Modern Technology Research Articles

An extreme gradient boost based classification and regression tree for network intrusion detection in IoT

Nowadays, modern technology includes various devices, networks, and apps from the internet of things (IoT), which consist of both positive and negative impacts on social, economic, and industrial effects. To address these issues, IoT applications and networks require lightweight, quick, and adaptable security solutions. In this sense, solutions based on artificial intelligence and big data analytics can yield positive outcomes in the realm of cyber security. This study presents a method called extreme gradient boost (XGBoost) based classification and regression tree to identify network intrusions in the IoT. This model is ideally suited for application in IoT networks with restricted resource availability because of its distributed structure and builtin higher generalization capabilities. This approach is thoroughly tested using botnet internet of things (BoT-IoT) new-generation IoT security datasets. All trials are conducted in a range of different settings, and a number of performance indicators are used to evaluate the effectiveness of the proposed method. The suggested study's findings provide recommendations and insights for situations involving binary classes and numerous classes. The suggested XGBoost model achieved 99.53% of accuracy in attack detection and 99.51% in precision for binary class and multiclass classifications, respectively.

Performance of machine learning models to forecast PM10 levels

Machine learning techniques have garnered considerable attention in modern technologies due to their promising outcomes across various domains. This paper presents the comprehensive methodology of an optimized and efficient forecasting approach for Particulate Matter 10, specifically tailored to predefined locations. The execution of a comparative analysis involving eight models enables the identification of the most suitable model that aligns with the primary research objective. Notably, the test results underscore the superior performance of an ensemble model, which integrates state-of-the-art methodologies, surpassing the performance of the other seven state-of-the-art models. Adopting a case-specific methodology with machine learning techniques contributes to achieving a notably high regression coefficient (R²≈1) across all models. Furthermore, the study underscores the potential for future endeavors in predicting location-specific environmental factors.•This study focused on forecasting PM10 with machine learning models with the consideration of air quality factors and meteorological factors•Ensemble model was developed for the forecasting purposes with higher performance.

An improved mining image segmentation with K-Means and morphology using drone dataset

The mining industry faces the challenge of incorporating advanced technology to explore new ways of increasing productivity and reducing costs. Our focus is on integrating drone technology to revolutionize mining tasks like inspection, mapping, and surveying. Drones offer a precision advantage over traditional satellite methods. To this end, we have created a dataset consisting of 373 aerial images captured by a DJI Phantom 4 drone, which depict a mining site in the Benslimane region of Western Morocco. These images, with a ground resolution of 2.5 cm per pixel, are the basis of our research. Our study aims to address the challenges posed by traditional mining techniques and to leverage technological innovations to improve segmentation and classification. The proposed approach includes new methodologies, particularly the combination of K-Means clustering and mathematical morphology, to overcome limitations and deliver better segmentation results. Our findings represent a significant step forward in advancing mining operations through the effective use of modern technologies.

Smart Hospital Management System: Streamlining Healthcare Operations with SQL Integration

This research delves into the development and deployment of a Smart Hospital Management System (HMS), a pivotal solution for enhancing administrative efficiency and elevating patient care standards within healthcare institutions. Motivated by the pressing need to optimize hospital operations, the system seamlessly integrates modules encompassing patient registration, appointment scheduling, medical records management, billing, and inventory control. Leveraging modern technologies, particularly database management systems and web-based platforms, the HMS aims to bolster the efficiency, accuracy, and accessibility of healthcare services while prioritizing data security and regulatory compliance. The study scrutinizes the benefits and challenges associated with HMS adoption, shedding light on its potential impact on healthcare delivery and organizational performance. Furthermore, it underscores the contributions of this work to the research community, delineates future avenues for exploration, and offers insights into the promising prospects of smart healthcare systems.

