Аннотации

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Battalova I.F., Dyaminova E.I., Vasilyeva L.I.

MODELING AND AUTOMATION OF THE PROCESSING PROCESS OF APPLICATIONS FOR A STAMP PRODUCTION COMPANY

Bashkir State Pedagogical University named after M. Akmulla

This article is devoted to modeling and analysis of the process of processing applications for services of a company for the production of seals. The features of the process are considered. The need for automation has been identified. The requirements for the information resource are formulated. The choice of development tools is justified.

Key words: business process analysis, modeling, web application, PHP, database, automation.

Zaynetdinov I.F., Dyaminova E.I., Filippova A.S.

USE OF DIGITAL TECHNOLOGIES FOR PRIVATE LESSONS

Bashkir State Pedagogical University named after M. Akmulla

INTAS LLC

The main tasks when conducting private lessons between teachers and students are considered, shortcomings in the functional solutions of existing video conferencing software are identified, and ways to improve and arrive at full-fledged interactive video lessons are proposed.

Key words: distance education, private teaching, tutoring, problems of video conferencing services, disadvantages of distance education.

Filippova A.S., Ramazanova R.R., Bakirov D.A.

RESEARCH OF THE EFFECTIVENESS OF GENETIC ALGORITHM OPERATORS USING THE EXAMPLE OF SOLVING THE TRANSPORT ROUTING PROBLEM

Bashkir State Pedagogical University named after M. Akmulla

This article describes a study of the efficiency of genetic algorithm operators. The basic concepts and terms, operators and procedures of the genetic algorithm are described. Based on the genetic algorithm, a software module was designed and developed, and computational experiments were carried out.

Key words: optimization, transport routing problem, genetic algorithm, genetic algorithm operators and procedures, software, modeling.

Bakirov D.A.

ANALYSIS OF THE PROCESS OF VISUALIZATION OF VIDEO IMAGES FOR DESIGNING A DATA RECOGNITION SOFTWARE

Bashkir State Pedagogical University named after M. Akmulla

This article presents an analysis of the process of visualizing video data processed by the recognition kernel in an enterprise and the design of the corresponding software tool. The relevance of developing software based on computer vision technology has been substantiated. A review and analysis of the market for software products that allow you to visualize video data was carried out. A software solution has been designed for visualizing video data based on processing by the recognition kernel. Technical requirements for the software solution have been formed. Using Microsoft Visio, a diagram of the “as will be” process was constructed. The stages of developing a software solution are described.

Keywords: software, computer vision, JavaScript, React, Node JS, Express.

Kuropatova Yu.V., Mikheeva T.I.

ORGANIZATION AND OPTIMIZATION OF TRANSPORT INFRASTRUCTURE IN ULYANOVSK

Samara University named after academician S.P. Korolev

This article discusses issues related to the organization of traffic in the city of Ulyanovsk. The goal of the work is to build a mathematical model of the city’s transport infrastructure using the intelligent transport geographic information system “ITSGIS” using the example of the city of Ulyanovsk. In the process of work, a complex mathematical model of the city's transport infrastructure was built in the environment of the intelligent transport geoinformation system "ITSGIS", taking into account existing geo-objects of transport infrastructure, new necessary and sufficient geo-objects, using the example of the city of Ulyanovsk.

Key words: public transport stops, intensity of traffic flows, technical means of organizing traffic, road signs, traffic lights, road markings, fences, artificial road humps.

Pominova K.A., Mikheeva T.I.

OPTIMIZATION PROCESS IN THE “ITSGIS” SYSTEM OF DISTRIBUTION OF TRAFFIC EQUIPMENT

Samara University named after academician S.P. Korolev

The article discusses the construction of a complex mathematical model of the transport infrastructure of part of the city of Ulyanovsk, as well as the optimization of the deployment of technical means of organizing traffic.

Key words: geographic information system, mathematical modeling, transport infrastructure, transport process, geo-objects, spatially distributed information.

Zalyaletdinova L.E., Mikheeva T.I.

