The Concept of Sense in the Aspect of the Theory of Algorithms
The article refers to interdisciplinary scientific research in philosophy, information theory and the theory of algorithms. This article presents the results of theoretical studies on the formalization of human intellectual activity in relation to the field of cognitive sciences. The subject of the...
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| Vydáno v: | 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine (CSGB) s. 51 - 55 |
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IEEE
28.09.2023
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| Abstract | The article refers to interdisciplinary scientific research in philosophy, information theory and the theory of algorithms. This article presents the results of theoretical studies on the formalization of human intellectual activity in relation to the field of cognitive sciences. The subject of the study is the concept of sense. The relevance of the study is conditioned by the development of artificial intelligence, in which the category of sense plays one of the leading roles. For humans, the concept of sense is relevant, both from a world outlook point of view and from the standpoint of cognitive science. However, the problem lies in the fact that sense is an axiomatic concept and therefore is difficult to formalize. There are various formulations of the sense at a qualitative level, but to solve practical problems in the field of cognitive science, a quantitative definition is required, that is, a description of the sense from a mathematical standpoint. The purpose of the study is to mathematically substantiate the concept of sense using the theory of algorithms and, as a consequence, to prove the possibility of calculating the sense. This paper uses the philosophical concept of the relationship of participation (author S. E. Yachin) and the Kolmogorov Complexity of Algorithms (author A. N. Kolmogorov). The principle of relativization, laid down in the formulation of the relationship of participation, served as the foundation for the development of an algorithmic approach to the calculation of sense. At a hypothetical level, an assumption is made that the additive constant accompanying the algorithmic calculations of information can serve as a measure of the amount of sense. To confirm the proposed hypothesis, a theorem on the computability of sense has been formulated and proved. The results obtained may be of interest to researchers and developers of artificial intelligence and other areas of cognitive science. |
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| AbstractList | The article refers to interdisciplinary scientific research in philosophy, information theory and the theory of algorithms. This article presents the results of theoretical studies on the formalization of human intellectual activity in relation to the field of cognitive sciences. The subject of the study is the concept of sense. The relevance of the study is conditioned by the development of artificial intelligence, in which the category of sense plays one of the leading roles. For humans, the concept of sense is relevant, both from a world outlook point of view and from the standpoint of cognitive science. However, the problem lies in the fact that sense is an axiomatic concept and therefore is difficult to formalize. There are various formulations of the sense at a qualitative level, but to solve practical problems in the field of cognitive science, a quantitative definition is required, that is, a description of the sense from a mathematical standpoint. The purpose of the study is to mathematically substantiate the concept of sense using the theory of algorithms and, as a consequence, to prove the possibility of calculating the sense. This paper uses the philosophical concept of the relationship of participation (author S. E. Yachin) and the Kolmogorov Complexity of Algorithms (author A. N. Kolmogorov). The principle of relativization, laid down in the formulation of the relationship of participation, served as the foundation for the development of an algorithmic approach to the calculation of sense. At a hypothetical level, an assumption is made that the additive constant accompanying the algorithmic calculations of information can serve as a measure of the amount of sense. To confirm the proposed hypothesis, a theorem on the computability of sense has been formulated and proved. The results obtained may be of interest to researchers and developers of artificial intelligence and other areas of cognitive science. |
| Author | Vereschagina, Elena Fadyushin, Sergey Pafnuteva, Yana Kim, Su En |
| Author_xml | – sequence: 1 givenname: Sergey surname: Fadyushin fullname: Fadyushin, Sergey email: fadyushin.sg@dvfu.ru organization: Far Eastern Federal University,Department of Information and Computer Systems,Vladivostok,Russia – sequence: 2 givenname: Elena surname: Vereschagina fullname: Vereschagina, Elena email: vereschagina.ea@dvfu.ru organization: Far Eastern Federal University,Department of information Security,Vladivostok,Russia – sequence: 3 givenname: Yana surname: Pafnuteva fullname: Pafnuteva, Yana email: Solntseva@msun.ru organization: Maritime State University named after admiral G.I. Nevelskoy,Department of Computer Engineering,Vladivostok,Russia – sequence: 4 givenname: Su En surname: Kim fullname: Kim, Su En email: kim.sue@students.dvfu.ru organization: Far Eastern Federal University,Department of Information and Computer Systems,Vladivostok,Russia |
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| SubjectTerms | Additives algorithm artificial intelligence Atmospheric measurements Biomedical measurement Cognitive science entropy Genomics information Particle measurements Philosophical considerations sense |
| Title | The Concept of Sense in the Aspect of the Theory of Algorithms |
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