Publikasi Mahasiswa – Doktor Informatika | Universitas Amikom Yogyakarta

2026

Nasiri, A., Setyanto, A., Utami, E., & Kusrini. (2026). Comparative Analysis of Machine Learning-Based Software Defect Prediction in Object-Oriented and Structured Paradigms Using Apache Camel and Redis Datasets. Jurnal Teknik Informatika (JUTIF), 7(1), 529–539.

2025

Agustina, N., Utami, E., & Hidayat, T. (2025). DiG-MFV: Dual-integrated Graph for Multilingual Fact Verification. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 9(4), 729-736.
Dewi, N. A. N., Kusrini, Utami, E., & Yuana, K. A. (2025). Systematic Literature Review: Identification of Regional Dialects Using Speech Feature Extraction Techniques. 2025 13th International Conference on Cyber and IT Service Management (CITSM 2025).
Diqi, M., Utami, E., Kusrini, & Wibowo, F. W. (2025). Leveraging Vector Quantized Variational Autoencoder for Accurate Synthetic Data Generation in Multivariate Time Series. MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer, 24(3), 423-438.
Gusdevi, H., Setyanto, A., Kusrini, & Utami, E. (2025). Cosine Similarity-Based Evidences Selection for Fact Verification Using SBERT on the FEVER Dataset. CogITo Smart Journal, 11(1), 52-66.
Hartanto, A. D., Utami, E., Setyanto, A., & Kusrini, K. (2025). EVALUATING REGRESSION AND NEURAL NETWORKS FOR FIVE TRAIT TEXT-BASED PERSONALITY PREDICTION. JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer), 11(1), 154-161.
Hartanto, A., Utami, E., & Setyanto, A. (2025). Evaluating Transformer Models for Social Media Text-Based Personality Profiling. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 9(1), 20-30.
Hatta, M., Utami, E., Kusrini, & Setyanto, A. (2025). Unveiling New Approaches to Hybrid Intrinsic-Extrinsic Rewards in Actor-Critic Reinforcement Learning: A Systematic Review of Engagement, Performance, and Generalization. 2025 International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS).
Indrayana, D., Utami, E., Kusrini, & Wibowo, F. W. (2025). A Systematic Review on Explainable AI for Spatial Classification of Digital Readiness in Secondary Schools. 2025 12th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI 2025), 696–700.
Januhari, N. N. U., Setyanto, A., Kusrini, K., Utami, E., & Martínez-Béjar, R. (2025). Evaluation of E-Learning Usability Based on ISO 25010 with Hofstede’s Cultural Dimensions as Moderation: A PLS-SEM Study in Higher Education. Applied Information System and Management (AISM), 8(1), 159-168.
Julyantari, N. K. S., Utami, E., Kusrini, & Yuana, K. A. (2025). Systematic Literature Review for Leveraging Conventional NLP for Low Resource Question Answer: A Case Study on Balinese Language Using LSA and N-Gram Similarity. 2025 13th International Conference on Cyber and IT Service Management (CITSM 2025).
Kurniawan, M. P., Suyanto, M., Utami, E., & Kusrini, K. (2025). DEGREE: Development and Validation of a User Experience Model for Digital Educational Games Using Cronbach’s Alpha and Fuzzy Logic. Jurnal Teknik Informatika (Jutif), 6(4), 1831-1846.
Mahardika, F., Utami, E., Kusrini, & Wibowo, F. W. (2025). Towards Transparent Cyber Threat Detection: A Systematic Literature Review on the Role of Explainable AI (XAI) in Information Security Risk Management (2018–2025). 2025 13th International Conference on Cyber and IT Service Management (CITSM 2025).
Purwanto, A., Kusrini, K., Utami, E., & Agustriawan, D. (2025). Development of Double-Tail Generative Adversarial Network with Adaptive Style Transfer for Anime Background Production with Makoto Shinkai’s Stylization. Scientific Journal of Informatics, 12(1), 159-170.
