01
Information Systems
Proses bisnis, analisis bisnis, project management, decision support, enterprise systems, dan rekayasa sistem informasi.
ACADEMIC AUTHORITY
A research identity
with a clear direction.
Saya memandang riset sebagai cara untuk memahami masalah secara lebih jernih, membangun argumen berbasis bukti, dan menemukan pendekatan yang dapat diterapkan pada dunia nyata.
RESEARCH DIRECTION
Information Systems · Digital Transformation · Artificial Intelligence · Business Intelligence · Explainable Decision Support · Technopreneurship
ACADEMIC MINDSETLearn deeply.
Research responsibly.
Research responsibly.
SINTA
647
SINTA Score
356 3-Year Score
Scopus
5
Documents
1 H-Index
GARUDA
10
Documents
1.547 P-Index
Google Scholar
27
Articles
3 H-Index
Web of Science
KBQ-5301-2024
Author Record
ORCID
1+
Research Identity
Metrik disimpan sebagai snapshot yang dapat diperbarui melalui CMS; tautan profil mengarah ke identitas akademik terkait.
01 · EXPERTISE
Bidang kepakaran yang saling terhubung.
Saya ingin setiap publikasi membentuk garis yang semakin jelas: dari sistem informasi dan keputusan berbasis data menuju AI yang explainable, transformasi digital, dan pendidikan technopreneurship.
02
Digital Transformation
Transformasi organisasi yang menghubungkan manusia, data, proses, teknologi, tata kelola, dan execution.
03
Artificial Intelligence
Machine learning, deep learning, explainable AI, predictive analytics, intelligent systems, dan data-driven decision making.
04
Technopreneurship
Pengembangan ide, produk digital, model bisnis, pemasaran, innovation management, dan entrepreneurial learning.
02 · LATEST RESEARCH
Five latest works.
One evolving direction.
Penelitian terbaru ditempatkan bersama peran, jurnal/konferensi, indeks, DOI, dan tag kepakaran agar konteks ilmiahnya mudah ditelusuri.
012026
A Gamified Learning Model for Business Intelligence in Technopreneurship Education: Case Study at FTI UNIBI
Model pembelajaran gamifikasi untuk meningkatkan penguasaan Business Intelligence dalam pendidikan technopreneurship dengan pendekatan yang lebih aktif dan aplikatif.
Business IntelligenceTechnopreneurshipEducational TechnologyInformation Systems
022026
A Comparative Performance Analysis of Classification Algorithms for Hypertension Diagnosis
Comparative evaluation of classification algorithms for hypertension diagnosis, supporting data-driven and explainable decision support in health-related information systems.
Artificial IntelligenceData ScienceDecision SupportInformation Systems
032025
Algoritma Value Based Untuk Pembangunan Bot Trading Yahoo Finance
Penelitian mengenai pendekatan value-based dalam pembangunan bot trading menggunakan data Yahoo Finance.
Artificial IntelligenceDecision SupportFinancial TechnologyInformation Systems
042025
Analisis Sentimen Aplikasi BYOND by BSI di Google Play Store Menggunakan Metode SVM
Analisis sentimen ulasan aplikasi BYOND by BSI menggunakan Support Vector Machine untuk memahami persepsi pengguna dan mendukung perbaikan layanan digital.
Artificial IntelligenceSentiment AnalysisDigital BusinessInformation Systems
052025
OPTIMIZED DEEP AUTOENCODER WITH L1 REGULARIZATION AND DROPOUT FOR ANOMALY DETECTION IN 6G NETWORK SLICING
Optimized deep autoencoder with L1 regularization and dropout for anomaly detection in highly imbalanced 6G network slicing data.
Artificial IntelligenceDeep LearningAnomaly DetectionNetwork Intelligence
03 · PUBLICATION ARCHIVE
Jejak riset lengkap.
2026
A Gamified Learning Model for Business Intelligence in Technopreneurship Education: Case Study at FTI UNIBI
SISINFO: Jurnal Sistem Informasi dan Informatika, Vol. 8 No. 1 · Journal
Business IntelligenceTechnopreneurshipEducational TechnologyInformation Systems
2026
A Comparative Performance Analysis of Classification Algorithms for Hypertension Diagnosis
SISINFO: Jurnal Sistem Informasi dan Informatika, Vol. 8 No. 1 · Journal
Artificial IntelligenceData ScienceDecision SupportInformation Systems
2025
Algoritma Value Based Untuk Pembangunan Bot Trading Yahoo Finance
TEMATIK Vol. 12 No. 2 · SINTA 3
Artificial IntelligenceDecision SupportFinancial TechnologyInformation Systems
2025
Analisis Sentimen Aplikasi BYOND by BSI di Google Play Store Menggunakan Metode SVM
Jurnal Accounting Information System (AIMS) Vol. 8 No. 2 · Journal
Artificial IntelligenceSentiment AnalysisDigital BusinessInformation Systems
2025
OPTIMIZED DEEP AUTOENCODER WITH L1 REGULARIZATION AND DROPOUT FOR ANOMALY DETECTION IN 6G NETWORK SLICING
Jurnal Techno Nusa Mandiri · SINTA 4
Artificial IntelligenceDeep LearningAnomaly DetectionNetwork Intelligence
2025
T-SNE AND KMEANS-BASED DIMENSIONALITY REDUCTION FOR EXPLAINABLE UNSUPERVISED CLUSTERING IN MENTAL HEALTH DATA ANALYSIS
Hibah Internal UNIBI (Fundamental) · Internal Grant
Explainable AIUnsupervised LearningData ScienceDecision Support
2025
Improving Churn Prediction in Banking: Hyperparameter Optimization of MLP with SHAP and Permutation Feature Importance
2025 Tenth International Conference on Informatics and Computing (ICIC) · Scopus
Explainable AIPredictive AnalyticsBankingDecision Support
2024
A Fall Risk Detection Model for Infants While Sleeping based on Convolutional Neural Networks
Sistemasi: Jurnal Sistem Informasi Vol. 13 No. 6 · SINTA 3
Artificial IntelligenceComputer VisionDeep LearningInformation Systems
2024
Teknik Pengembangan Rencana Tugas Kelas Berbasis Kecerdasan Generatif sebagai Solusi Untuk Menangani Kecurangan dengan Bantuan AI
TEMATIK Vol. 11 No. 1 · SINTA 3
Generative AIEducational TechnologyInformation Systems
2024
OPTIMIZING DIGITAL MARKETING CONVERSION: FEATURE ENGINEERING AND HYPERPARAMETER TUNING IN LOGISTIC REGRESSION
Hibah Internal UNIBI (PDP) · Internal Grant
Digital MarketingMachine LearningBusiness IntelligenceTechnopreneurship
ACADEMIC COLLABORATION
Discuss collaboration Research that connects disciplines and real problems.
Terbuka untuk kolaborasi riset, publikasi, pengembangan kurikulum, seminar akademik, reviewer, dan proyek terapan lintas institusi.