Structural causal models as boundary objects in AI system development.
Hans-Martin HeynEric KnaussPublished in: CAIN (2022)
Keyphrases
- causal models
- structural model
- causal discovery
- causal relations
- software engineering
- structural information
- structural equation models
- causal relationships
- case study
- conditional independence
- directed acyclic graph
- knowledge based systems
- artificial intelligence
- information processing
- intelligent systems
- d objects
- expert systems
- bayesian networks
- causal structure
- object boundaries
- np complete
- causal reasoning