Internet of Things - Novel Application in Agriculture

Abstract: In the Present Era, the world is experiencing a strong rush towards modern technology, while specialized companies are living a terrible rush in the information and Communication technology towards the so-called Internet of things IoT or Internet of objects, which is the integration of things with the world of Internet, by adding hardware or/and software to be smart and so is able to communicate with each other and participate effectively in all aspects of daily life. By enabling new forms of communication between people and things, and between things themselves, that will change the traditional life into a high style of living. But it won’t be easy, because there are still many challenges and issues that need to be addressed and have to be viewed from various aspects to realize their full potential. The main objective of this paper is to provide the reader with a detailed discussion from a technological and social perspective. The various IoT aspects, definition and architecture, challenges and issues were discussed. Furthermore, a description of several sensors and actuators and their smart communication. Also, the most important application areas of IoT were presented with a case study. This work will help readers and researchers understand the IoT and its potential application in the real world

IOT Based Smart Parking System

Abstract: The problem faced by people in this modern era in urban areas is the problem of parking whether it is in shopping mall, railway station, hospitals, movie theatre, etc. This problem occurs due the increase of number of vehicles in recent times. Furthermore, today’s car parking is insufficient and driver/users waste most of the time in finding a place to park their vehicles. The purpose of this research is to use modern technologies like IoT (Internet of Things) and RFID (Radio-Frequency Identification) which detects the availability of parking slots in the parking lots. Besides, the smart parking system has a web application which displays how many slots are available and alerts the user when status of the slot has changed. Additionally, the user details are added on the database. Hence, the smart parking system will provide a smooth functioning and will take the parking system to new levels

Взаимосвязь инновационных и классических методик профессиональной направленности обучения физике в техническом вузе

The introduction of two forms of conducting a laboratory workshop in physics for students for engineering and technology studies in the sphere of marine heat and power engineering, electrical equipment and automation means is considered to the process of studying at the Federal State Budget Educational Institution of Higher Education “Astrakhan State Technical University”. The possibility of developing students' working skills in natural conditions with industrial devices and an engineering approach taking into account the multifactorial conditions of the experiment as an independent work in the framework of the workshop of technical creativity Applied Physics organized at the Department of General Engineering Disciplines and Ground Transport is shown. The formation of the professional orientation of interdisciplinary connections of students of the specialty Thermal Power Engineering and Heat Engineering is illustrated by the example of the development of the laboratory work Determination of the specific heat capacity of metals. The advantages of virtual laboratory work and the possibility of their use on the educational portal of the “Astrakhan State Technical University”, built on the Moodle virtual learning environment, are examined. An example of creating a virtual laboratory work Studying the law of conservation of momentum is considered. It is theoretically proved that the introduction of these types of work into the educational process in physics contributes to the optimally effective formation of general professional competencies and the professional orientation of students' education. The importance of introducing these types of laboratory work into the educational process of physics at the university for the development of students' analytical abilities, creativity and innovation, which is a prerequisite for studying of modern engineers in demand in the labor market in a rapidly changing world, is shown.

Metaverse: Fission the architecture

Modern technology comes with new opportunities and difficulties since it is constantly evolving. The technology that has generated the utmost buzz and intrigue in recent years is Metaverse. Although Metaverse is not an entirely new word, it has attracted more attention because Facebook changed its name to Meta. However, despite the enormous interest and prospects, it still needs to be determined how ethical issues will be addressed and how users' privacy will be protected in the Metaverse system. Furthermore, the Metaverse system must earn the confidence and acceptance of its user by fulfilling the main criteria of Trustworthy AI. Therefore, this paper focused on making the Metaverse system trustworthy. This paper covered Metaverse's history, essential elements, the current business market, future opportunities, and challenges. Further, the manuscript discussed the pillars of trustworthy AI, its factors, and the way of trustworthiness. Finally, the paper combined these concepts and identified elements contributing to Metaverse's credibility.

A conceptual study on challenges in web merchandising

Web merchandising presents a countless of challenges for online retailers seeking to establish and maintain a competitive edge in the digital marketplace. This study examines the multifaceted hurdles faced by e-commerce businesses, encompassing factors such as intense competition, consumer behavior, data management complexities, personalization demands, mobile optimization imperatives, SEO, dynamic pricing considerations, security and fraud prevention measures. Retailers need to take a complete approach that combines modern technology, data analytics, and an in-depth understanding of consumer preferences in order to successfully manage these issues. Businesses may improve client interaction, boost online visibility, and promote long-term success in the dynamic field of web retailing by taking on these difficulties directly.