OPTIMIZATION PROCESS IN THE “ITSGIS” SYSTEM OF DISTRIBUTION OF TRAFFIC EQUIPMENT

Samara University named after academician S.P. Korolev

This article discusses the construction of a complex mathematical model of the transport infrastructure of a part of the city of Ulyanovsk, as well as the optimization of the deployment of technical means of traffic management using the intelligent transport geographic information system "ITSGIS".

Key words: geographic information system, mathematical modeling, transport infrastructure, transport process, geo-objects, spatially distributed information.

Geychuk A.M., Mikheeva T.I.

BUILDING A MATHEMATICAL MODEL OF TRANSPORT INFRASTRUCTURE OF THE CITY OF ULYANOVSK

Samara University named after academician S.P. Korolev

As a result of the work, based on an analysis of the characteristics of transport infrastructure objects, existing transport processes, principles of safe organization of traffic flow management, an optimal comprehensive mathematical model of the transport infrastructure of the city of Ulyanovsk was built with visualization of geo-objects on the corresponding thematic layers of the electronic map.

Key words: mathematical model, transport infrastructure, intelligent transport system, geographic information system, road network.

Antoshina E.E., Mikheeva T.I.

THE PROCESS OF COMPREHENSIVE OPTIMIZATION IN THE “ITSGIS” SYSTEM OF THE DISTRIBUTION OF TECHNICAL MEANS OF TRAFFIC ORGANIZATION BY THE EXAMPLE OF THE CITY OF ULYANOVSK

Samara University named after academician S.P. Korolev

This article discusses the construction of a complex mathematical model of the transport infrastructure of a part of the city of Ulyanovsk, as well as the optimization of the deployment of technical means of traffic management. The work is an assessment of the current state of part of the transport infrastructure of the city of Ulyanovsk. In the process of work, a comprehensive model of a part of the street near the school was built. A comprehensive optimization of the deployment of technical means of organizing traffic in the areas under consideration was carried out, taking into account the existing geo-objects of the city's transport infrastructure, using an intelligent transport geographic information system.

Key words: geographic information system, mathematical modeling, transport infrastructure, transport process, geo-objects, spatial distribution information.

M.D. Ershova, T.I. Mikheeva

OPTIMIZATION PROCESS IN THE “ITSGIS” SYSTEM OF TRAFFIC LIGHTS DISLOCATION

Samara University named after academician S.P. Korolev

This article discusses the construction of a comprehensive mathematical model of the transport infrastructure of several streets in the city of Ulyanovsk, as well as the optimization of the location of traffic lights. The purpose of the article is to improve the safety of pedestrians and vehicle drivers by installing flashing yellow traffic lights of the T.7 type. In the process of working in the ITSGIS program, a comprehensive mathematical model of the transport infrastructure of several streets was created. This article discusses the installation of missing traffic lights at pedestrian crossings.

Key words: geographic information system, mathematical modeling, transport infrastructure, transport process, geo-objects, spatial distribution information, traffic light, yellow light, safety.

Dyaminova E.I., Ibragimova A.N., Faizullin R.M.

USE OF AUGMENTED REALITY TECHNOLOGY IN SIMULATION OF VISUAL Aids FOR SCHOOL INFORMATION LESSONS

Bashkir State Pedagogical University named after M. Akmulla

This article is devoted to the design and development of a mobile application using augmented reality technology in order to increase the clarity of presentation of educational material in school computer science lessons. The features of the process of teaching schoolchildren using AR technologies and the environment for designing the corresponding interface are considered. The design process and development results are described. The cost of development is indicated.

Key words: AR technologies in education, augmented reality, mobile application, school computer science lessons.

Alekseev S.A., Mikheeva T.I.

