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Published in:
2012 | OriginalPaper | Chapter
Analysis on Limitation Origins of Information Theory
Authors : Yong Wang, Huadeng Wang, Qiong Cao
Published in: Intelligent Information Processing VI
Publisher: Springer Berlin Heidelberg
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The limitations of Shannon information theory are pointed out from new perspectives. The limitations mainly exist in the neglects of the information reliability and completeness. The significances of the information reliability to the information measurements are further illustrated through example analysis. It is pointed out that such limitations originate from neglects of multi-level information uncertainties, uncertainty of the model and other objects of information system, and insufficient knowledge on uncertainties of probability values.