Goal
The basic goal of PLN is to provide reasonably accurate probabilistic inference in a way that is compatible with both term logic and predicate logic, and scales up to operate in real time on large dynamic knowledge bases.
The goal underlying the theoretical development of PLN has been the creation of practical software systems carrying out complex, useful inferences based on uncertain knowledge and drawing uncertain conclusions. PLN has been designed to allow basic probabilistic inference to interact with other kinds of inference such as intensional inference, fuzzy inference, and higher-order inference using quantifiers, variables, and combinators, and be a more convenient approach than Bayesian networks (or other conventional approaches) for the purpose of interfacing basic probabilistic inference with these other sorts of inference. In addition, the inference rules are formulated in such a way as to avoid the paradoxes of Dempster-Shafer theory.
Read more about this topic: Probabilistic Logic Network
Famous quotes containing the word goal:
“It is the goal of the American university to be the brains of the republic.”
—Johan Huizinga (18721945)
“Our goal as a parent is to give life to our childrens learningto instruct, to teach, to help them develop self-disciplinean ordering of the self from the inside, not imposition from the outside. Any technique that does not give life to a childs learning and leave a childs dignity intact cannot be called disciplineit is punishment, no matter what language it is clothed in.”
—Barbara Coloroso (20th century)
“The purpose of polite behavior is never virtuous. Deceit, surrender, and concealment: these are not virtues. The goal of the mannerly is comfort, per se.”
—June Jordan (b. 1939)