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Automating Geometry-Intensive Compliance Checking in BIM: Graph-Based Semantic Reasoning Framework

A graph-based semantic reasoning framework for automating compliance checks in Building Information Modeling.

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Automating Geometry-Intensive Compliance Checking in BIM: Graph-Based Semantic Reasoning Framework

By Zixuan Xiao, Pei Troh Koh, Jun Ma, Jack C. P. ChengarXiv
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The paper proposes a Spatial-Geometric Reasoning System (SGR-BIM) to automate geometry-intensive compliance checking in BIM. SGR-BIM constructs a cross-modal knowledge graph aligning user intent, regulatory semantics, and BIM geometry.

The framework achieves high accuracy on expert-verified queries from fire safety codes.

Abstract

The paper proposes a Spatial-Geometric Reasoning System (SGR-BIM) to automate geometry-intensive compliance checking in BIM. SGR-BIM constructs a cross-modal knowledge graph aligning user intent, regulatory semantics, and BIM geometry. The framework achieves high accuracy on expert-verified queries from fire safety codes.

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bim compliance checkinggraph-based semantic reasoningspatial geometric reasoning systemautomated geometry-intensive regulationsKnowledge GraphsSemantic InteroperabilitySchemas & ShapesContent Engineering
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