INFORMATION SYSTEMS OF ARTIFICIAL INTELLIGENCE MAKING THE BEST DECISIONS IN THE ECONOMY

2016 ◽  
Vol 4 (2) ◽  
pp. 197-203
Author(s):  
Александр Носов ◽  
Aleksandr Nosov
Keyword(s):  
Artificial Intelligence ◽  
Information Systems ◽  
Feature Space ◽  
Economic Systems ◽  
Practice Characteristic ◽  
Recognition Algorithms ◽  
Adaptive Quantization ◽  
Characteristic Values ◽  
Weighting Coefficients ◽  
Theoretical Foundations

The article examines the possibility of using artificial intelligence in economic systems. The theoretical foundations of the methodology description of recognizable objects in the selected feature space showed. An approved method of coding practice characteristic values based on their adaptive quantization, allowing learners to use simple recognition algorithms using the corrected weighting coefficients is given. Such systems can be used to address the macro- and micro-economic challenges as well as in shaping the competencies of staff.

CONTENT OF TEACHING THE ELEMENTS OF ARTIFICIAL INTELLIGENCE IN A SCHOOL INFORMATICS COURSE

2020 ◽  
pp. 3-10
Author(s):  
I. V. Levchenko
Keyword(s):  
Artificial Intelligence ◽  
General Education ◽  
Extracurricular Activities ◽  
Information Technologies ◽  
Learning Experience ◽  
9Th Grade ◽  
Modern Information ◽  
Further Development ◽  
Form Variant ◽  
Theoretical Foundations

The article considers the feasibility of integrating artificial intelligence technologies into school education and identifies a problem in identifying didactic elements in the field of artificial intelligence, which must be mastered in a school informatics course. The purpose of the article is to propose variant of the content of teaching the elements of artificial intelligence for the general education of schoolchildren as part of the curricular and extracurricular activities in informatics. An analysis of the psychological, pedagogical and scientific-methodical literature in the field of artificial intelligence made it possible to identify the appropriateness of teaching schoolchildren the elements of artificial intelligence in the framework of a comprehensive informatics course, as the theoretical foundations of modern information technologies. Summarizing and systematizing the learning experience of schoolchildren in the field of artificial intelligence made it possible to form variant of the content of teaching the elements of artificial intelligence, which can be implemented in a compulsory informatics course for 9th grade, as well as in elective classes. The results of the study are the theoretical basis for the further development of the components of the methodological system of teaching the elements of artificial intelligence in a school informatics course. The research materials may be useful to specialists in the field of teaching informatics and to informatics teachers.

scholarly journals A Survey of Encoding Techniques for Signal Processing in Spiking Neural Networks

2021 ◽  
Author(s):  
Daniel Auge ◽  
Julian Hille ◽  
Etienne Mueller ◽  
Alois Knoll
Keyword(s):  
Artificial Intelligence ◽  
Neural Networks ◽  
Industrial Applications ◽  
Spiking Neural Networks ◽  
Biologically Inspired ◽  
Power Efficient ◽  
Signal Encoding ◽  
Uniform Nomenclature ◽  
Theoretical Foundations ◽  
Do So

AbstractBiologically inspired spiking neural networks are increasingly popular in the field of artificial intelligence due to their ability to solve complex problems while being power efficient. They do so by leveraging the timing of discrete spikes as main information carrier. Though, industrial applications are still lacking, partially because the question of how to encode incoming data into discrete spike events cannot be uniformly answered. In this paper, we summarise the signal encoding schemes presented in the literature and propose a uniform nomenclature to prevent the vague usage of ambiguous definitions. Therefore we survey both, the theoretical foundations as well as applications of the encoding schemes. This work provides a foundation in spiking signal encoding and gives an overview over different application-oriented implementations which utilise the schemes.

scholarly journals Cognitive Information Systems for Protection of Museum Complexes

2018 ◽  
Vol 7 (4.38) ◽  
pp. 82
Author(s):  
Aleksey Valentinovich Bogdanov ◽  
Igor Gennadievich Malygin
Keyword(s):  
Artificial Intelligence ◽  
Information Systems ◽  
Information Security ◽  
Security System ◽  
Structural Scheme ◽  
Cognitive Information ◽  
Technological Platform ◽  
Network Technologies ◽  
Cognitive Information Systems ◽  
Stratified Model

The paper considers the conceptual provisions of building a promising cognitive information security system of the museum complex on a cyber-physical basis. The stratified model of cognitive information security system of the museum complex was presented. It was shown that the key technological platform for the security of the museum complex is information and network technologies integrated (converged) with the technologies of industrial artificial intelligence. The generalized structural scheme of the cognitive cycle of the information security system of the museum complex was considered. The characteristic of the basic processes realized in a cognitive contour was given.   

scholarly journals Virtual Reality of Modern Socio-Economic Transformations: Conceptual Bases and Theoretical Foundations

2020 ◽  
pp. 6-16
Author(s):  
Olga Brizhak ◽  
Vladimir Novikov
Keyword(s):  
Virtual Reality ◽  
Knowledge Economy ◽  
Economic Life ◽  
Economic Systems ◽  
System Quality ◽  
Present Stage ◽  
Economic Transformations ◽  
Post Industrial ◽  
Theoretical Foundations

Dynamic and deep socio-economic transformations at the present stage of the development of social and economic life even more accentuate the attention of researchers and practitioners on the concentration of reflected forms that characterize their virtual nature. The superstructure of virtual forms, complementing the real basis of the economic system, transforms it in a similar way. Virtual signs, products, images form many-sided images, reproducing the mental activity of a person endlessly. Rapid flows of information are increasing, financial derivatives and currency transactions are multiplying, specific services are carried out that do not have a subjectobject basis and form virtual reality, reflecting and multiplying. The article shows that behind the movement of reflected forms there is a certain essence containing past and future scenarios of the formation of a new way of organizing economic activity of people, designated in a number of works as “knowledge economy”. For effective management of such economy the system quality of communications in all spheres of social and economic processes and the phenomena at the present stage is important. The authors investigate the structural elements of virtual reality and their characteristics; consider synonymous categories denoting the interaction of socio-economic systems in the network space. The article demonstrates theoretical and methodological approaches that reveal the essence, nature and content of the “virtual economy” and “virtual reality” in the conditions of modern socioeconomic transformations. The article uses the resources of knowledge economy, political economy, evolutionary and post-industrial methodology.

scholarly journals Devices for Continuous Recording of "Integral ECG" for Determining Vital Physiological Indicators of a Person's State and Their use in Bio Cybernetic Complexes

2020 ◽  
Author(s):  
Bogatyrev Evgeniy ◽  
Kodkin Vladimir
Keyword(s):  
Artificial Intelligence ◽  
Information Systems ◽  
Physical Nature ◽  
Continuous Recording ◽  
Accurate Information ◽  
Physiological Indicators ◽  
Research Areas ◽  
The Creation

One of the rapidly developing research areas is the creation of systems. which are commonly referred to as cyberphysical complexes. In such systems, devices and complexes interact with a completely different physical nature. The role of a person in such systems usually consists in the formation of final tasks for “artificial intelligence” and executive mechanisms. The functioning of actuators is controlled by accurate information systems.

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