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Information Algebras: Generic Structures For Inference (Discrete Mathematics and Theoretical Computer Science)

Information Algebras: Generic Structures For Inference (Discrete Mathematics and Theoretical Computer Science)
Paperback
Edition:
Softcover reprint of the original 1st ed. 2003
Author:
Juerg Kohlas
Publisher:
Springer
Release Date:
2003
ISBN-10:
1852336897
ISBN-13:
9781852336899
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About Information Algebras: Generic Structures For Inference (Discrete Mathematics and…

Information usually comes in pieces, from different sources. It refers to different, but related questions. Therefore information needs to be aggregated and focused onto the relevant questions. Considering combination and focusing of information as the relevant operations leads to a generic algebraic structure for information. This book introduces and studies information from this algebraic point of view. Algebras of information provide the necessary abstract framework for generic inference procedures. They allow the application of these procedures to a large variety of different formalisms for representing information. At the same time they permit a generic study of conditional independence, a property considered as fundamental for knowledge presentation. Information algebras provide a natural framework to define and study uncertain information. Uncertain information is represented by…

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