Vol 5, No 1

JANUARY 2024

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: 313 Viewers 10.47738/jads.v5i1.151
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1-15
A Comparative Study on Data Collection Methods: Investigating Optimal Datasets for Data Mining Analysis
Hendra Jatnika, Ari Waluyo, Abdul Azis
Abstract: 143 Viewers 10.47738/jads.v5i1.148
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16-23
Machine Learning Classifier Algorithms for Ransomware Lockbit Prediction
Ibrahiem M. M. El Emary, Khalil A. Yaghi
Abstract: 246 Viewers 10.47738/jads.v5i1.161
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24-32
Information Security Measurement using INDEX KAMI at Metro City
Ratna Savitri, Firmansyah Firmansyah, Dworo Dworo, Muhammad Said Hasibuan
Abstract: 162 Viewers 10.47738/jads.v5i1.152
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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: 137 Viewers 10.47738/jads.v5i1.154
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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: 205 Viewers 10.47738/jads.v5i1.156
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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: 129 Viewers 10.47738/jads.v5i1.157
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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: 180 Viewers 10.47738/jads.v5i1.159
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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: 752 Viewers 10.47738/jads.v5i1.155
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100-113
Active learning on Indonesian Twitter sentiment analysis using uncertainty sampling
Muhaza Liebenlito, Nur Inayah, Esti Choerunnisa, Taufik Edy Sutanto, Suma Inna
Abstract: 171 Viewers 10.47738/jads.v5i1.144
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114-121
Sentiment Unleashed: Electric Vehicle Incentives Under the Lens of Support Vector Machine and TF-IDF Analysis
Johan Reimon Batmetan, Taqwa Hariguna
Abstract: 166 Viewers 10.47738/jads.v5i1.162
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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: 130 Viewers 10.47738/jads.v5i1.145
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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: 197 Viewers 10.47738/jads.v5i1.160
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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: 1033 Viewers 10.47738/jads.v5i1.163
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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: 239 Viewers 10.47738/jads.v5i1.164
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173-188
Exploring ADR Trends: A Data Mining Approach to Hotel Room Pricing, Cancellations, and EDA
Nina Kurnia Hikmawati, Yudi Ramdhani, Wartika Wartika
Abstract: 280 Viewers 10.47738/jads.v5i1.165
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189-202
Data Envelopment Analysis of Scientific Research Performance for Higher Vocational Colleges
Lin Zhou, Sutthiporn Boonsong, Issara Siramaneerat, Thosporn Sangsawang, Pakornkiat Sawetmethikul
Abstract: 97 Viewers 10.47738/jads.v5i1.166
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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: 159 Viewers 10.47738/jads.v5i1.167
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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: 84 Viewers 10.47738/jads.v5i1.168
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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: 98 Viewers 10.47738/jads.v5i1.169
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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: 409 Viewers 10.47738/jads.v5i1.170
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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: 116 Viewers 10.47738/jads.v5i1.171
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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: 173 Viewers 10.47738/jads.v5i1.172
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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: 116 Viewers 10.47738/jads.v5i1.173
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294-306
Exploring Essential Skills for Sustainable Community Leadership: A Data Analysis Perspective on SDGs Alignment and Model
Matee Pigultong
Abstract: 113 Viewers 10.47738/jads.v5i1.174
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307-315