APPLICATION OF TRANSPORT DIGITAL TWIN IN INTELLIGENT TRANSPORT GEOINFORMATION SYSTEM

Samara University named after academician S.P. Korolev

IntelTrans Company

This article discusses the topics of using a transport digital twin in the environment of the intelligent transport geographic information system "ITSGIS" (ITSGIS). Transport digital twin technology is conceptually evolving and does not have a single standard definition. Solving the problem of increasing the efficiency of traffic management is inextricably linked with the introduction of digital systems, such as automated traffic management systems based on digital twins that perform traffic management functions. The concept of using a transport digital twin in ITSGIS (adaptive traffic management systems) is being addressed to reduce waiting time at an intersection.

Key words: ATCS, intelligent transport system, geographic information system, ITSGIS, digital twin, traffic management, digitalization, vehicles.

Klepikov N.M.

IMPLEMENTATION OF ROAD SIGN RECOGNITION USING CONVOLUTIONAL NEURAL NETWORK IN THE INTELLIGENT TRANSPORT GEOINFORMATION SYSTEM ITSGIS

Samara University named after academician S.P. Korolev

The article reviews the implementation of a convolutional neural network necessary for recognizing road signs, as well as the implementation of this development in the intelligent transport geographic information system ITSGIS

Keywords: convolutional neural network, road signs, recognition, ITSGIS

Molodyko K.A.

HARDWARE-SOFTWARE COMPLEX FOR FILTERING NETWORK TRAFFIC FOR INTELLIGENT TRANSPORT GEOINFORMATION SYSTEM “ITSGIS”

Samara University named after academician S.P. Korolev

IntelTrans Company

This article discusses issues related to traffic protection and filtering for an intelligent transport geographic information system. The purpose of the work is to explain the filtration system and the operating principle of the hardware and software complex for ITSGIS. In the process of work, the main aspects and principles of traffic filtering were identified, and an explanation was given of the functionality and development of the hardware and software complex for filtering.

Key words: network traffic filter, firewall, technical means of information security, hardware and software complex, link level protocols.

Petryaev M.M.

LOCATION OF GEOOBJECTS “MONUMENTS” ON THE INTERACTIVE ELECTRONIC MAP ITSGIS

Samara University named after academician S.P. Korolev

IntelTrans Company

The article describes the location of geo-objects of the “Monuments” plug-in on an interactive electronic map in the environment of the intelligent transport geographic information system “ITSGIS”. The rationale for choosing the development environment for the “Monuments” plugin with visualization of the plugin’s geo-objects is considered.

Key words: geoobjects, “Monuments” plugin, intelligent transport geographic information system “ITSGIS”, interactive electronic map, visualization of geoobjects, programming language, database.

Meleshenko I.S.

RESEARCH OF GEOINFORMATION SYSTEM STRUCTURES

Samara University named after academician S.P. Korolev

IntelTrans Company

This article analyzes the structures of the ITSGIS geographic information system.

Key words: geographic information system, structure, geoobject, monument

Adoikanova O.T.

OPTIMIZATION PROCESS IN THE “ITSGIS” SYSTEM OF FENCE DISLOCATION

Samara University named after academician S.P. Korolev

This article discusses the construction of a complex mathematical model of the transport infrastructure of a section of a street in the city of Chelyabinsk, as well as the optimization of the deployment of fences. The purpose of the article is to improve the safety of pedestrians and vehicle drivers by installing pedestrian barriers. In the process of working in the ITSGIS program, a comprehensive mathematical model of the transport infrastructure of a street section was created. This article discusses the installation of missing barriers at pedestrian crossings.

Key words: geographic information system, mathematical modeling, transport infrastructure, transport process, geo-objects, spatial distribution information, traffic light, yellow light, safety

Savichev A.S., Mikheeva T.I.

CADASTRAL AND LAND MANAGEMENT PROJECTS DURING THE CONSTRUCTION OF HIGHWAYS

Samara State Economic University

IntelTrans

Samara University named after academician S.P. Korolev

The article is devoted to a description of the interpretation of space images, the use of images in a geographic information environment, a description of methods for using space images in a geographic information environment and the creation of a map using space images in the environment of the intelligent transport geographic information system ITSGIS.

