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Probabilistic Logics and Probabilistic Networks

Probabilistic Logics and Probabilistic Networks

Hardcover

Series: Synthese Library, Book 350

PhilosophyHistory & Philosophy of ScienceLogic

ISBN10: 9400700075
ISBN13: 9789400700079
Publisher: Springer Nature
Published: Dec 2 2010
Pages: 155
Weight: 0.92
Height: 0.44 Width: 6.14 Depth: 9.21
Language: English
While probabilistic logics in principle might be applied to solve a range of problems, in practice they are rarely applied - perhaps because they seem disparate, complicated, and computationally intractable. This programmatic book argues that several approaches to probabilistic logic fit into a simple unifying framework in which logically complex evidence is used to associate probability intervals or probabilities with sentences. Specifically, Part I shows that there is a natural way to present a question posed in probabilistic logic, and that various inferential procedures provide semantics for that question, while Part II shows that there is the potential to develop computationally feasible methods to mesh with this framework. The book is intended for researchers in philosophy, logic, computer science and statistics. A familiarity with mathematical concepts and notation is presumed, but no advanced knowledge of logic or probability theory is required.

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