System Of Rules Research Articles

Enhancing financial risk prediction with symbolic classifiers: addressing class imbalance and the accuracy–interpretability trade–off

Machine learning for financial risk prediction has garnered substantial interest in recent decades. However, the class imbalance problem and the dilemma of accuracy gain by loss interpretability have yet to be widely studied. Symbolic classifiers have emerged as a promising solution for forecasting banking failures and estimating creditworthiness as it addresses class imbalance while maintaining both accuracy and interpretability. This paper aims to evaluate the effectiveness of REMED, a symbolic classifier, in the context of financial risk management, and focuses on its ability to handle class imbalance and provide interpretable decision rules. Through empirical analysis of a real-world imbalanced financial dataset from the Federal Deposit Insurance Corporation, we demonstrate that REMED effectively handles class imbalance, improving performance accuracy metrics while ensuring interpretability through a concise and easily understandable rule system. A comparative analysis is conducted against two well-known rule-generating approaches, J48 and JRip. The findings suggest that, with further development and validation, REMED can be implemented as a competitive approach to improve predictive accuracy on imbalanced financial datasets without compromising model interpretability.

‘We wouldn’t have missed it for the world’: hosting a polycentric sporting mega event in pandemic times

ABSTRACT This paper examines the polycentric hosting of a Sporting Mega Event (SME) in pandemic times. Semi-structured interviews were conducted with 13 stakeholders in senior management positions who were involved in the planning, organisation, and delivery of the UEFA EURO 2020 football tournament in a sample of host cities. Three themes were developed that describe the varied perspectives of UEFA and host city representatives on how they responded to the challenge of hosting a SME during a pandemic. The first theme ‘Reorienting pre-pandemic plans’ presents an alternative model of tournament planning as a system of spontaneous order (Polanyi [1953] 1998), involving a large number of host cities mutually adjusting to COVID-19 policies and guidance. The second theme ‘Dialogue and managing conflict’ demonstrates how the usual overarching system of rules proved difficult for UEFA to standardise. The third theme ‘Putting COVID-19 policies into practice (or not)’ revealed that pandemic rules were not seen as useful to some fans and stadium staff, making their enforcement more difficult to implement. It remains to be seen whether the polycentric hosting of EURO 2020 will have lasting implications on UEFA’s governance over SMEs.

Clash of Titans: Exploring the Contested Issues between Chiefs and Local Government Authorities in New Juaben, Ghana

Though post-colonial governments vowed to ban chiefs, they reconstructed governance systems to accommodate traditional governance structures due to the primacy of the institution. Chiefs and local government authorities have instrumental roles to play in community development. However, the relationship between them is characterised by tensions and conflicts. The hostilities between the two stakeholders and by extension officials of modern government are due to the role chiefs played in the indirect rule system. Chiefs prior to independence were labelled as collaborators of the imperial regime and obstacles to independence. In Ghana, agitations from the educated elites about allegations of corruption against Native Authorities characterised the pre-independence era. Chiefs have been debarred from local governance, creating a tempestuous relationship between the two stakeholders at the grassroots. However, the contested issues have not been given the needed attention. The article examined the contested issues between chiefs and local government authorities in New Juaben, Ghana. The study involved 25 participants selected through simple random and purposive sampling techniques. The contested issues between the two actors were over power and economic resources. Economically, chiefs contested for portions of the District Assembly Common Fund and land ownership. The desire for consultation in the nomination of government appointees, and election of MMDCEs were the politically contested issues. The article recommends the institutional representation of chiefs in the Assembly and the allocation of funds to chiefs to curtail the conflict between the two actors of community development.

Why are the Category of "Unnecessary" Borrowings or Parallel Lexical Units Still Present in Standard Albanian Language?

