Abduction: the missing link between deduction and induction. A comment on Ormerod's 'rational inference: deductive, inductive and probabilistic thinking'.
John MingersPublished in: J. Oper. Res. Soc. (2012)
Keyphrases
- deductive reasoning
- functional programs
- causal networks
- knowledge representation
- bayesian networks
- abductive reasoning
- inductive learning
- knowledge base
- missing data
- artificial intelligence
- logic programming
- logic programs
- machine learning
- inference process
- belief networks
- missing values
- uncertain data
- probabilistic model
- inductive inference
- probabilistic logic
- inductive logic programming
- decision making
- inductive reasoning
- decision trees
- constructive induction
- probabilistic reasoning
- inference rules
- link structure
- background knowledge
- incomplete data
- factor graphs
- program synthesis
- concept learning
- logical inference
- conditional probabilities
- posterior probability
- generative model