IMPLEMENTING ADVANCED X-RAY TECHNOLOGIES AT THE THIRD CHERKASY CITY EMERGENCY HOSPITAL

Introduction: In recent decades, the world has seen a transition from traditional to digital radiography. Ukraine has also joined this process, replacing outdated equipment with modern digital systems that have become especially important during the Covid-19 epidemic and the Russian-Ukrainian war. The Third Cherkasy City Emergency Hospital implements modern digital technologies of X-ray diagnostics in order to improve the provision of medical care and diagnostics. This study aims at investigating and evaluating the experience of implementing digital X-ray technologies in The Third Cherkasy City Emergency Hospital. Materials and methods: This study involved analyzing medical records from The Third Cherkasy City Emergency Hospital and conducting individual interviews with eight healthcare professionals, including radiologists, other physicians, and a nurse from the hospital. Results. Beginning in 2017, due to the decentralization policy and changes in the Cherkassy city administration, there has been a gradual transition of the medical sector, particularly The Third Cherkassy City Emergency Hospital, to modern digital equipment. This transition has significantly enhanced the quality of medical services and streamlined the process of diagnosing and treating patients. The integration of digital X-ray technologies into the hospital's medical practice has expedited the acquisition and processing of X-ray images, reducing labor and time previously spent on film installation and processing. This reduction in personnel and equipment needs has led to cost savings and process optimization. The implementation of modern X-ray technology has notably improved the efficiency and workflow of hospital staff, facilitating faster and more accurate processing and analysis of X-ray images. The absence of chemical reagents and the utilization of high-quality, clear images have reduced physical and emotional stress among medical personnel. Furthermore, the technology has enabled more effective detection of various diseases at early stages and streamlined emergency care for injured patients. Additionally, the impact of X-ray radiation on both patients and medical staff has decreased. However, the adoption of digital technologies has brought forth new challenges, such as organizing storage and access to digital archives. Addressing these challenges necessitates additional investments in server equipment and the development of specialized programs. Ensuring the reliability and security of medical information storage is crucial to prevent potential data loss or corruption.

Rural Tourism Design Strategy Under The Immersive Experience——A Case Study of Terraced Fields in Qingkou Village, Yuanyang, Yunnan, China

Objective: The objective of this study is to explores the current problems of rural tourism in Yuanyang Turnip Kou through the study of the immersion concept, and its main purpose is to explore the development strategy of rural tourism in Turnip Kou under the immersion concept, and its ultimate goal is to promote the economic Theoretical Framework: In this topic, the main concepts and theories that underpin the research are presented. Immersive experience stand out, providing a solid basis for understanding the context of the investigation. Method: The methodology adopted for this research comprises case study, and the specific practice and effect of immersive experience in rural tourism improvement are analyzed through interviews and observations. Focus on examining the immersive experience concept, implementation process, participant feedback and impact on local economic, social and cultural development of art projects. Results and Discussion: Combining rural tourism and immersive experience is conducive to creating colorful rural tourism activities and enhancing the interest of tourists in the tourism process. Research Implications: This study provides valuable concept of immersive experience, this paper will analyze the characteristics of immersive experience and the development of tourism in Qingkou Village, and discuss the application method of immersive experience in rural tourism, so as to promote the sustainable development of rural tourism in Qingkou Village in Yuanyang. Originality/Value: This study has great significance to study the design strategy of immersive rural tourism using the terraced fields of Turnip Kou Village in Yuanyang, China as a case study. Combining local culture with the concept of immersive experience, creatively designing rich experience programmes, such as farming interaction and handicraft experience, will deepen tourists' understanding of local culture. Enhance the experience with the help of modern technology, such as virtual reality. This move not only taps into local culture, but also promotes the sustainable development of rural tourism.

ARCHIGENIUS - VR MAZE SOLVING USING A* ALGORIHTM

Game is one of the entertainment media that is rapidly growing. On this day, playing games is one way to spare time for refreshing. One of the popular games this year is an action game such as First-Person Shooter (FPS). Besides, the FPS game genre has developed rapidly to make it more interesting for the player. Non-player Character (NPC) has an essential function in artificially and automatically to make a game more immersive and consisting of various kinds. Also, from observation, adding challenges when playing, namely enemy characters, can make a player more enjoyable. Besides, one of modern technology to develop innovations for supporting a game is called virtual reality. So, in this research, the FPS game is built by adding NPC elements with virtual reality technology. Also, the gameplay in this game is a survival maze. Based on the evaluation, this game application can display objects in a virtual reality smoothly, and all feature in this game can display and run effectively. Besides, the respondents also give good feedback for user testing which has average score 4.66 from several users. So, the conclusion from this research is this game can make the FPS game more interesting for users by adding NPC, 3D element, and virtual reality. Keywords - First-person Game, Virtual Reality, Survival Maze, Non-Player Character, virtual maze environment.

