Probability Bounds for Goal Directed Queries in Bayesian Networks.
Michael V. ManninoVijay S. MookerjeePublished in: IEEE Trans. Knowl. Data Eng. (2002)
Keyphrases
- goal directed
- bayesian networks
- probability distribution
- conditional probabilities
- posterior probability
- query processing
- query language
- response time
- autonomous robots
- user queries
- upper bound
- database queries
- error bounds
- conditional independence
- structure learning
- automated planning
- complex queries
- exact answers
- large deviations
- database
- probabilistic model
- query logs
- query evaluation
- web search engines
- efficient processing
- lower bound
- upper and lower bounds
- real time
- random variables
- probability theory
- search engine
- information retrieval
- randomized algorithm
- autonomous learning
- expected loss