Vol 6, No 3

September 2025

DOI: https://doi.org/10.47738/jads.v6i3

The forthcoming issue presents a selection of peer-reviewed articles that have passed the editorial process and are now in production. These accepted papers, soon to be published with assigned DOIs, reflect current advancements and contribute to the journal’s ongoing commitment to high-quality research.

Table of Contents

Articles

Assimilate Grid Search and ANOVA Algorithms into KNN to Enhance Network Intrusion Detection Systems
Mohammad A. Alsharaiah, Mohammed Amin Almaiah, Rami Shehab, Tayseer Alkhdour, Rommel AlAli, Fares Alsmadi
Abstract: 9 Viewers 10.47738/jads.v6i3.604
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1469-1481
Sentiment and Emotion Classification Model Using Hybrid Textual and Numerical Features: A Case Study of Mental Health Counseling
Indri Ramayanti, Latius Hermawan, Rizma Adlia Syakurah, Deris Stiawan, Meilinda Meilinda, Edi Surya Negara, Muhammad Fahmi, Ahmad Ghiffari, Muhammad Qurhanul Rizqie
Abstract: 8 Viewers 10.47738/jads.v6i3.632
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1482-1494
Integrating Convolutional Neural Networks into Mobile Health: A Study on Lung Disease Detection
Muhammad Said Hasibuan, R Rizal Isnanto, Deshinta Arrova Dewi, Joko Triloka, RZ Abdul Aziz, Tri Basuki Kurniawan, Ary Maizary, Anggawidia Wibaselppa
Abstract: 4 Viewers 10.47738/jads.v6i3.660
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1495-1503
Exploring Machine Learning to Support Software Managers' Insights on Software Developer Productivity
Suwarno Suwarno, Yefta Christian, Keaton Yoputra, Yuki Estrada
Abstract: 4 Viewers 10.47738/jads.v6i3.661
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1504-1524
The Influence of Logistics Technology Innovation on the Efficiency of Operations in Small and Medium-Sized Businesses in Thailand
Sureerut Inmor, Kritiya Rangsom, Eva Šírová, Sukontip Wongpun
Abstract: 5 Viewers 10.47738/jads.v6i3.684
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1525-1541
Dispute on Security Framework Model of MFCC Mixed Methods in Speech Recognition System 
Heni Ispur Pratiwi, Iman Herwidiana Kartowisastro, Benfano Soewito, Widodo Budiharto
Abstract: 2 Viewers 10.47738/jads.v6i3.689
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1542-1550
Implementation of Naïve Bayes Gaussian Algorithm for Real-Time Classification of Broiler Cage Conditions
Rosmasari Rosmasari, Anton Prafanto, Muhammad Bambang Firdaus
Abstract: 1 Viewers 10.47738/jads.v6i3.694
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1551-1562
Robust Digital Image Watermarking Scheme in the DCT Domain Employing Möbius Transformation
Atheer Hadi Alrammahi, Hedieh Sajedi, Mustafa Radif
Abstract: 1 Viewers 10.47738/jads.v6i3.705
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1563-1583
Modelling and Investigation of Solar Photovoltaic-Based Converter Configurations with Data Science Approach
Prakash S., Lakshmi S., Priya S., Malathy Batumalay
Abstract: 2 Viewers 10.47738/jads.v6i3.715
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1584-1598
Intelligent Solar Panel Monitoring Using Machine Learning and Cloud-Based Predictive Analytics
J. Dhilipan, N. Vijayalakshmi, D.B. Shanmugam, Siti Sarah Maidin, Wong Ling Shing
Abstract: 2 Viewers 10.47738/jads.v6i3.720
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1599-1610
HOG feature extraction in optimizing FK-NN and CNN for image identification of rice plant diseases
Adie Wahyudi Oktavia Gama, Putu Vina Junia Antarista Gunawan, Kadek Darmaastawan
Abstract: 0 Viewers 10.47738/jads.v6i3.722
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1611-1626
Development of a Self-Identity Construction Model for Private Vocational College Students Using Data Science Techniques
Mei Chen, Thosporn Sangsawang
Abstract: 0 Viewers 10.47738/jads.v6i3.731
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1627-1638
Understanding Culinary Tourism Preferences: A Study of Local Food Preferences in Indonesia
Hetty Karunia Tunjungsari, Salsabilla Ayundha Martsha Buana, Wong Chee Hoo, Christian Wiradendi Wolor
Abstract: 0 Viewers 10.47738/jads.v6i3.664
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1639-1655
Applying Structural Equation Modelling to Examine the Impact of Environmental Management Accounting on Financial
Nga Thi Hang Nguyen
Abstract: 0 Viewers 10.47738/jads.v6i3.728
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1656-1665
Cross-Biome Biodiversity Assessment and Anomaly Detection Using AI-Enhanced Acoustic Monitoring
Mustafa Radif, Shumoos Aziz Fadhil, Atheer Hadi Alrammahi
Abstract: 0 Viewers 10.47738/jads.v6i3.741
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1666-1680
A Study to Detect Multi-word Expression from Text Using Deep Learning Models
Wong Jun Meng, Tan Yu Jie, Lim Tong Ming
Abstract: 0 Viewers 10.47738/jads.v6i3.716
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1681-1694
Evaluating the Effectiveness of Augmented Reality in Mixed Reality Exhibition Spaces: A Multidisciplinary Perspective
Yunus Widjaja, Junaidi Junaidi, Etin Solihatin
Abstract: 0 Viewers 10.47738/jads.v6i3.690
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1695-1707
Analyzing the Impact of Social Media Advertising on Consumer Interactions, Trust, and Purchase Intentions in the Cosmetics and Personal Care Sector
Loo Shu Yee, Wong Chee Hoo, Christian Wiradendi Wolor, Syarifah Mastura Syed Abu Bakar, Ahmad Nurkhin
Abstract: 0 Viewers 10.47738/jads.v6i3.669
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1708-1722
A New Data Preprocessing Framework to Enhance the Accuracy of Herbal Plants Classification Using Deep Learning
Attapol Kunlerd, Atipat Ritthiron, Boonlueo Nabumroong, Sakchan Luangmaneerote, Anyawee Chaiwachirakhampon, Jakkrit Kaewyotha
Abstract: 0 Viewers 10.47738/jads.v6i3.733
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1723-1740
Modeling Female Contraceptive Recommendation Using Hybrid Analytical Hierarchy Process and Profile Matching
Ati Zaidiah, Ria Astriratma, Ika Nurlaili Isnainiyah
Abstract: 166 Viewers 10.47738/jads.v6i1.613
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1741-1755