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BIM-based construction scheduling optimization through graph neural network–driven spatial semantic reasoning

delete2026-02-07
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PRE
AI
W
Wenbo Zhang
王正涛 封面图
王正涛 (Zhengtao Wang)
Z
Zhenqing Yang
Z
Zhi Cai *
DOI:10.1016/j.jii.2026.101088delete
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摘要

摘要

En 中文
• BIM-based semantic graph explicitly models spatial relations. • GraphSAGE learns implicit BIM dependencies adaptively. • Dynamic Layering Scheduling Algorithm (DLSA) optimizes tasks. • Proposed method boosts resource use and reduces conflicts.
Keyword:
BIM
graph neural network
construction scheduling
spatial semantic reasoning
dynamic layering

期刊

Journal of Industrial Information Integration 封面图
Journal of Industrial Information Integration
IF:
11.6
论文数:
901
被引数:
4.4K

机构

B
Beijing University of Technology
学者数:
2.8W
论文数: 2.1W
被引数: 2.7W
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