Amino Acid Sorting Based on Bifurcated Nanochannels with Tunable Surface Charge

AbstractIn modern biology and biomedical engineering, the ability to accurately and efficiently separate and identify different biomolecules from complex biological samples is crucial for applications such as proteomics and cancer diagnostics. This study introduces a pioneering approach to amino acid sorting utilizing bifurcated nanofluidic channels constructed from stacked graphene membranes with tunable surface charges. Leveraging molecular dynamics simulations, periodic switching of an external electric field enables targeted sorting of amino acids with near 100% precision is demonstrated. Moreover, the velocity of sorting can also be controlled by varying surface charge, the strength of the electric field, and the temperature of the system. This approach significantly outperforms traditional methods by offering a rapid, scalable, and cost‐effective solution for analyzing complex biomolecular mixtures. The findings highlight the transformative impact of tunable surface charge in nanofluidics, not only providing breakthrough solutions to biomolecular sorting challenges, but also laying the groundwork for future applications in drug delivery and nanosurgery.

Peculiarities of using modern fitness technologies with women in the second trimester during pregnancy

The article discusses the features of using modern fitness technologies with women during pregnancy in the second trimester. Materials and methods: total of 20 women of various ages (from 21 to 34 years old), who were at different stages of pregnancy, most of whom (70%) were in the second trimester of pregnancy, took part in the study. No medical contraindications were found in any of them. Results: according to the results of the questionnaire, it was established that most women, namely 80%, kept in shape through fitness. Also most women choose "calm" types of fitness: pilates (45%), yoga (30%) and "light" cardio (40%), and only 10% preferred strength training. Video recordings of the most popular curling fitness programs during pregnancy, particularly during the second trimester, were also analyzed. Conclusions: based on the results of the analysis, it was established that all four groups of fitness programs, including pilates, yoga, exercises in the water and stretching, can be effective for pregnant women in the second trimester, provided that the programs are designed taking into account the specifics of this period. In addition, given the variety of these programs, pregnant women can choose the one that best suits their needs and physical capabilities. Features of the use of equipment in fitness classes with pregnant women in comparison with women who are not pregnant are as follows: a) exercises are performed at a slower pace, without sudden movements and increased intensity; b) during exercises it is necessary to avoid positions that can lead to overstrain of the muscles of the abdomen and thighs, as well as to the danger of a fall (loss of balance) of a pregnant woman.

Modern trends in physics education in Ukraine: integration of technologies and methods to increase effectiveness

The importance of the development of physical education cannot be doubted, since it is the key to the health of the nation and the building of a harmonious society as a whole. Modern realities of life in Ukraine, unfortunately, require not only the appropriate level of education, but also the consideration of additional negative factors affecting a person, his opportunities and needs. The main problems concern the general decrease in the physical activity of education applicants, the forced distance learning format, the lack of conditions for full-time physical education and sports. Nevertheless, this should not affect the quality and efficiency of education, which has caused attention to innovative technologies and approaches in education. There is an urgent need to develop educational and methodological support that will take into account the conditions of obtaining education, possible health risks for their maximum prevention, the potential of innovative technologies when mastering the discipline, the modern domestic experience of introducing new methods of training and directed physical development. The purpose of the article is to systematize innovations in the field of physical education in Ukraine to increase its effectiveness. The following general features of the development of physical culture in Ukraine were determined: striving for a healthy lifestyle and self-improvement among young people; craving for non-traditional sports; the desire to get certain results in sports, that is, persistent internal motivation. All this must be taken into account when drawing up educational and training programs that can really contribute to the development of physical capabilities, the identification of interest in various sports and physical activities, depending on the preferences and level of training, the state of health of the applicants for education. Innovative practices in the field of physical education must take into account the conditions of obtaining education. Therefore, innovations with the use of modern communication technologies, which allow to study independently, while receiving full informational support and control of the teacher, additional motivation from his side, are relevant at the moment. The emphasis in the methodology of theoretical training has shifted towards taking into account the possible risks of injury when performing exercises. This is mainly due to the distance learning format. It is important to provide applicants with all the information about the technique of performing exercises, possible mistakes and their consequences, to foster a responsible attitude to the training process. The introduction of modern communicative practices will contribute to encouraging students to physical development, a healthy lifestyle, independent additional classes, will allow you to correctly choose an interesting, necessary and affordable physical activity for yourself. Further development of this topic can be a detailed study of the methods of organizing the educational process taking into account the peculiarities of the introduction of innovations. The practical development of the experience will be the implementation of the formed programs and the determination of their effectiveness.

