.47738/jads.v5i1.162

PDF 122-132

Developing the Readiness and Success Model of Information System Implementation in the Indonesian Equestrian Industry Ajang Sopandi, Nor Adnan Yahaya, Aang Subiyakto, Abstract: 31 Viewers 10.47738/jads.v5i1.145

PDF 133-145

A Lexicon-Based Long Short-Term Memory (LSTM) Model for Sentiment Analysis to Classify Halodoc Application Reviews on Google Playstore Rina Refianti, Achmad Benny Mutiara, Ryan Arya Putra, Abstract: 36 Viewers 10.47738/jads.v5i1.160

PDF 146-157

Exploring the Impact of Discount Strategies on Consumer Ratings: An Analytical Study of Amazon Product Reviews Berlilana Berlilana, Arif Mu’amar Wahid, Dewi Fortuna, Alfin Nur Aziz Saputra, Galih Bagaskoro, Abstract: 39 Viewers 10.47738/jads.v5i1.163

PDF 158-172

Structural Equation Modeling on Women’s Perceptions of Halal Cosmetics Based on The Development of TPB Framework Using Religiosity, Social Influence, Knowledge, and Brand Value Meinarini Catur Utami, Elvi Fetrina, Abstract: 24 Viewers 10.47738/jads.v5i1.164

PDF 173-188

Exploring ADR Trends: A Data Mining Approach to Hotel Room Pricing, Cancellations, and EDA Nina Kurnia Hikmawati, Yudi Ramdhani, Wartika Wartika, Abstract: 27 Viewers 10.47738/jads.v5i1.165

PDF 189-202

Data Envelopment Analysis of Scientific Research Performance for Higher Vocational Colleges Lin Zhou, Sutthiporn Boonsong, Issara Siramaneerat, Thosporn Sangsawang, Pakornkiat Sawetmethikul, Abstract: 17 Viewers 10.47738/jads.v5i1.166

PDF 203-214

Statistical Analysis the Influence of Internal and External Factors on Entrepreneurial Intentions Tingbin Wen, Sutthiporn Boonsong, Issara Siramaneerat, Thosporn Sangsawang, Pakornkiat Sawetmethikul, Abstract: 21 Viewers 10.47738/jads.v5i1.167

PDF 215-227

Unveiling Entrepreneurial Development in Data Science Using CCIP-PF Model and Statistical Analysis Junhua Zhong, Sutthiporn Boonsong, Issara Siramaneerat, Thosporn Sangsawang, Pakornkiat Sawetmethikul, Abstract: 17 Viewers 10.47738/jads.v5i1.168

PDF 228-241

Data-Driven Analysis of Teaching Quality Impact on Graduate Employment in Higher Vocational Colleges of Hefei Ning Wang, Tiamyod Pasawano, Thosporn Sangsawang, Matee Pigultong, Abstract: 14 Viewers 10.47738/jads.v5i1.169

PDF 242-255

A Mixed-Methods Data Approach Integrating Importance-Performance Analysis (IPA) and Kaiser-Meyer-Olkin (KMO) in Applied Talent Cultivation Zhang Zhang, Thosporn Sangsawang, Kitipoom Vipahasna, Matee Pigultong, Abstract: 33 Viewers 10.47738/jads.v5i1.170

PDF 256-267

A Comprehensive Data-Driven Analysis of Talent Supply using Delphi Method in Higher Vocational Education and Ethnic Minority Regions Lihua Huang, Sutthiporn Boonsong, Issara Siramaneerat, Thosporn Sangsawang, Pakornkiat Sawetmethikul, Rui Chen, Abstract: 20 Viewers 10.47738/jads.v5i1.171

PDF 268-278

Statistical Approach to Evaluating the Efficacy of Career Guidance Programs on University Graduate Employability in China Li Guo, Thosporn Sangsawang, Piyanan Pannim Vipahasna, Matee Pigultong, Sulaganya Punyayodhin, Kanokwan Darboth, Abstract: 19 Viewers 10.47738/jads.v5i1.172

PDF 279-293

Quantitative Analysis of Educational Techniques for Psychological Development in Vocational Students in China Shuang Li, Thosporn Sangsawang, Narumom Thepnuan, Matee Pigultong, Sulaganya Punyayodhin, Kanokwan Darboth, Abstract: 15 Viewers 10.47738/jads.v5i1.173

PDF 294-306

Exploring Essential Skills for Sustainable Community Leadership: A Data Analysis Perspective on SDGs Alignment and Model Matee Pigultong, Abstract: 26 Viewers 10.47738/jads.v5i1.174

PDF 307-315