Key words: Deciphering, snapshot, geoobject, map, geographic information environment, geographic information system, method, intelligent transport geographic information system “ITSGIS”.

Savichev A.S., Mikheeva T.I.

APPLICATION OF ITSGIS TECHNOLOGIES IN LAND MANAGEMENT FOR HIGHWAY CONSTRUCTION

Samara State Economic University

IntelTrans

Samara University named after academician S.P. Korolev

The article is devoted to a description of the decoding of space images, the use of images in a geographic information environment, a description of methods for using space images in a geographic information environment and the creation of a map using space images in the environment of the intelligent transport geographic information system ITSGIS.

Key words: Deciphering, snapshot, geoobject, map, geographic information environment, geographic information system, method, intelligent transport geographic information system “ITSGIS”.

Vasilyeva E.A.

OPTIMIZATION OF TRANSPORT INFRASTRUCTURE OF THE CITY OF CHELYABINSK

Samara University named after academician S.P. Korolev

IntelTrans

This article discusses issues related to the organization and optimization of traffic in the city of Chelyabinsk. The purpose of the work is to assess the state of the road infrastructure of the city of Chelyabinsk. In the process of work, road signs of the city of Chelyabinsk were examined, possible options for optimizing the transport infrastructure were explored, and summary statements were compiled for each element of the studied area (specific street). The result of this work is a complete analysis of the road structure of Chelyabinsk, calculation and analysis, solution of the optimization problem.

Key words: optimization of traffic, traffic signs, road markings, lighting poles, optimization of traffic elements.

Vigushina A.I., Chekina E.V.

CALCULATING THE INTENSITY OF TRAFFIC AND PEDESTRIAN FLOWS USING THE EXAMPLE OF THE INTERSECTION OF ST. ARTSYBUSHEVSKAYA KH ST. MAYAKOVSKY

Samara University named after academician S.P. Korolev

IntelTrans

This article discusses a method for calculating the intensity of transport and pedestrian flows at a certain intersection in the city of Samara.

Key words: intensity, intersection, counting, coefficients, transport.

Khasanova N. F., Chekina E. V.

OPTIMIZATION PROCESS IN THE “ITSGIS” SYSTEM OF PUBLIC TRANSPORT STOP LOCATION

Samara University named after academician S.P. Korolev

IntelTrans

This article discusses the construction of a comprehensive mathematical model of the transport infrastructure of a section of a street in the city of Chelyabinsk, as well as the optimization of the location of public transport stops. The purpose of the article is to improve passenger safety and comfortable waiting, boarding and disembarking of passengers by installing public transport stops. In the process of working in the ITSGIS program, a comprehensive mathematical model of the transport infrastructure of a street section was created. This article discusses the installation of missing stops.

Key words: geographic information system, mathematical model, transport infrastructure, transport process, geo-objects, spatial distribution information, stop.

Igitkhanyan L., Mikheeva T.I.

CALCULATION OF THE DISTRIBUTION OF PEDESTRIAN AND VEHICLE FLOW AT THE INTERRECTION OF AURORA STREET x DYBENKO STREET

Samara University named after academician S.P. Korolev

IntelTrans

The article discusses a method for calculating the distribution of pedestrian and vehicle flows at a certain intersection in Samara

Key words: intensity, intersection, counting, reduction coefficient, transport.

Petlina Yu.A., Alekseev S.A.

ASSESSMENT OF LOAD CONCLUSION AT THE INTERRECTION OF LESNAYA STREET AND OSIPENKO STREET BASED ON A STUDY OF THE INTENSITY OF TRAFFIC AND PEDESTRIAN FLOW

Samara University named after academician S.P. Korolev

IntelTrans

The article discusses the assessment of congestion at the intersection of Lesnaya Street and Osipenko Street in the city of Samara based on a study of the intensity of transport and pedestrian flows.

Key words: intensity, intersection, counting, coefficients, transport.

Igitkhanyan L., Zolotovitsky A.V.