Language, as a complete system of units and rules and at the same time a system not isolated, but open to changes, is the property of the society that uses it. Linguistic development and social development are accompanied by a mutual relationship between them, it would even be right to express the well-known definition that: there is no development that takes place in a society that does not leave its traces in the language system, especially in the system its lexicon. The developments that Albanian society has undergone in recent decades have made it possible for a relatively large number of borrowings to enter the Albanian language, mainly anglicisms. This phenomenon has caused a good part of Albanian linguists to be involved in the so-called cleaning process of relatively new borrowings or borrowings of the last decades in the Albanian language. Although discussions about the category of borrowed in the Albanian language constitute a very early linguistic reality, it should be noted that in the publications and scientific conferences of recent years it still continues to be treated as a matter of primary importance and as a growing phenomenon of continuous. Naturally, the perspectives of Albanian linguists on this field of study are different: some see the issue of borrowings as a very big damage done to the Albanian language, others see it as a natural state of language development, but not dangerous. for her. Despite the sometimes similar and approximate attitudes, but sometimes even contradictory, the aspect that unites most of the linguists who have dealt with this issue is related to the context in which the borrowed word is used, while the Albanian language has her answer. The questions we would raise in this context are: Should we call the phenomenon of the presence of "unnecessary borrowings" common in the Albanian language? The deep penetration into Albanian of these "parallel lexical units" or "synonyms" with the Albanian word should be seen and accepted as a natural development of the language and as a result of linguistic interaction in the conditions of global development, or should it be considered as a phenomenon that should be observed, even monitored, to some extent controlling its trends and developments?The aim of the paper is to create a description and reflection of the real situation of borrowings in Albanian, the place they have occupied in relation to the Albanian word and the approach of Albanian linguists and linguistics to this phenomenon. In another perspective, the paper aims to emphasize the irreplaceable role of the state and propose the creation of the missing law for the Albanian language in the Albanian legislation, with the aim of preserving the language from unnecessary linguistic elements that overlap the linguistic elements of its substratum autochthonous. Received: 16 June 2024 / Accepted: 5 October 2024 / Published: 05 November 2024

Ekstrimisme Aturan Sosial Masyarakat Arab Pra Islam Ditinjau dari Nilai Moderat dan Toleransi

This research is motivated by the system of social rules implemented by pre-Islamic Arab society. These social rules trigger problems in terms of gender equality and tolerance between humans. Even at that time, it was very easy to find practices of violence and war. All the problems that occurred were completely inconsistent with Islamic teachings, because they included inhumane acts. Based on this problem, pre-Islamic Arab society was known as a jahiliyah society. However, in today's advanced era, problems are still found that are similar to the pre-Islamic Arab era. Based on these circumstances, this article aims to explain a number of extremism problems originating from the inhumane social rules of pre-Islamic Arab society in terms of the values ​​of moderation and tolerance of Islamic teachings and the current reality. The method used is literature study for the pre-Islamic Arab period and direct observation of the social reality of today's society. The findings are first, insulting women and the practice of killing newborn female babies as well as slavery are considered immoderate and inhumane acts. Second, the habit of war extremism which was often carried out in pre-Islamic Arab society because of minor disputes between tribes, and was supported by the tribal fanaticism of society. Third, marriage practices and divorce provisions that were wrong and detrimental to women were carried out during the pre-Islamic Arab period. Fourth, the social reality of today's society still bears similarities to the pre-Islamic Arab period, which is caused by the lifestyle and application of Islamic teachings which are not optimal.

Our Exploration of Countermeasures against the Abuse of Unilateral Sanctions by the United States

Currently, the international landscape is undergoing changes, with unilateralism on the rise. Of which, economic sanctions are the most common form. Due to the lack of effective specialized international rules in the current international rule system, unilateral sanctions are increasingly frequently used by individual countries. The abuse of unilateral sanctions has impacted the normal operation of international mechanisms. Unilateral sanctions were originally used in a country’s domestic law, but now some countries, such as the United States, expand their own laws’ extraterritorial application through the continuous expansion of connection points, thereby giving their sanctions against foreign entities a cloak of legitimacy, which goes against the principles of international law and the basic norms of international relations (Bai, 2018). From a legal perspective, the implementation of illegal unilateral sanctions is achieved through the improper interpretation and application of international treaty exception clauses. From international custom, unilateral sanctions beyond countermeasures refer to those imposed by states other than the injured state, who deliberately legalize countermeasures related to sanctions, which greatly contributes to the abuse of unilateral sanctions. In this context, China should accelerate the construction of its anti-sanctions legal system to effectively counter the threats and damages caused by unilateral sanctions and firmly safeguard its sovereignty, security, and development interests.