From online to offline: Getting ready for in-person fieldwork through social media ethnography

Since the onset of the COVID-19 pandemic, there has been a significant emphasis on finding solutions to continue academic research in light of closed borders. The inability to travel has prompted academic researchers to reconsider their approaches to fieldwork, with a particular focus on utilizing modern technology effectively to conduct accurate ethnographic research even while working remotely. This has entailed navigating the vast expanse of the internet carefully and acquiring additional tools in the field of ethnography. The primary concerns surrounding conducting remote fieldwork and ensuring the proper selection of data can be summarized by exploring strategies to overcome the challenges imposed by restrictions, as well as leveraging modern technology to study distant cultures without compromising comprehension. Taking into consideration my research on the Japanese experimental noise music scene and the necessity to collect information about the response and activities of these artists at the brink of the pandemic, I challenged my need to collect data by practising through the internet and modern technologies new ways to undertake ethnographic research through distance. In this sense, social networks demonstrated how modern ethnographic methods can be effectively applied to conduct functional social media ethnography, mitigating the challenges brought about by physical distance constraints. Specifically for my research, Reddit’s feature of organizing communities into subtopics named “subreddits” provides me with the possibility to keep in touch with reliable users and information by selecting specific subreddits related to Japan and music topics (e.g. “r/japaneseunderground”, “r/noisemusic”). Along with the existing literature and the constant online research for news related to my project, social media ethnography played a functional role not only in collecting relevant data but also in providing me with more clarity about how to further move my fieldwork once I can travel to Japan. By emphasizing the potential of social media as a valuable avenue to enhance research strategies in times of crisis, this paper aims to consider how online fieldwork created to overcome the impossibility of fieldwork travel can result in a profitable social media ethnography not only to collect data by distance but also to gain appropriate preparation for following in-person fieldwork by relying on our primary findings. By retracing step by step my research project on Japanese noise music, I will explain how undertaking online research provided me with further ideas to achieve more findings and add clarities to my research intent once I had to switch to offline fieldwork.

НОВАЦІЇ У ВІТЧИЗНЯНІЦЙ НОРМАТИВНІЙ БАЗІ З ПИТАНЬ БУДУВАННЯ АВТОМОБІЛЬНИХ ДОРІГ ІЗ ЦЕМЕНТОБЕТОННИМ ДОРОЖНІМ ПОКРИВОМ

Introduction. The article deals with the issues of expanding the regulatory and technical base of the road sector for the construction of roads with cement concrete pavement. The article covers the issues of improving the existing and developing new requirements for the construction of cement concrete pavements with pin-connected slabs, reinforced slabs with pin connection, with continuous reinforcement and using rolled cement concrete mixtures using modern technologies. Improvement of the national regulatory framework is carried out on the basis of the analysis of existing legal acts, regulatory documents, technical literature related to the objects of standardization and, of course, taking into account the requirements of safety and environmental protection and the factors and features established by the current martial law in Ukraine. The work concerns the developed national standards for the installation of cement concrete pavements, namely those innovations that have already been agreed upon and are planned to be submitted to the National Standardization Body for adoption in the near future. Problem statement. Implementation of a unified technical policy to ensure the reliability and durability of roads, increase the efficiency of capital investments, implementation of scientific and technical achievements of science and best domestic and international practices in the practice of construction of roads with cement concrete pavement, issues of saving material, labor, financial and energy resources, improving the quality of construction work, labor safety and health conditions, rational use of land and other types of natural resources. The fact of constant growth in the intensity of heavy vehicles traffic, which is associated with the transportation of heavy machinery, agricultural products, metallurgical products, etc., significantly affects the reduction of the service life of roads with non-rigid pavement. This necessitates the search for alternative solutions for the construction of more durable pavement structures, one of which is the improvement of existing and introduction of new technologies for the construction of cement concrete pavements.

