[PDF.96lh] Novelty, Information and Surprise

Novelty, Information and Surprise

[PDF.ut01] Novelty, Information and Surprise

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 | #6821315 in Books |  Springer |  2012-08-31 | Original language:English | PDF # 1 |  9.20 x.90 x6.10l,1.15 | File type: PDF | 248 pages

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|| ||From the reviews:|“In this interesting book, the author extends classical Shannon information theory to include the subjective element of interestingness, novelty or surprise. … A theory of novelty and surprise is developed in this book to provid

The book offers a new approach to information theory that is more general then the classical approach by Shannon. The classical definition of information is given for an alphabet of symbols or for a set of mutually exclusive propositions (a partition of the probability space Ω) with corresponding probabilities adding up to 1. The new definition is given for an arbitrary cover of Ω, i.e. for a set of possibly overlapping propositions. The generalized information concept...

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