A novel Data-Driven framework based on BIM and knowledge graph for automatic model auditing and Quantity Take-off.
Hao LiuJack C. P. ChengVincent J. L. GanShanjing ZhouPublished in: Adv. Eng. Informatics (2022)
Keyphrases
- data driven
- formal model
- conceptual framework
- theoretical framework
- conceptual model
- generic model
- prior knowledge
- probabilistic model
- computational model
- dependency graph
- modeling framework
- graph model
- theoretical foundation
- experimental data
- knowledge acquisition
- reasoning mechanism
- objective function
- high level
- additional knowledge
- neural network
- unified model
- knowledge about the world
- spanning tree
- graph theory
- bipartite graph
- bayesian framework
- mathematical model
- management system
- domain knowledge