Weisfeiler‐Lehman Kernel Augmented Product Representation for Queries on Large‐Scale BIM Scenes

• Published in: Computer animation and virtual worlds Vol. 36; no. 3
• Main Authors: Hu, Huiqiang, He, Changyan, Liu, Xiaojun, Jia, Jinyuan, Yu, Ting
• Format: Journal Article
• Language: English
• Published: Hoboken, USA John Wiley & Sons, Inc 01.05.2025; Wiley Subscription Services, Inc
• Subjects: BIM product; Convergence; Isomorphism; large‐scale virtual scene; Product specifications; representation; Representations; Virtual reality; Weisfeiler‐Lehman kernel

ABSTRACT To achieve efficient querying of BIM products in large‐scale virtual scenes, this study introduces a Weisfeiler‐Lehman (WL) kernel augmented representation for Building Information Modeling(BIM) products based on Product Attributed Graphs (PAGs). Unlike conventional data‐driven approaches t...