Clustering of designers based on building information modeling event logs

• Main Authors: Pan, Yue, Zhang, Limao, Skibniewski, Miroslaw J.
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Civil engineering; Social Network Analysis; Community Detection
• Online Access: https://hdl.handle.net/10356/160906
• Institution: Nanyang Technological University

A network-enabled event log mining approach is proposed for a deep understanding of the Building Information Modeling (BIM)-based collaborative design work. It proposes a novel algorithm termed node2vec-GMM combining a graph embedding algorithm named node2vec and a clustering method named Gaussian m...