Issue 4 (2018)
Computing Systems and Elements
Annotation: The work considers the approach to creating an artificial intelligence system using the example of the Domino game. The genetic algorithm is used to optimise the strategy of the game. A comparative analysis of the implemented approaches to determine the effectiveness of optimization of game strategies using genetic algorithms has been carried out.
Keywords: genetic algorithms, artificial intelligence, games with incomplete information, Domino game
Annotation: The profiling of applicants for higher education is usually carried out on the basis of received information about departments, assessments of the Uniform State Examination (USE) and/or the results of internal examinations in the core subjects, as well as the personal preferences of applicants. The heterogeneity of sources and interpretation of information received by applicants at the time of application leads to wrong choice of future profession, difficulties in the course of studies and further work in the profession. In order to reduce the number of such situations, it is proposed to use an entrance profiling system for applicants with automated testing based on psychoanalysis, the use of which should help doubtful applicants to choose their training destination. The system provides an opportunity to take tests and provide recommendations on the choice of the most appropriate course of study based on determining the psychotype of an entrant. In addition, there is a need to create some standards and a recommendation system based on them in order to profile applicants in the recommendation form, taking into account their individuality.
Keywords: entrant profiling, psychoanalysis, standardization, system of flexible recommendations
Annotation: The materials of the article reflect the authors' variant approaches in the work on the choice of methods for developing information systems (IS) as part of the initiative complex research, which is being opened for the period 2020-2022, by the Department IIPPO of the Institute of IT RTU MIREA on the theme: "Methodological bases of designing the architecture of information systems (IS)". Methodological aspects of evaluation of the emergenence of information systems design are considered.
Keywords: Emergencies, engineering, methodology, re-engineering, information systems
Annotation: This article compares the accuracy of forecasting the value of a company's shares using a convolution neural network (CNN), a simple recursive neural network (SIMPLE RNN) and a long term memory based recursive neural network (LSTM).
Keywords: forecast, convolution neural network (CNN), simple recursive neural network (SIMPLE RNN), long term memory based recursive neural network (LSTM)
Annotation: A feature of the functioning of the audited company today is the constant growth in the requirements set by users for processing financial information. The main standards used in the audit of information systems have been reviewed. The stages of information systems audit have been described.
Keywords: information systems audit, CoBiT
System Programming
Annotation: A process-based approach was used as a basic approach in the conceptual design of the C-Commerce system architecture. The principles of openness, scalability, interoperability, globalisation (availability), customisation (flexibility) and outsourcing were also considered. Based on the process approach, the SCM approach was identified and adopted as a principle of resource sharing. A service-oriented approach has been selected for technical implementation. The importance of the concept of open systems in organising the interaction of systems was emphasised. In conclusion, the key requirements for large-scale open information systems were considered.
Keywords: C-Commerce, E-Comemrce, service oriented approach (SOA), openness, scalability, interoperability, globalization, customization, SCM approach
Annotation: The requirements for the characteristics and functionality of a digital platform for the automation of digital processes are given.
Keywords: digital platform, requirements, warehouse processes
Systems, Networks and Devices for Telecommunication
Annotation: Primary refining implies a continuous production process. Production facilities that are part of the refinery's structure are under constant load, performing functional tasks. An important role in the study of the safety of refining processes is played by their monitoring. The results obtained are the basis for the subsequent systematisation of accident conditions and the systematic synthesis of accident prevention and/or localisation measures, elimination of consequences (if any) and reduction of possible damage."
Keywords: risk assessment, distillation column, primary oil processing, refining industry, crude oil, monitoring, control, safety
Annotation: This article discusses the possibility of introducing temperature sensors into various devices on the Internet of things. Advantages and disadvantages as well as areas of application of the received data are revealed.
Keywords: Internet of Things, Sensors, Distributed Systems
Methods and Means of Control in Organizational Systems
Annotation: This article reviews the foundations and methods of profiling undergraduate students. The existing methods of selection of students are analyzed. Advantages and conditions of introduction of a point-rating system are described. The manual, partially automated and fully automated profiling system is described.
Keywords: profiling, decision support system, FSES ETO, competitive basis, student distribution
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