HypeR: Hypothetical Reasoning With What-If and How-To Queries Using a Probabilistic Causal Approach.
Sainyam GalhotraAmir GiladSudeepa RoyBabak SalimiPublished in: SIGMOD Conference (2022)
Keyphrases
- hypothetical reasoning
- probabilistic databases
- bayesian networks
- uncertain databases
- causal networks
- query evaluation
- query language
- logic programs
- uncertain data
- response time
- efficient processing
- query processing
- web search engines
- neural network
- deductive databases
- supreme court
- probabilistic model
- data structure
- database
- machine learning
- unstructured peer to peer
- conditional probabilities
- legal argument
- causal relations
- causal reasoning
- aggregate queries
- query formulation
- causal relationships
- belief networks
- query logs
- cognitive science
- range queries
- retrieval systems
- user queries
- multi dimensional
- data sources
- databases