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Probability Logics

Probability-Based Formalization of Uncertain Reasoning

  • Book
  • © 2016

Overview

  • Presents applications of probability logics to real-world reasoning, including default reasoning, spatiotemporal reasoning, and measuring inconsistency
  • Includes extensive bibliographies pointing to related work
  • Useful reference for researchers using probability logic, and textbook for graduate courses in logic
  • Includes supplementary material: sn.pub/extras

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Table of contents (8 chapters)

Keywords

About this book

The aim of this book is to provide an introduction to probability logic-based formalization of uncertain reasoning. The authors' primary interest is mathematical techniques for infinitary probability logics used to obtain results about proof-theoretical and model-theoretical issues such as axiomatizations, completeness, compactness, and decidability, including solutions of some problems from the literature.

An extensive bibliography is provided to point to related work, and this book may serve as a basis for further research projects, as a reference for researchers using probability logic, and also as a textbook for graduate courses in logic. 

Reviews

“This is a book that presents a logical view of probabilistic inference and, despite its biases and choice of presentation, should be of interest for students and researchers who are interested in such a foundational view of the interactions of logic and probabilities.” (Computing Reviews, June, 2017)

Authors and Affiliations

  • Mathematical Institute of the Serbian Academy of Sciences and Arts, Belgrade, Serbia

    Zoran Ognjanović, Miodrag Rašković, Zoran Marković

Bibliographic Information

  • Book Title: Probability Logics

  • Book Subtitle: Probability-Based Formalization of Uncertain Reasoning

  • Authors: Zoran Ognjanović, Miodrag Rašković, Zoran Marković

  • DOI: https://doi.org/10.1007/978-3-319-47012-2

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing AG 2016

  • Hardcover ISBN: 978-3-319-47011-5Published: 01 November 2016

  • Softcover ISBN: 978-3-319-83637-9Published: 29 June 2018

  • eBook ISBN: 978-3-319-47012-2Published: 24 October 2016

  • Edition Number: 1

  • Number of Pages: XI, 215

  • Number of Illustrations: 5 b/w illustrations

  • Topics: Mathematical Logic and Formal Languages, Artificial Intelligence, Logic, Mathematical Logic and Foundations

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