The Position of Contemporary Hybrid Art Practices in Shaping Ethical Response to AI Vladan Joler and Kate Crawford – Case Study

The thesis of this paper rests on the premise that the role of contemporary hybrid art practices, employing technology as a means of expression, has extended to active engagement in the complexities of societal conflicts and shaping philosophical dialogue, which is evident in its subversive endeavors, that have become the points of intersection between power dynamics, technology, and ethics. Namely, the position of art has become the pragmatic and utilitarian one, and art aims at confronting society with the antagonisms of the mechanisms of power and the consequences of high technology development. With a view to support the thesis of this essay, I will analyze Vladan Joler's and Kate Crawford's art project “Anatomy of an AI System”. The aim of this essay is to show that the role of hybrid art is reflected in its contribution to the society, by helping it to anticipate and develop policies and systems of rules with a view to regulate behavior in borderline situations of advanced technology and ethics. Research methods applied in this paper are analysis, synthesis, observation, generalization, and comparative text analysis.

Changes of Paradigm in Private International Law of Contracts – A high-level comparison between 1989 and 2024, with tribute to the Unidroit Principles, the development of arbitration law and to Simplified Global Contracting

The article on German private law of contracts compares the state of private international law in Germany in 1989 with its state today, in 2024. It demonstrates a change of paradigm by looking at six selected parameters of relevance: (i) the respect of constitutional rights and European fundamental freedoms, (ii) the unitarian European character of private international law of contracts, subject to treaties, (iii) the dissemination of the CISG, (iv) the emergence of the the Unidroit Principles as a sound system of general principles and rules of international commercial contracts, (v) the development of international arbitration, and (vi) the emergence of internet and data platform based comparative legal research. Regarding the traditional private international law of contracts, as applied by European courts (of member states of the European Union), the author observes that more European uniformity has come at the cost of complexity. At the same time, the emergence and dissemination of the Unidroit Principles – described as “the biggest achievement of the international legal society since the year 534” – has enabled Simplified Global Contracting (i.e. the choice of the Unidroit Principles in combination with an arbitration clause) and thereby more freedom on a global level.

Neural Network Algorithm for Training a Mobile Robot in the Task of Following a Target

The article is devoted to the research, development and implementation of an artificial neural network with reinforcement for controlling a mobile robot with a differential drive to solve the task of following a target. The authors of the study present a detailed description of the architecture of the neural network, its training using a deep deterministic gradient policy algorithm, and integration with the robot control system. A distributed neural network structure was selected for specialized generation of controls, for which the authors chose the angular and linear speed of the robot. A system of rules has been synthesized that takes into account changes in the distance between the robot and the target object and tracking of the heading angle in real time. A mathematical model of a robot with a differential drive is considered, on the basis of which a simulation program is implemented for intermediate training of a neural network, as a result of which the initial weighting coefficients are formed. Using this program, you can get by with less energy and time costs at the initial stage of the study. Experiments to test the effectiveness of the developed neural network were carried out in the Gazebo simulation environment using the ROS2 communication interface. The article describes the process of integrating a neural network with a robot control system in a simulation environment, as well as test results and analysis of the obtained data. The results of experiments are presented for three scenarios in which the initial position of the robot is the same, the remaining parameters are generated according to the rules described by the authors. The effectiveness of using such a solution for trajectory planning has been confirmed. The research contributes to the field of autonomous systems and demonstrates the potential of artificial reinforcement neural networks in robotics.

Bending Rules, Telling Stories: Convivial Game Design Approaches for Engaging With Futures

Games have been used in civic participation (Lerner, 2014) and civic learning (Raphael et al. 2010). Building on the idea of using games for participation, democracy and collaboration, we propose approaching games as tools for convivial learning. First introduced by Illich (1973), the concept of conviviality envisions a society characterised by collaboration and self-determination, underpinned by tools that encourage joyful interaction, creativity and human agency through control over the tools. We believe that games as convivial tools could help bring forth creativity and mutual learning about civic processes and desirable futures. Yet, games’ nature as rigid systems of rules (Salen & Zimmerman, 2010) seems potentially at odds with positioning them as tools promoting agency. We propose to use the tension arising between rigidity and agency as starting point for exploring game design strategies for convivial games through research-through-design. We ask how games for thinking about the future may be designed that allow players to exercise control over their own experience, and to what effect. Inspired by the concept of critical play (Flanagan, 2009; Grace, 2014) and building on the distinction between narrative and mechanics as key constituting game elements, we have designed two distinct games for collaboratively engaging with the future. The first, Narrate, focuses on letting players invent their own narrative, whilst the second game Remix allows for experimentation with game rules and mechanics. We present the design process for each game and contrast the different approaches taken. Each game was tested by two groups and analysed in regards to its capacity to bring forth conviviality, creativity and collaboration. The paper compares and provides a discussion on how suitable the two chosen strategies of experimenting with narrative or mechanics are for (1) facilitating thinking and learning about shared futures, and (2) supporting player agency and bringing forth convivial interactions.

