Figurative approach to the quantitative evaluation of the value of information

Zaiats, VM, Zaiats, MM
Dopov. Nac. akad. nauk Ukr. 2018, 6:32-39
https://doi.org/10.15407/dopovidi2018.06.032
Section: Information Science and Cybernetics
Language: Ukrainian
Abstract: 

On the basis of the theory of pattern recognition, a new approach is proposed that allows one to quantify the value of information. Different approaches to the determination and calculation of basic concepts of information theory are considered, in particular, the amount of information and evaluation of its value, based on statistical considerations (the classical approach), the theory of algorithms (algorithmic approach), and the theory of pattern recognition (figurative approach). Their analysis is carried out, and the limits of their use and the fields of effective application are marked.

Keywords: algorithm, information quantity, information theory, information value, pattern recognition, probability
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