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Analysis on Limitation Origins of Information Theory

Yong Wang 1 Huadeng Wang 1 Qiong Cao 2
1 School of Computer Science and Engineering [Guilin University of Electronic Technology]
2 Department of Computer Science and Engineering [Chongqing]
Abstract : 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.
Keywords : model uncertainty probability reliability communication information theory
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Yong Wang, Huadeng Wang, Qiong Cao. Analysis on Limitation Origins of Information Theory. 7th International Conference on Intelligent Information Processing (IIP), Oct 2012, Guilin, China. pp.50-57, ⟨10.1007/978-3-642-32891-6_9⟩. ⟨hal-01524976⟩

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