SPATIAL COORDINATION OF TECHNICAL MEANS OF TRAFFIC ORGANIZATION IN THE CITY OF CHELYABINSK

Samara University named after academician S.P. Korolev

IntelTrans

The article discusses the spatial coordination of technical means of organizing traffic, used to build a complex mathematical model of the transport infrastructure of a part of the city of Chelyabinsk. The purpose of the work is to assess the current state of the city's transport infrastructure. A comprehensive model of the transport network of the city of Chelyabinsk was built, comprehensive spatial coordination of the deployment of technical means of organizing traffic in the considered areas was carried out, taking into account the location of existing geo-objects of transport infrastructure using the intelligent transport geographic information system "ITSGIS".

Key words: mathematical modeling, transport infrastructure, transport process, geo-objects, spatial distribution information, geographic information system.

Pulenkova A.S., Mikheev S.V.

OPTIMIZATION OF TRANSPORT INFRASTRUCTURE IN THE CITY OF CHELYABINSK

Samara University named after academician S.P. Korolev

IntelTrans

This article discusses issues related to the organization and optimization of traffic in the city of Chelyabinsk. The purpose of the work is to assess the condition of the road infrastructure of the city of Chelyabinsk. In the process of work, road signs of the city of Chelyabinsk, road markings, lighting poles, optimization of traffic elements, and possible options for optimizing transport infrastructure were examined. The result of this work is a complete analysis of the road structure of Chelyabinsk, calculation and analysis, solution of the optimization problem.

Key words: optimization of transport infrastructure, intelligent transport geographic information system, transport process, geo-objects, spatial distribution information.

Silantieva A.V., Naydenova D.A.

RESEARCH OF THE INTENSITY OF TRAFFIC FLOW AT THE INTERSECTION OF VOLZHSKY AVENUE AND MAYAKOVSKOGO STREET

Samara University named after academician S.P. Korolev

IntelTrans

The article describes a study of traffic intensity at the intersection of Volzhsky Prospekt and Mayakovsky Street with visualization of data on an electronic map of an intelligent transport geographic information system.

Key words: intensity, ITSGIS, road intersection, counting, reduction coefficient, vehicles

Chertilina M.V., Chekina E.V.

IDENTIFICATION OF REAL TRAFFIC AND PEDESTRIAN FLOWS AT THE CROSSROADS OF SAMARA CITY

Samara University named after academician S.P. Korolev

IntelTrans

The purpose of the article is to improve the safety of pedestrians and vehicle drivers based on data on real transport and pedestrian flows using the example of the intersection of Kommunisticheskaya and Dachnaya streets in Samara. A method for determining the intensity is considered transport and pedestrian flows, used in the development of a complex mathematical model of transport infrastructure in the intelligent transport geographic information system "ITSGIS".

Key words: intensity of transport and pedestrian flows, intersection, counting, coefficients, transport, ITSGIS.

Savichev A.S., Mikheeva T.I.

CREATION OF ROAD PASSPORT AND PROCESSING OF OBJECT SUMMARY REPORTS IN THE “ITSGIS” SYSTEM

Samara University named after academician S.P. Korolev

IntelTrans

Samara State Economic University

The article describes the process of creating technical passports of highways, as well as the automated generation of summary statements of objects on an interactive map of intelligent transport geographic information system "ITSGIS".

Key words: geoobject, interactive map, summary list of objects, technical passport of the road, geoinformation environment, geographic information system, intelligent transport geoinformation system "ITSGIS".

Kozlov P.A., Chugunov A.I.

PLUGIN FOR ACCOUNTING INTENSITY IN THE DATABASE IN THE ITSGIS GEOINFORMATION SYSTEM

Samara University named after academician S.P. Korolev

IntelTrans

The article discusses a plugin for recording the intensity of transport and pedestrian flows, which allows you to visualize information about the congestion of transport hubs on an interactive map of the ITSGIS intelligent geographic information system

Key words: plugin, geographic information system, intelligent transport system, intensity accounting, reduction coefficient

Mikheeva T.I., Chugunov A.I., Mikheev S.V.

