Articles
20 results
Emotion-Aware Detection of Cyberbullying in Visual Social Media Content
Felinda Aprilia Rahma and Siti Zayyana Ulfah
Volume 1 • Issue 4 • 2025 • Regular Issue: December 2025 • 299-313
Temporal Topic Modeling of Netflix Descriptions Using TF-IDF and NMF to Map the Evolution of Digital Storytelling Themes
Tri Wahyuningsih and Andhika Rafi Hananto
Volume 1 • Issue 4 • 2025 • Regular Issue: December 2025 • 287-298
Understanding Social Media Addiction in the Digital Society through Sleep Deprivation, Conflict, and Emotional Health
Riyadh Abdulhadi M Aljohani and Abdulaziz Amir Alnahdi
Volume 1 • Issue 4 • 2025 • Regular Issue: December 2025 • 314-327
Identifying Behavioral, Sleep, and Digital Predictors of Mental Wellness Across Remote, Hybrid, and In-Person Workers Using Grouped Random Forest Regression
Thaworada Chantanasut
Volume 1 • Issue 4 • 2025 • Regular Issue: December 2025 • 272-286
Quantifying the Dominant Role of Channel Audience in Predicting YouTube Success with Machine Learning
Nevita Cahaya Ramadani and Syukron Fahreza
Volume 1 • Issue 4 • 2025 • Regular Issue: December 2025 • 258-271
Sectoral Disparities in the Digital Workplace: A Comparative Statistical Analysis of Remote Work Patterns and Productivity Scores in the Evolving Digital Society
M Hasibuan and Ruki Rizal Nur Fikri
Volume 1 • Issue 3 • 2025 • Regular Issue: September 2025 • 244-257
Profiling Reader Sentiment and Identifying Key Linguistic Markers in Digital Book Reviews: A TF-IDF and Logistic Regression Approach
Samah Anwar Abbas
Volume 1 • Issue 3 • 2025 • Regular Issue: September 2025 • 230-243
Examining the Association Between Social Media Use and Self-Reported Social Energy Depletion: A Machine Learning Approach
Vinoth Kumar P, Priya S and M Batumalay
Volume 1 • Issue 3 • 2025 • Regular Issue: September 2025 • 216-229
Digital Vernaculars in Play: A Machine Learning-Based Linguistic Analysis of Slang and Code-Switching in Indonesian Youth Online Gaming Chats
Muhammad Faqih Dzulqarnain and Nadia Mirela
Volume 1 • Issue 3 • 2025 • Regular Issue: September 2025 • 201-215
Profiling Sentiment Archetypes of Popular Twitch Emotes: A Comparative Analysis of Rule-Based Segmentation and Unsupervised Clustering Techniques
Calvina Izumi, Soeltan Abdul Ghaffar and Wilbert Clarence Setiawan
Volume 1 • Issue 3 • 2025 • Regular Issue: September 2025 • 183-200
Sentiment Analysis of Tweets on Afghan Women’s Rights Using Naive Bayes Classifier: A Data Mining Approach to Understanding Public Discourse
Thosporn Sangsawang and Liu Yang
Volume 1 • Issue 2 • 2025 • Regular Issue: June 2025 • 168-182
Sentiment Analysis of Public Discourse on Pakistan's Political Parties: A Comparative Study Using VADER and TextBlob Algorithms on Twitter Data
Muhamad Irfan, Abdul Sattar, Ahmad Sher and Muhamad Ijaz
Volume 1 • Issue 2 • 2025 • Regular Issue: June 2025 • 152-167
Mining Public Sentiment and Trends in Social Media Discussions on Indonesian Presidential Candidates Using Support Vector Machines
Dr Satrya Fajri Pratama and Arif Mu'amar Wahid
Volume 1 • Issue 2 • 2025 • Regular Issue: June 2025 • 138-151
Gender-Based Analysis of New Year Resolutions on Twitter: A Clustering Approach Using K-means Algorithm
Agung Darmawan and Ammar Salamh Mujali Al-Rawahna
Volume 1 • Issue 2 • 2025 • Regular Issue: June 2025 • 123-137
Emotion Detection in Railway Complaints Using Deep Learning and Transformer Models: A Data Mining Approach to Analyzing Public Sentiment on Twitter
Jeffri Prayitno Bangkit Saputra and Aayush Kumar
Volume 1 • Issue 2 • 2025 • Regular Issue: June 2025 • 109-122
Exploring Financial Trends through Topic Modeling and Time-Series Analysis: A Clustering Approach Using Latent Dirichlet Allocation (LDA) on Twitter Data
Deshinta Arrova Dewi and Tri Basuki Kurniawan
Volume 1 • Issue 1 • 2025 • Regular Issue: March 2025 • 91-108
Sentiment Analysis of Public Discourse on Education in Indonesia Using Support Vector Machine (SVM) and Natural Language Processing
B Herawan Hayadi and Ika Maulita
Volume 1 • Issue 1 • 2025 • Regular Issue: March 2025 • 69-90
Sentiment Trend Analysis of SpaceX Tweets Using Time-Series Sentiment Classification with TextBlob Algorithm
Minh Luan Doan
Volume 1 • Issue 1 • 2025 • Regular Issue: March 2025 • 44-67
Analyzing Company Hiring Patterns Using K-Means Clustering and Association Rule Mining: A Data-Driven Approach to Understanding Recruitment Trends in the Digital Economy
Min Tsai-Lai and Taqwa Hariguna
Volume 1 • Issue 1 • 2025 • Regular Issue: March 2025 • 20-43
Sentiment and Emotion Analysis of Public Discourse on ChatGPT Using VADER Sentiment Analysis
Ibrahiem M. M. El Emary, Iwona Chomiak-Orsa and Elwira Gross-Gołacka
Volume 1 • Issue 1 • 2025 • Regular Issue: March 2025 • 1-19