HypeR: Hypothetical Reasoning With What-If and How-To Queries Using a Probabilistic Causal Approach.
Sainyam GalhotraAmir GiladSudeepa RoyBabak SalimiPublished in: CoRR (2022)
Keyphrases
- hypothetical reasoning
- probabilistic databases
- uncertain databases
- bayesian networks
- causal networks
- uncertain data
- query evaluation
- query processing
- query language
- probabilistic model
- logic programs
- user queries
- web search engines
- legal argument
- query logs
- aggregate queries
- generative model
- response time
- efficient processing
- causal relationships
- boolean expressions
- range queries
- complex queries
- deductive databases
- database
- data sources
- database queries
- cognitive science
- information processing
- logic programming
- fuzzy logic
- knowledge representation
- computer science
- high level