GEOINFORMATION MODEL OF PUBLIC TRANSPORT FLOW IN ITSGIS

Samara University named after academician S.P. Korolev

IntelTrans

This article presents the use of geoinformation models of public transport flows in ITSGIS, a study of the existing intensity of traffic flow. The need to adjust the existing traffic management model, introduce new control actions and install additional technical means of organizing traffic at intersections is substantiated.

Key words: vehicle traffic intensity, road network, intelligent transport system, geographic information system, database, map, management, transport processes.

Klepikov N.M.

BUILDING A PDOM DIAGRAM AND DESCRIPTIVE TABLES FOR A ROAD SIGN RECOGNITION SYSTEM USING CONVOLUTIONAL NEURAL NETWORKS IN ITSGIS

Samara University named after academician S.P. Korolev

IntelTrans

The article reviews the construction of a PDOM diagram and descriptive tables for a road sign recognition system, as well as its implementation in the ITSGIS intelligent transport geographic information system

Keywords: PDOM diagram, descriptive tables, convolutional neural network, road signs, recognition, ITSGIS

Raptanova P.A.

DEVELOPMENT OF A PROJECT FOR ORGANIZING TRAFFIC IN THE INTELLIGENT TRANSPORT GEOINFORMATION SYSTEM ITSGIS

Samara University named after academician S.P. Korolev

IntelTrans

The article reviews a traffic management project with the aim of optimizing methods of organizing traffic on roads using the “Road Signs” and “Public Transport Stops” plugins in the intelligent transport geographic information system “ITSGIS”. p>

Key words: traffic management project, road signs, ITSGIS, electronic map, plugin, route, public transport, transport infrastructure, pedestrian accessibility

Tursky-Lyakhov A.P.

INSTRUMENTAL COMPONENTS OF THE QUANTUM WORLD REHABILITATION NEURAL NETWORK "ITSGIS-SIGMA-PERCEPTRON" AND SYSTEMS OF ELECTRONIC INTERACTION OF ENTERPRISES

OJSC and the Institution of Social Design and Construction "Institute of Urban Rehabilitation" named after. architect V.A. Vasiliev

IntelTrans

This article discusses the problems of noospheric rehabilitation of territories, noospheric holistic sustainable development, evolution, integration, organization/self-organization of the post-Soviet space of Eurasia, instrumental intellectual rehabilitation resources, technologies, quantum transition and a breakthrough into a new better quality of life and electronic interaction enterprises.

Key words: genome, civil society, noosphere, RR ICT, quantum neural networks, NCSD, development, rehabilitation, Knowledge, synergy, universe, evolution, heuristics, intelligent transport geographic information system "ITSGIS" , transport infrastructure.

Pavlova A.D., Alekseev S.A.

BUILDING A PASSPORT FOR THE INTENSITY OF TRAFFIC AND PEDESTRIAN FLOW, TAKEN INTO ACCOUNT OF THE INTERRECTION OF AURORA AND DYBENKO STREETS

Samara University named after academician S.P. Korolev

IntelTrans

The article discusses the construction of a passport of the intensity of transport and pedestrian flows, taking into account the intersection of Aurora and Dybenko streets in the city of Samara with display on an interactive map by the intelligent transport geographic information system ITSGIS

Key words: intensity, intersection, counting, coefficients, transport.

Mikheeva T.I., Smolev A., Klepikov N.M.

DEVELOPMENT AND RESEARCH OF ITSGIS PLUGIN USING NEURAL NETWORKS FOR CERTIFICATION OF ROADS ON AN ELECTRONIC MAP

Samara University named after academician S.P. Korolev

IntelTrans

The purpose of the article is to analyze methods for introducing neural networks into a system plugin. The object of the study is the use of neural networks in the development of a road certification system in the intelligent transport geographic information system ITSGIS. Modern approaches to the use of neural networks in systems are analyzed, the main problems, weaknesses and strengths of such systems are investigated.