Grammar and the Formal Identity of Name and Object

In this paper, I will be arguing that the basic infrastructure of an ineffable formal identity between name and object which is presented in the Tractatus is still very much involved in Wittgenstein's early development of the concept of grammar. First, it will be necessary to clearly describe how the identity between name and object is initially formulated in the Tractatus. Hence, in section 1, I will show how the 'picture theory' is ontologically grounded on the identity of linguistics' and worldly atomic structural elements. I will discuss the ‘picture theory’ only briefly, since my main interest is to illuminate how that infrastructure remains a core aspect of Wittgenstein's “middle period” thinking: that is, in what way the identity of name and object is contained and presupposed within his concept of grammar and how it is still used as a condition for our symbolism to make sense. Another way to describe this paper's aim, this time from its end backwards, would be to say that it is to reveal that grammatical systems of rules are nothing other than the implementations of that special kind of identity, for the latter is always and already manifest within our symbolism

The Future of Multiracial Democracy: Majoritarianism Without Majorities

ABSTRACT: By the paradox of "majoritarianism without majorities," the author argues that ethnic majoritarianism, in the form of nationalist movements and the institutionalization of majoritarian privilege, has become a defining feature of twenty-first-century democracy even though ethnic majorities do not exist as self-aware political communities. These majorities are merely census labels imposed on a conglomeration of minorities. This essay argues that the key force generating this paradox is the formulation of democracy as a system of majority rule. This formulation provokes cycles of ethnic majoritarianism, and the periodic remaking of the political community by turning insiders into outsiders. The solution to the problem of majoritarian nationalism therefore lies in reconceptualizing democracy as a form of "minority" representation, and protecting the rights of outsiders in order to protect the rights of insiders.

Концепты «политическая элита» и «политическое лидерство» в контексте проблемы девиации элитного уровня власти

In the article, the concepts of "political elite", "political leadership" and "deviation" were analyzed in their interrelation and interdependence, the "paradox of elites" was revealed, associated with the duality of their positioning in the system of public morality and management, provided with exclusive powers and resources to establish socio-political norms, realize their own interests, and approve practices Doublethink, transgression and arbitrariness as attributes of political morality based on the paradigm of Machiavellianism and the concept of political efficiency. Since in classical and modern concepts of administrative and bureaucratic elites, their essential characteristics and functionality are determined in accordance with the rational-legal type of domination, the main deviations of their behavior and quality occur in the plane of deviation from the system of rational-legal attitudes and rules. On the one hand, in order to prevent deviations, this focuses on the maximum exclusion of the impact of the so-called "human factor" in political management, associated with the objective tendency of the elite to isolate, distance itself from the majority, its exploitation in the corporate interests of retaining and increasing power, etc. On the one hand, in order to prevent deviations, this focuses on the maximum exclusion of the impact of the so-called "human factor" in political management, associated with the objective tendency of the elite to isolate, distance itself from the majority, its exploitation in the corporate interests of retaining and multiplying power, etc. And, on the other hand, actualizes the problems of the value component in the activity administrative and political elites, the problem of serving the interests of the majority and state strategic development goals, identifying and analyzing mechanisms and models of political governance not only on the basis of legal rationality, but also traditional public values. At the same time, the most promising model of interaction between a political leader and his followers is the constitutional model, and transformational leadership is most consistent with the tasks of parrying the mechanisms of deviation of political elites and the development of civil society in crisis transitions.

