Information Algebras

Name: Information Algebras
Brand: Springer, Berlin
SKU: 9781852336899
Price: 120.07 EUR
Availability: InStock

Generic Structures for Inference

Автор: Jürg Kohlas

Език:

Корици: С меки корици

Издател: Springer, Berlin

Наличност: Външен склад

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120.07 € 234.84 лв

Information usually comes in pieces, from different sources. It refers to different, but related que...

Информация за книгата

Автор

Jürg Kohlas

Език

Английски език

Корици

Книга - С меки корици

Издадена

2003

страници

265

EAN

9781852336899

ISBN

1852336897

Enbook ID

01435314

Издател

Springer, Berlin

Теглоt

420

Размери

156 x 234 x 15

Пълно описание

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 random variables that naturally form information algebras. This theory also relates to probabilistic assumption-based reasoning in information systems and is the basis for the belief functions in the Dempster-Shafer theory of evidence.

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Information Algebras

Generic Structures for Inference

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