Formal Theories of Information: From Shannon to Semantic Information Theory and General Concepts of Information

Author:   Giovanni Sommaruga
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   2009 ed.
Volume:   5363
ISBN:  

9783642006586


Pages:   269
Publication Date:   22 April 2009
Format:   Paperback
Availability:   In Print   Availability explained
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Formal Theories of Information: From Shannon to Semantic Information Theory and General Concepts of Information


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Overview

It is commonly assumed that computers process information. But what is inf- mation? In a technical, important, but nevertheless rather narrow sense, Sh- non’sinformationtheorygivesa?rstanswertothisquestion.Thistheoryfocuses on measuring the information content of a message. Essentially this measure is the reduction of the uncertainty obtained by receiving a message. The unc- tainty of a situation of ignorance in turn is measured by entropy. This theory hashad an immense impact on the technologyof information storage,data c- pression, information transmission and coding and still is a very active domain of research. Shannon’s theory has also attractedmuch interest in a more philosophic look at information, although it was readily remarked that it is only a “syntactic” theory of information and neglects “semantic” issues. Several attempts have been made in philosophy to give information theory a semantic ?avor, but still mostly based on or at least linked to Shannon’s theory. Approaches to semantic informationtheoryalsoveryoftenmakeuseofformallogic.Thereby,information is linked to reasoning, deduction and inference, as well as to decision making. Further, entropy and related measure were soon found to have important connotations with regard to statistical inference. Surely, statistical data and observation represent information, information about unknown, hidden para- ters. Thus a whole branch of statistics developed around concepts of Shannon’s information theory or derived from them. Also some proper measurements - propriate for statistics, like Fisher’s information, were proposed.

Full Product Details

Author:   Giovanni Sommaruga
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2009 ed.
Volume:   5363
Dimensions:   Width: 15.50cm , Height: 1.80cm , Length: 23.50cm
Weight:   0.454kg
ISBN:  

9783642006586


ISBN 10:   3642006582
Pages:   269
Publication Date:   22 April 2009
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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From the reviews: This new anthology on formal theories of information is based upon research presented at the May 2006 Muenchenwiler seminar of the Information and Knowledge research groups of the computer science departments of the universities of Bern, Fribourg, and Neuchatel. ... This is probably the clearest account of algorithmic information theory that one will come across. ... Formal theories of information and their philosophical analysis are being developed right now, and this is what makes a volume of this quality so welcome. (Sebastian Sequoiah-Grayson, Minds and Machines, Vol. 22, 2012)


From the reviews: This new anthology on formal theories of information is based upon research presented at the May 2006 Muenchenwiler seminar of the Information and Knowledge research groups of the computer science departments of the universities of Bern, Fribourg, and Neuchatel. ... This is probably the clearest account of algorithmic information theory that one will come across. ... Formal theories of information and their philosophical analysis are being developed right now, and this is what makes a volume of this quality so welcome. (Sebastian Sequoiah-Grayson, Minds and Machines, Vol. 22, 2012)


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