Maximum Entropy Applied to Inductive Logic and Reasoning
نویسندگان
چکیده
منابع مشابه
Maximum Entropy Applied to Inductive Logic and Reasoning
This editorial explains the scope of the special issue and provides a thematic introduction to the contributed papers.
متن کاملCombining Propositional Logic with Maximum Entropy Reasoning on Probability Models
We present a system for non-monotonic reasoning based on the probability calculus. This calculus incorporates this type of reasoning in two ways: Non-monotonic decisions (which can be treated as decisions under incomplete knowledge as well) can be the result of reasoning in a single probability model (via conditionalization) or in a set of probability models (via additional principles of ration...
متن کاملMaximum Entropy Probabilistic Logic
Recent research has shown there are two types of uncertainty that can be expressed in first-order logic— propositional and statistical uncertainty—and that both types can be represented in terms of probability spaces. However, these efforts have fallen short of providing a general account of how to design probability measures for these spaces; as a result, we lack a crucial component of any sys...
متن کاملA Logic For Inductive Probabilistic Reasoning
Inductive probabilistic reasoning is understood as the application of inference patterns that use statistical background information to assign (subjective) probabilities to single events. The simplest such inference pattern is direct inference: from “70% of As are Bs” and “a is an A” infer that a is a B with probability 0.7. Direct inference is generalized by Jeffrey’s rule and the principle of...
متن کاملRelational Probabilistic Conditional Reasoning at Maximum Entropy
This paper presents and compares approaches for reasoning with relational probabilistic conditionals, i. e. probabilistic conditionals in a restricted first-order environment. It is well-known that conditionals play a crucial role for default reasoning, however, most formalisms are based on propositional conditionals, which restricts their expressivity. The formalisms discussed in this paper ar...
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ژورنال
عنوان ژورنال: Entropy
سال: 2015
ISSN: 1099-4300
DOI: 10.3390/e17053458