Low-temperature properties of magnetically frustrated rare-earth zirconates A 2Zr2O7

Rare-earth A 2Zr2O7 zirconates have attracted considerable attention of the scientific community for their complex magnetic, electronic and material properties applicable in modern technologies. The light rare-earth members of the series, crystallising in the pyrochlore variant of cubic crystal structure, have been studied in detail. The heavier A 2Zr2O7 compounds have been investigated mainly from the material properties viewpoint, focussing on their thermal properties and stability at high temperature and pressure. Low-temperature studies were mostly missing until recently. We present the low-temperature magnetic and thermodynamic properties of A 2Zr2O7 with A = Y, La, Nd, Eu, Gd, Tb, Dy, Ho, Tm, Yb, and Lu, well covering the whole series, newly synthesised by high-temperature sintering and melting methods. X-ray diffraction reveals and confirms the ordered pyrochlore structure in the light members, the disordered cubic structure of the defect-fluorite type in A 2Zr2O7 with A = Y, Gd–Yb, and finally the lower symmetry rhombohedral structure in the end-member Lu2Zr2O7. The specific heat of the investigated compounds is dominated by a low-temperature anomaly associated with magnetic ordering: long-range in light rare-earth zirconates; and short-range in heavier members. The effective magnetic moment in the studied compounds, determined by fitting the magnetisation data to the Curie–Weiss formula, is in good agreement with the expected value of the A 3+ free ion. The magnetic properties have been revealed to be strongly influenced by the geometric frustration of the magnetic moments of both the pyrochlore structure, as well as the face centred cubic lattice created by the cations of the defect-fluorite structure, but connected also to intrinsic atomic disorder. The experimental results are discussed in the framework of previous studies on A 2Zr2O7 zirconates, as well as other A 2 B 2O7 compounds.

Assessing digital capability for twin transition and profitability: From firm and people perspectives with leadership support as moderator

AbstractDigital capability encompasses the skills and attitudes that firms and employees need to thrive in the modern digital era. Digital capability of a firm involves the effective adoption and use of modern digital technologies such as Industry 4.0. From the individual perspective, digital capability is referred to as knowledge and skill sets of people which are essential to work in digitally enabled firms. Not many studies have been conducted to assess how digital capability can help in twin transition, that is, both at individual and firm levels, and how such digital capability can help in improving profitability for the firms. There is also a lack of studies exploring how firm leadership support can enhance digital capability to improve both organizational and employee performance. In this background, the aim of this study is to assess the role of digital capability for both firm and people perspectives with leadership support as moderator. With the support of resource‐based view (RBV) and literature, a research model was prepared conceptually which was later validated using PLS‐SEM technique considering 348 responses from employees of different types of industries. Based on the analysis of feedback from participants in India, this study has reached a specific conclusion. Consequently, the results suffer from external validity issues which have been considered as one of the critical limitations of this study. It has been demonstrated that impacts of digital competency could improve both people and firm performance enhancing the profitability of the firms. Such enhancement of profitability is facilitated by the impact of leadership support.

Organization and Implementation of Public Tax Control in Russia: Modern Problems and Ways to Solve Them

Annotation. This scientific research addresses the issues of the functioning and development of public tax control, which is the most important component in the system of guarantees of both the system of constitutional principles (especially democracy and the participation of Russian citizens in the functioning of the public administration system), and the system of rights, freedoms, legitimate interests of individuals and legal entities in Russia. The necessity of incorporating the institution of public tax control into the Russian legal system is substantiated. The article examines various approaches to defining the concept of public tax control and substantiates its author's definition. The work analyzes modern problems that hinder the development of public tax control in Russia, including: the lack of enshrinement of this institution of civil society in the Constitution; not developing specific forms, methods and types of public tax control measures in the Russian scientific legal doctrine; the lack of real powers among subjects of public control to exercise effective public tax control; lack of specialized subjects of public control in this area; poor use of modern information and communication technologies by these entities in their activities; insufficient funding for their activities from state and municipal budgets; weak use of foreign positive experience in organizing and functioning of control of civil society in this area; the absence of specific measures of responsibility for counteracting the legitimate activities of representatives of subjects of public control in criminal and administrative legislation. The article develops and substantiates a system of measures to resolve these problems by: incorporating public tax control into the Constitution of Russia; its details in Russian legislation; expanding the powers of subjects of public control; creation of special entities in the field of public tax control, independent of tax authorities; using in their activities positive foreign experience in exercising public control in the field of tax legal relations; developing a system of federal programs to develop the organizational, technical and financial base of subjects of public control, increasing their use of modern digital technologies; tightening measures of criminal and administrative liability for opposing the legitimate activities of subjects of public tax control.