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:
“An older child, one who possesses a conscience, will be troubled with self-reproaches and feelings of shame for his naughtiness, even if he is not discovered. But our two-year-olds and our three-year- olds experience guilt feelings only when they feel or anticipate disapproval from the outside. In doing this, they have taken the first steps toward the goal of conscience, but there is a long way ahead before the policeman outside becomes the policeman inside.”
—Selma H. Fraiberg (20th century)
“What is it that endowed things with meaning, value, significance? The creating heart, which desired, and, out of its desire, created. It created joy and woe. It wanted to satiate itself with woe. We must take all the suffering that has been endured by men and animals upon ourselves and affirm it, and possess a goal in which it acquires reason.”
—Friedrich Nietzsche (1844–1900)
“The legend of Felix is ended, the toiling of Felix is done;
The Master has paid him his wages, the goal of his journey is won;
He rests, but he never is idle; a thousand years pass like a day,
In the glad surprise of Paradise where work is sweeter than play.”
—Henry Van Dyke (1852–1933)