The Influence of Sustainable Risk Management on the Implementation of Risk-Based Internal Auditing

Risk management exerts a significant influence on the competitiveness of an organization and its operational processes. It presents opportunities for expansion, foresight, and the need to promote sustainability. Many organizations have executed comprehensive risk management processes. Moreover, internal audit has increasingly attracted managers’ attention, forming the basis of modern governance methods. The aim of this study is to examine, from the viewpoint of the agency, the impact of the role of internal auditors, training in risk management, and management support on risk management. Following this, the work examines risk management in terms of the risk-based auditing implementation that is performed by Saudi public organizations. This study encompassed 234 completed and therefore valid questionnaires from the manager and assistance of the internal audit department, internal auditors, accountants, and managers employed in Saudi public organizations. The data collected have been analyzed utilizing Smart Partial Least Squares (SmartPLS). This study’s findings confirmed that there is a significant association between the role of internal auditors in risk management, training in risk management, and between management support and risk management. There is also a significant association between risk management and the implementation of risk-based internal auditing. This study’s findings have significant ramifications for those in charge of public-sector organizations, and sustainability, aiming to enhance the dependability and trustworthiness of the internal audit process and other aspects of financial reports and audits in general. Currently, there is a dearth of published research on the factors that influence risk management and also on risk-based internal auditing. This study contributes to the emerging literature on this subject by examining Saudi public organizations; it also establishes empirical variables through a thorough review of relevant research. Conducted here is an empirical investigation that identifies the factors that affect risk management and then its influence on risk-based internal auditing implementation in the economic system of Saudi Arabia. By focusing on Saudi public organizations, this article highlights other countries that have similar systems of governance rules and procedures in their government-operated entities.

A Recommendation System for Trigger-Action Programming Rules via Graph Contrastive Learning.

Trigger-action programming (TAP) enables users to automate Internet of Things (IoT) devices by creating rules such as "IF Device1.TriggerState is triggered, THEN Device2.ActionState is executed". As the number of IoT devices grows, the combination space between the functions provided by devices expands, making manual rule creation time-consuming for end-users. Existing TAP recommendation systems enhance the efficiency of rule discovery but face two primary issues: they ignore the association of rules between users and fail to model collaborative information among users. To address these issues, this article proposes a graph contrastive learning-based recommendation system for TAP rules, named GCL4TAP. In GCL4TAP, we first devise a data partitioning method called DATA2DIV, which establishes cross-user rule relationships and is represented by a user-rule bipartite graph. Then, we design a user-user graph to model the similarities among users based on the categories and quantities of devices that they own. Finally, these graphs are converted into low-dimensional vector representations of users and rules using graph contrastive learning techniques. Extensive experiments conducted on a real-world smart home dataset demonstrate the superior performance of GCL4TAP compared to other state-of-the-art methods.

Intelligent Fuzzy Traffic Signal Control System for Complex Intersections Using Fuzzy Rule Base Reduction

In this study, the concept of symmetry is employed to implement an intelligent fuzzy traffic signal control system for complex intersections. This approach suggests that the implementation of reduced fuzzy rules through the reduction method, without compromising the performance of the original fuzzy rule base, constitutes a symmetrical approach. In recent decades, urban and city traffic congestion has become a significant issue because of the time lost as a result of heavy traffic, which negatively affects economic productivity and efficiency and leads to energy loss, and also because of the heavy environmental pollution effect. In addition, traffic congestion prevents an immediate response by the ambulance, police, and fire brigades to urgent events. To mitigate these problems, a three-stage intelligent and flexible fuzzy traffic control system for complex intersections, using a novel hybrid reduction approach was proposed. The three-stage fuzzy traffic control system performs four primary functions. The first stage prioritizes emergency car(s) and identifies the degree of urgency of the traffic conditions in the red-light phase. The second stage guarantees a fair distribution of green-light durations even for periods of extremely unbalanced traffic with long vehicle queues in certain directions and, especially, when heavy traffic is loaded for an extended period in one direction and the short vehicle queues in the conflicting directions require passing in a reasonable time. The third stage adjusts the green-light time to the traffic conditions, to the appearance of one or more emergency car(s), and to the overall waiting times of the other vehicles by using a fuzzy inference engine. The original complete fuzzy rule base set up by listing all possible input combinations was reduced using a novel hybrid reduction algorithm for fuzzy rule bases, which resulted in a significant reduction of the original base, namely, by 72.1%. The proposed novel approach, including the model and the hybrid reduction algorithm, were implemented and simulated using Python 3.9 and SUMO (version 1.14.1). Subsequently, the obtained fuzzy rule system was compared in terms of running time and efficiency with a traffic control system using the original fuzzy rules. The results showed that the reduced fuzzy rule base had better results in terms of the average waiting time, calculated fuel consumption, and CO2 emission. Furthermore, the fuzzy traffic control system with reduced fuzzy rules performed better as it required less execution time and thus lower computational costs. Summarizing the above results, it may be stated that this new approach to intersection traffic light control is a practical solution for managing complex traffic conditions at lower computational costs.