Ratniasih, N. L., Utami, E., Kusrini, & Yuana, K. A. (2025). Sentiment Analysis on User Reviews of Mobile Applications: A Review of Multilingual and Contextual Techniques. 2025 13th International Conference on Cyber and IT Service Management (CITSM 2025).
Rizaldi, Kusrini, Utami, E., & Agastya, I. M. A. (2025). A Systematic Literature Review of Early Detection of Mental Health Disorders Based on Social Media Activity Patterns Using Machine Learning Algorithms. 2025 13th International Conference on Cyber and IT Service Management (CITSM 2025).
Rohman, A. N., Utami, E., Kusrini, & Muhammad, A. H. (2025). Exploring Extractive and Abstractive Summarization Methods in Indonesian Text: A Systematic Survey. 2025 7th International Conference on Cybernetics and Intelligent Systems (ICORIS).
Santosa, F., Utami, E., Kusrini, & Wibowo, F. W. (2025). Sarcasm Detection in the Era of AI: A Systematic Review of Techniques, Datasets, Performance, and Future Outlook. 2025 12th International Conference on Informatics, Control, and Intelligent Systems (IC3INA), 19–24.
Semma, A. B., Kusrini, K., Setyanto, A., da Silva, B., & Braeken, A. (2025). Environmental Acoustic Features Robustness Analysis: A Multi-Aspecs Study. INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, 9(1), 46-59.
Semma, A. B., Kusrini, Setyanto, A., da Silva, B., & Braeken, A. (2025). Authenticating Devices Based on Audio Feature Selection with Scene-Specific Tuning and Landmark Augmentation. Intelligent Systems with Applications, 28, 200593.
Setyoningrum, N. G., Utami, E., Kusrini, K., & Wibowo, F. W. (2025). Improving Infant Cry Recognition Using MFCC And CNN-Based Audio Augmentation. Jurnal Teknik Informatika (Jutif), 6(2), 995-1016.
Setyoningrum, N. G., Utami, E., Kusrini, & Wibowo, F. W. (2025). Polarized Amplitude Time Spiral Encoding for Infant Cry Audio Augmentation and Convolutional Neural Network. Journal of Innovation Information Technology and Application (JINITA), 7(2), 379–394.
Sudarmawan, Utami, E., Kusrini, & Muhammad, A. H. (2025). Integrating Technology Acceptance Model, Digital Twin, and Fuzzy Analytic Hierarchy Process in Public Sector Digital Transformation: A Systematic Literature Review. 2025 12th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI 2025), 522–529.
Syafnur, A., Setyanto, A., Kusrini, & Sunyoto, A. (2025). A Systematic Literature Review on Deep Learning Based Multimodal Facial Expression Recognition: Trends, Gaps, and Future Opportunities. 2025 13th International Conference on Cyber and IT Service Management (CITSM 2025).
Tabrani, A., Setyanto, A., Kusrini, & Utami, E. (2025). Exploring Datasets and Techniques in Misinformation Detection: A Systematic Literature Review on Advancements and Challenges. 2025 IEEE 2nd International Conference on Cryptography, Informatics, and Cybersecurity (ICoCICs).
Utomo, M. S., Utami, E., Kusrini, & Setyanto, A. (2025). Meningkatkan Dataset CodeXGLUE dengan Representasi Abstract Syntax Tree (AST) Ter Seragam untuk Analisis Kode Lintas Bahasa. Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK), 12(5), 1037–1046.
Windiatmoko, Y., Setyanto, A., Kusrini, & Sunyoto, A. (2025). A Review of Open Access High-Resolution Data for Machine Learning-Based Landslide Susceptibility Mapping. 2025 13th International Conference on Cyber and IT Service Management (CITSM 2025).
Yulianto, Setyanto, A., Utami, E., & Ariatmanto, D. (2025). Analyzing Behavioral Intention in Digital Government Adoption: A Comprehensive Systematic Review. Proceedings of the 2025 International Conference on Information Technology Research and Innovation (ICITRI), 1–6.

