Information Algebras is popular PDF and ePub book, written by Juerg Kohlas in 2012-12-06, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Information Algebras can be Read Online from any device for your convenience.
Information Algebras Book PDF Summary
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.
Detail Book of Information Algebras PDF
- Author : Juerg Kohlas
- Release : 06 December 2012
- Publisher : Springer Science & Business Media
- ISBN : 9781447100096
- Genre : Mathematics
- Total Page : 274 pages
- Language : English
- PDF File Size : 10,7 Mb
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