Digital platform governance structures: A case study of Yandex Taxi

The study of governance structures in digital platform ecosystems remains relevant not only for economic research, but also for qualifying the legal status of platform workers, as well as for the development of economic policies that affect the labor market, rights and obligations of platforms and their workers. The paper presents the results of an empirical study of the conditions and mechanisms used by the Russian digital platform Yandex Taxi to incentivize and control platform workers (drivers) in 2022—2024. Mechanisms of transaction governance between platform participants are described, the dual role of algorithms is demonstrated: as systems of matching and coordination of participants, as well as incentives for legally independent drivers. The paper shows that digital platforms use hierarchical governance structure, controlling the parameters of transactions, quality standards and conditions of service provision. It is concluded that the platform system of rules and mechanisms is internally logical, which allows the platform to be regarded as a regulator of economic relations.

Специфика изучения игрового процесса в видеоиграх и его связи с агрессией в зарубежных исследованиях

<p style="text-align: justify;"><a><span lang="EN-US">The article addresses the problem of designing a research model applicable to study of enthusiasm for video games</span> <span lang="EN-US">and aggression. As a possible way to overcome the existing contradictions in the research results, it is important to study this interplay, taking into account the features of play activity. Video game is not an accurate model of reality. It is based on a different, significantly simplified system of rules, and has a conventional nature. Thus, it seems important to go on collecting information concerning the psychological aspects of the game process, especially the ones, connected with the reflection of the play experience and the features of behavior in the game. The purpose of this review is to identify the specificity of designing studies aimed at investigating the problem of the implementation of the game process in video games and aggression in relation to the specificity of play activity. In few publications that pay attention to the psychological components of the gameplay its individual aspects (perception of frustrating game events, realism of the game space and involvement in the game context) are often discussed without taking into account the specificity of the game. In perspective we intend to particularize the specificity of processing the play experience, namely, the way it reflects in the chosen game</span> <span lang="EN-US">tactics.</span></a></p>

Опыт Европейского союза в формировании принципа верховенства права и верховенства закона в Европейском союзе

This paper examines the EU’s experience in establishing the principle of the rule of law and the supremacy of law within its framework. The focus on maintaining the rule of law in member states has become a central issue for the EU in recent years. The necessity for a robust legal framework that ensures fair and predictable regulation of social interactions and hierarchical structure is crucial for the integrity and proper functioning of society. This study aims to analyze the reasons behind the EU’s emphasis on the rule of law, the challenges it faces, and the measures taken to address these challenges. Any researcher studying the concept of the rule of law inevitably encounters the question: why has the European Union (EU) in recent years placed such a strong emphasis on issues of upholding the rule of law in its member states? The answer to this question is fairly straightforward: as members of society, people require a system of rules and norms that regulate interactions among them and establish a certain hierarchy. Without such rules and standards, society would be unable to maintain its integrity and ensure normal coexistence. European integration continually strives to improve the lives of all member states by addressing common issues. Nevertheless, the European Union is now facing a crisis of the rule of law in some member states due to corruption and an ineffective judicial system. Through sustained commitment and collaboration, the EU can enhance the rule of law, thereby fostering a more just and stable European society.

Policy Assessment and Path Choice of Digital Economy Cooperation between China and Japan

The digital economy is an important driving force for economic growth and transformation in countries around the world, and both China and Japan have introduced a large number of strategies and policies related to the digital economy at the national level. Although there is a good foundation for cooperation between China and Japan, and many successful cases of cooperation have been formed in the field of digital economy by virtue of their respective Advantages, there still have several challenges to China-Japan bilateral cooperation in the digital economy, such as the instability of bilateral political relations, the lack of a unified system of rules for international digital governance, and social difficulties, aging and childlessness for example. If China and Japan can correctly understand and deal with their differences, seek common ground while reserving differences, enhance their Advantages and avoid their Disadvantage, and take the RCEP as an opportunity to build unified and higher-level digital economic governance rules, their digital economic cooperation will achieve greater results.