2024

Agustina, N., Utami, E., & Hidayat, T. (2024, September). Systematic literature review in the development of datasets and fact verification models for Indonesian language. In 2024 7th International Conference of Computer and Informatics Engineering (IC2IE) (pp. 1-9). IEEE.
Diqi, M., Utami, E., & Wibowo, F. W. (2024, August). A study on methods, challenges, and future directions of generative adversarial networks in stock market prediction. In 2024 IEEE International Conference on Technology, Informatics, Management, Engineering and Environment (TIME-E) (Vol. 5, pp. 148-153). IEEE.
Fairuzabadi, M., Kusrini, K., Utami, E., & Setyanto, A. (2024, September). Advancements and challenges in gated recurrent units (gru) for text classification: A systematic literature review. In 2024 7th International Conference of Computer and Informatics Engineering (IC2IE) (pp. 1-7). IEEE.
Gusdevi, H., Setyanto, A., & Utami, E. (2024, October). Systematic literature review on technology-based fact verification. In 2024 Ninth International Conference on Informatics and Computing (ICIC) (pp. 1-6). IEEE.
Hartanto, A., Utami, E., & Setyanto, A. (2025). Evaluating transformer models for social media text-based personality profiling. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 9(1), 20-30.
Januhari, N. N. U., Setyanto, A., & Utami, E. (2024, November). The influence of cultural factors in software quality assessment models: A systematic literature review. In 2024 6th International Conference on Cybernetics and Intelligent System (ICORIS) (pp. 1-6). IEEE.
Mujiyanto, M., Setyanto, A., Kusrini, K., & Utami, E. (2024). Swin transformer with enhanced dropout and layer-wise unfreezing for facial expression recognition in mental health detection. Engineering, Technology & Applied Science Research, 14(6), 19016-19023.
Nugraha, B. S., Suyanto, M., & Utami, E. (2024, September). Innovative approaches in child-friendly user interfaces: A systematic literature review on technologies, motoric skill and evaluation. In 2024 7th International Conference of Computer and Informatics Engineering (IC2IE) (pp. 1-6). IEEE.
Nurraharjo, E., Utami, E., & Yuana, K. A. (2024, August). Hybrid LSTM-IoT in agriculture: A systematic literature review. In 2024 International Conference on Information Technology and Computing (ICITCOM) (pp. 36-41). IEEE.
Purwanto, A., Kusrini, K., Utami, E., & Agustriawan, D. (2025). Development of double-tail generative adversarial network with adaptive style transfer for anime background production with Makoto Shinkai’s stylization. Scientific Journal of Informatics, 12(1), 159-170.
Purwantara, I. M. A., Setyanto, A., & Utami, E. (2024, November). Deep learning in financial markets: A systematic literature review of methods and future direction for price prediction. In 2024 6th International Conference on Cybernetics and Intelligent System (ICORIS) (pp. 1-6). IEEE.
Sari, Y. S., Utami, E., & Wibowo, F. W. (2024, October). Algorithm for microclimate optimalization for black soldier fly IoT insectarium: Bibliometric analysis. In 2024 Ninth International Conference on Informatics and Computing (ICIC) (pp. 1-6). IEEE.
Semma, A. B., Setyanto, A., Da Silva, B., & Braeken, A. (2024, August). Exploring the landscape of acoustic authentication: Techniques, performance and security. In 2024 IEEE International Conference on Technology, Informatics, Management, Engineering and Environment (TIME-E) (Vol. 5, pp. 61-68). IEEE.
Setyoningrum, N. G., Utami, E., & Wibowo, F. W. (2024, November). A systematic literature review of audio signal processing methods for infant cry recognition and interpretation. In 2024 International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM) (pp. 1-6). IEEE.
Suryawan, I. K. D., Setyanto, A., & Utami, E. (2024, November). Enhancing financial trading strategies with pattern recognition: A systematic literature review of methods, trend and challenge. In 2024 6th International Conference on Cybernetics and Intelligent System (ICORIS) (pp. 1-6). IEEE.
Utami, E., Kusrini, K., & Yuana, K. A. (2024, September). Automatic question-answer generation for education on Indonesian texts: A review of methodologies, dataset and evaluation metrics. In 2024 2nd International Conference on Technology Innovation and Its Applications (ICTIIA) (pp. 1-6). IEEE.
Utomo, M. S., Utami, E., & Setyanto, A. (2024, August). Machine learning innovations in code generation: A systematic literature review of methods, challenges and directions. In 2024 International Conference on Information Technology and Computing (ICITCOM) (pp. 24-29). IEEE.
Wahyuni, W., Setyanto, A., Utami, E., & Kusrini, K. (2024, September). Feature extraction techniques for patterned images: A systematic literature review. In 2024 2nd International Conference on Technology Innovation and Its Applications (ICTIIA) (pp. 1-6). IEEE.
Yanuargi, B., Utami, E., & Parikesit, A. A. (2024). Data clustering for sentiment classification with naïve Bayes and support vector machine. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 8(6), 819-827.