Key words: neural networks, machine learning, forecasting, development of transport systems, implementation of a neural network, ITSGIS, data segmentation, associative memory, establishing connections, hierarchy of connections.

Bulatov R.R., Dyaminova E.I., Filippov I.D.

DEVELOPMENT OF A MOBILE APPLICATION FOR SELLING SPORTS NUTRITION

Bashkir State Pedagogical University named after. M. Akmully

The article is devoted to the development of a full-featured mobile application to increase the efficiency of online sales of sports nutrition. The features and disadvantages of the existing sales process are considered, and the advantages of using a mobile application are described. The requirements for the mobile application are formulated. Performed design, development and testing of a mobile application. Statistics and implementation results are provided.

Key words: online sales, e-commerce, mobile application, design, development, testing.

Galeev D.R.

REVIEW OF GEOLOCATION TECHNOLOGIES FOR SOFTWARE APPLICATIONS FOR MODELING ROUTES TO TARGET OBJECTS IN SPACE

Bashkir State Pedagogical University named after. M. Akmully

The article examines the problem of navigation in complex architectural spaces. A comparative analysis of various algorithms and methods for modeling the route to target objects is carried out. An overview and comparison of existing geolocation technologies is provided. The unique features of the technologies are considered and their characteristics are described. The advantages and disadvantages for use in software applications when constructing the shortest path (route) have been identified.

Key words: route modeling, shortest path search, navigation, geolocation technologies, A*(ASTAR) algorithm

Zabikhullin F.Z.

INFORMATION RESOURCE FOR AUTOMATING SMALL ENTERPRISE MANAGEMENT

Bashkir State Pedagogical University named after. M. Akmully

The article discusses the issues of automating the management of a small enterprise through the development and implementation of an appropriate information resource. The problem of choosing from standard information systems existing on the market is also outlined. The article proposes criteria for choosing an information solution for a company, focused on the tasks of automating business management.

Key words: enterprise business process, management automation, information system, management functions, small-format business, information technology.

Mikheeva T.I., Klepikov N.M.

DEEP LEARNING OF NEURAL NETWORKS FOR PATTERN RECOGNITION

Samara University named after academician S.P. Korolev

IntelTrans

The article describes one of the most effective methods of pattern recognition using neural networks - deep learning in an intelligent transport geographic information system.

Key words: neural network, deep learning, machine learning, deep artificial neural network, image classification, image processing, ITSGIS.

Mikheeva T.I., Smolev A.M.

DEVELOPMENT OF A DATABASE IN AN INTEGRATED SECURITY SYSTEM WITH RESEARCH ON AIRPORT OPERATION

Samara University named after academician S.P. Korolev

IntelTrans

Discussed in the article are laboratories with data acquisition with coordinates in plug-ins with recording of road accidents in the information and analytical intelligent transport geoinformation system “ITSGIS” with display of geo-objects on an interactive electronic map in the system.< /p>

Key words: laboratories, coordinates, databases, plugins, geo-objects, interactive electronic map, intelligent transport geographic information system, road accidents, traffic management project.

Startseva O.G., Zaripova L.I.

A/B TESTING ON WILDBERRIES

Bashkir State Pedagogical University named after. M. Akmully

The article discusses methods for testing product indicators. The need for A/B testing in sales on the marketplace and its main stages are revealed.

Key words: testing methods, A/B testing, Wildberries, marketplace, competition, product quality, increasing sales.

Startseva O.G., Zaripova L.I.

POPULAR PROBLEMS WHEN WORKING WITH WILDBERRIES AND WAYS TO SOLUTE THEM

Bashkir State Pedagogical University named after. M. Akmully

This article discusses five main problems that sellers on the Wildberries platform face when selling goods. These are difficulties with delivery and logistics, competition on the platform, requirements for the quality of goods and services, problems with payment and difficulties in interacting with the platform. The article will also provide recommendations to sellers on how to solve these problems and increase their sales on Wildberries.

Key words: Wildberries, sellers, online platform, delivery, logistics, competition, product quality, payment, interaction with the platform, recommendations, increasing sales.