Publications

Chien-Pu (Nora) Huang, Shang-Hsien Hsieh (2026). LLM-Assisted Semantic Digital Twin for Explainable and Auditable Facility Operations. i3CE 2026.
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Chien-Pu (Nora) Huang, Shang-Hsien Hsieh (2026). A Plug-and-Play Semantic Execution Framework for Reusable Cross-Domain Automation in Digital Twins. ISARC 2026.
🏆 Best Paper Award
Chien-Pu (Nora) Huang, Shang-Hsien Hsieh (2026). Semantic Reasoning and Integration for Automating Predictive Maintenance in Smart Facility Management. AEI.
DOI
Chien-Pu (Nora) Huang, Shang-Hsien Hsieh (2025). Semantic Digital Twin Technologies for Integrating Heterogeneous Data in Building Carbon Management. 營建工程 2025.
Link
Chien-Pu (Nora) Huang, Shang-Hsien Hsieh (2025). Applying Systems Theory for Predictive Maintenance in Facility Management: A Performance Evaluation Framework Using Neo4j. CECAR10 2025.
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Chien-Pu (Nora) Huang, Shang-Hsien Hsieh (2025). Ontology-Driven Automation for BIM-FM Data Integration Using Neo4j, Python, and Workflow Platforms. i3CE 2025.
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Chien-Pu (Nora) Huang, Shang-Hsien Hsieh (2025). Neo4j-Powered Workflow for Lifecycle Carbon Management: The NTU Campus Case Study. CIB WBC 2025.
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Chien-Pu (Nora) Huang, Shang-Hsien Hsieh (2025). Semantic Digital Thread Framework for Explainable Lifecycle Carbon Management: An Ontology-Driven and Auditable Automation Backbone. AUTCON.
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Chien-Pu (Nora) Huang, Shang-Hsien Hsieh (2024). Assessment of BIM Interoperability Issues in Facility Management. JCICHE.
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