Mochamad Agung Wibowo

Faculty of Civil Engineering and Planning • Civil Engineering

ORCID: 0000-0002-5434-9107

Ringkasan Keahlian

Mochamad Agung Wibowo memiliki keahlian akademik yang berfokus pada integrasi kecerdasan buatan dan teknik optimasi dalam sistem infrastruktur dan logistik, dengan pergeseran signifikan menuju riset berbasis data dan pembelajaran mesin dalam lima tahun terakhir. Publikasi awalnya banyak menyoroti manajemen konstruksi ramping, energi tertanam, rantai pasok hijau, dan kemitraan proyek di Indonesia. Namun, riset mutakhirnya kini didominasi oleh pengembangan model prediktif dan sistem pendukung keputusan cerdas. Ia secara intensif mengkaji prediksi Indeks Kekasaran Internasional untuk perkerasan lentur menggunakan jaringan saraf tiruan, deteksi penyimpangan konsep untuk optimalisasi bahan bakar truk tambang terbuka, serta peramalan harga Bitcoin dengan ansambel hibrida. Di bidang teknik sipil dan lingkungan, ia meneliti penilaian risiko proyek jalan, alat penilaian bangunan hijau, dan dampak lingkungan konstruksi tropis. Metode yang digunakan meliputi tinjauan sistematis, analisis bibliometrik, pembelajaran mesin adaptif, dan kerangka filosofis ontologi-epistemologi-aksiologi untuk sistem peringatan dini banjir berbasis edge-AI. Objek kajiannya meluas dari konstruksi ke pertanian cerdas, klasifikasi beras, klasterisasi produksi unggas, deteksi perundungan siber, hingga sistem rekomendasi pariwisata. Arah riset terkini menunjukkan fokus pada pemodelan cerdas yang dapat dijelaskan, deteksi anomali waktu nyata, dan integrasi sistem logistik kepulauan, menandai transisi dari manajemen proyek konvensional menuju rekayasa berbasis data dan kecerdasan buatan untuk keberlanjutan.

Publikasi Terkini

Design and Evaluation of a Decision Support System for Classifying Tourism Site Crowding and Recommending Governance Responses in Bunaken National Park

Jurnal Testing dan Implementasi Sistem Informasi • 2026

Mochamad Agung Wibowo

Ringkasan Keahlian

Publikasi Terkini

Design and Evaluation of a Decision Support System for Classifying Tourism Site Crowding and Recommending Governance Responses in Bunaken National Park

Klasterisasi Produksi Unggas Indonesia Menggunakan K-Means untuk Mendukung Pengambilan Keputusan Berbasis Data

Comparative Analysis of Seven Machine Learning Algorithms for Morphology-Based Classification of Cammeo and Osmancik Rice Varieties

Mapping the Global Landscape of Electronic Supply Chain Management (e-SCM): A Bibliometric and Visual Analysis

Adaptive Gradient Boosting for Fuel Consumption Prediction in Mining Haul Trucks under Concept Drift Monitoring

A Hybrid Ensemble Stacking Framework Integrating Long Short-Term Memory and Random Forest for Bitcoin Price Forecasting

Real-Time Explainable Concept Drift Detection for Eco-Driving in Mining Trucks using KSWIN and Event-Triggered SHAP

A smart multi-objective optimization framework for automated greenhouse structural design in controlled agricultural environments

A Risk Matrix Assessment for the Determination of Future Project Delivery Systems in Road Infrastructure Projects in Indonesia

A Comprehensive Literature Review and Bibliometric Analysis of the Development and Difficulties of Artificial Intelligence Methods for International Roughness Index Prediction

Multimodal Implicit Sentiment Analysis for Tourism Development: A Systematic Literature Review

Systematic literature mapping: Integrated system of logistic distribution for island

Optimizing Artificial Neural Networks Modelling in Predicting International Roughness Index for Flexible Pavement

Adaptive Q-Learning-Based Energy-Efficient Multipath Routing for AODV and DSR in MANETs

Constructivism and Pragmatism as Ontological, Epistemological, and Axiological Foundations for a Tourism Recommender System (TRS) in Likupang, North Minahasa (North Sulawesi)

A Philosophical Framework: Integrating Ontology, Epistemology, and Axiology in Edge-AI Flood Early Warning System Design

Bitcoin Price Prediction: A Systematic Literature Review and Bibliometric Analysis

A Systematic Literature Review of Adaptive Machine Learning Approaches for Real-Time Fuel Efficiency Optimization in Open-Pit Mining Trucks

Mapping Bitcoin Research in Information Systems: A Comprehensive Bibliometric Analysis (2008–2025)

Harnessing Remote Sensing for Soil Erosion Prediction: A Bibliometric Review of RUSLE Applications

A Systematic Literature Review and Bibliometric Analysis on Forest Fire Prediction Models

Automatic Detection of Cyberbullying on Text, Image, and Video: A Systematic Literature Review

Bibliometric Landscape of Text and Document Classification Research in Natural Language Processing

Comparative Environmental Impact Assessment of Conventional Pavement Layers and Cement-Treated Recycled Base: Equipment Usage Analysis in Tropical Road Construction Projects

Mapping the Relationship Between Enterprise Risk and Project Risks at Construction Company

Enhancing Safety Evaluation: Weighting of Safety Performance Indicators for Indonesian Construction Projects

Insights into local wisdom of Tri Hita Karana concept for improving sustainability: A literature review and opportunities for future study

Enhancing Construction Safety Evaluation Through a Standardized Rating Tool System

A comparation: Implementation lean construction between design &amp; build and design bid build government project in Indonesia

Artificial Intelligence in Public Sector Information Systems: A Hybrid Systematic Literature Review And Bibliometric Analysis

Ensemble Learning for Dropout Forecasting in Higher Education: A Layered Generalization Method

Realization of Low Carbon Housing Construction: Analysis of Materials, Energy, Technology, and Policies

Foreman Leadership for Sustainable Construction: Linking Productivity, Waste Reduction, and Energy Efficiency

Green building assessment tools in Indonesia: A systematic literature review and comparative analysis

Implementation of Ensemble Classification in Horticultural Crops at Indonesia

Lean construction and sustainability: A review of research trends and implications for the United Nations SDGs

Enhancing sustainable performance with green construction based on local wisdom through implementation strategy as a mediating variable

Towards Sustainable Road Construction: Literature Review on Addressing Environmental Impacts and Promoting Green Technologies

The Dynamics of the Smart City Development: From the First Wave Model to the Third Wave Model

Integrated design and procurement strategy to achieve efficient performance in design and build government project

Schematic risk management in solicited and unsolicited project

A Bibliometric Analysis of Foreign Workers and Construction Development in the Current Era

Kajian Risiko Eskalasi (Price Escalation) terhadap Harga Solar Industri pada Proyek Konstruksi

Key Performance Indicators (KPI) to Measure Effectiveness of Lean Construction in Indonesian Project

Utilizing e-commerce platforms as a tool for online business practicum

Examining Solicited Projects of Public–Private Partnerships (PPP) in the Initiative of Indonesian Government

Tools and Techniques for Improving Maturity Partnering in Indonesian Construction Projects

Readiness for Implemented Sustainable Procurement in Indonesian Government Construction Project

Lean Construction: A Sustainability Operation for Government Projects

A comparation: Implementation lean construction between design & build and design bid build government project in Indonesia