Digital Transformation in Russia: Problems, Challenges and Prospects

Digital transformation is a concept that introduces the state and companies to the application of technologies and processes that include data digitization, cloud computing. An assessment of how the digital conversion program is being implemented in RF.

Рубрика Программирование, компьютеры и кибернетика
Вид дипломная работа
Язык английский
Дата добавления 01.12.2019
Размер файла 579,8 K

Отправить свою хорошую работу в базу знаний просто. Используйте форму, расположенную ниже

Студенты, аспиранты, молодые ученые, использующие базу знаний в своей учебе и работе, будут вам очень благодарны.

It is also worth noting that one of the most popular programs in the Germany is Industry 4.0. The term "Industrie 4.0" was introduced in 2011, when the community of representatives of business, political and academic circles in Germany launched an initiative aimed at improving the competitiveness of German industry (Kagermann, Lukas, Wahlster, 2011). In the same year, Industry 4.0 was proclaimed a key strategy for the development of Germany in the field of innovative technologies. The German federal authorities have announced that it will become an integral part of the government's high-tech strategy under the general title Die Hightech Strategie 2020 fur Deutschland, which aims to achieve 2020 world leadership in technology innovation (Otto, 2014).

According to some studies, this program will increase Germany's GDP by 78 billion euros (Bauernhansl & Hompel, 2014) by 2025. Four key actors are responsible for implementing Industrie 4.0:

1. The German government, represented by the Federal Ministry of Education and Research and the Federal Ministry of Economics and Technology;

2. The association of institutes of applied research;

3. German Academy of Technical Sciences in conjunction with the German Center for the Study of Artificial Intelligence.

4. The private sector is represented by three trade associations - BITCOM from the sphere of IT, VDMA from the manufacturing industries and ZVEI from the sphere of electronics (Muller, 2014).

The likelihood of success of Industrie 4.0 can be discussed for two reasons: Germany plays a leading role in the global market for manufactured products, and it is also a leader in industrial research aimed at increase in production efficiency. The Industrie 4.0 project provides the country with the opportunity to establish itself as the world leader in the supply of high-value industrial products.

The program Industrie 4.0 is a complex, large-scale and multi-level system, which is based on the idea of integrating physical and intellectual-software operations and processes into a single material and information space. This program consists of six subsystems:

1. product life cycle management;

2. support for large-scale databases;

3. the construction of "smart" plants;

4. the formation of cyber-physical systems;

5. the creation of the "Internet of things" - IoT;

6. achieving the interoperability of "nodes".

Thus, Industrie 4.0 is a combination of technologies that allow you to create an effective business model of an enterprise. High efficiency is achieved mainly due to the rational management of automation systems of production operations and related processes integrated into a single information "area". The position of Germany as a leader in the development and implementation of innovative technologies speaks in favor of the attainability of the task of building cyber-physical systems capable of combining the real world with the virtual one.

The ability for various components to "communicate" via the Internet or local networks opens up incredible prospects. On "smart manufactures", machines will be able to transmit information to each other via a single network protocol, as well as to direct logistics and business systems of consumers and suppliers.

Equipment and hardware, receiving information about changes in requirements, will be able to independently make adjustments to the workflow, and production systems will be able to self-diagnose.

Industry 4.0 will contribute to tailor-made mass production, and this will reduce the price of products due to the flexibility and adaptability provided by cyber-physical systems. Already, there is a steady trend towards a shift from rigid centralized management of production processes to a decentralized model for collecting, processing information and making decisions. Moreover, the level of autonomy of production and related processes is constantly growing.

3.5 Results

An analysis of the mentioned above and some other programs, strategies and plans for the development of the digital economy, as well as developments within the framework of the OECD and the G20 (International Economic Relations 2017: 271-281) testifies to the high level attention paid to this problem in all countries of the world.

Although these documents differ significantly in content (each takes into account national specifics), there are several areas that can be applied to most countries: the creation of a modern communications infrastructure, data storage and processing centers; promoting the free flow of information; expanding the range of information and communication services; the introduction of new intelligent networks, platforms and technologies while ensuring their interoperability; the development of electronic commerce; removal of restrictions that hinder the conduct of business; stimulating entrepreneurial initiative and financing in ICT; providing benefits to small and medium businesses; increasing the level of information security and user confidence in Internet services; training specialists and increasing the general level of computer literacy.

At the same time, priority is given to the development of such end-to-end digital technologies, such as the Internet of things, industrial Internet, artificial intelligence, cloud computing, quantum and new production technologies, robotics components, cyber-physical systems, big data processing technologies, wireless communications, additive, 3D, virtual and augmented reality, blockchain. In addition, IPv6 is being actively introduced to replace IPv4.

You can also highlight the main areas in which ICT are most widely used. These include smart cities, agriculture, logistics and public administration, digital health care, intelligent energy networks (Smart Grid) and transport systems, financial services.

Russia is currently successfully developing most areas of the digital economy. In particular, the creation of broadband communication networks is in full swing, special frequencies are allocated for mobile 5G networks, data storage and processing centers are being created, measures are being taken to ensure the interoperability of platforms and networks, increase the efficiency of public services using digital technologies, increase private investment in ICT sector. Attention is paid to the issues of information security and protection of trade secrets and personal data during their automated processing, increasing the level of digital literacy of the population.

At the same time, provision of high-speed Internet access far from large settlements remains low; There are a number of restrictions that hinder the use of ICT by businesses, especially small and medium-sized enterprises. Serious complaints from users are caused by the level of protection of their personal data by government organizations and commercial companies.

Chapter 4. Russian practice

4.1 Programs of digital transformation

In terms of digitalization of private companies, Russia is still lagging behind the leading countries. The private sector does not take advantage of the active adoption of digital technologies by consumers, invests little in the use of technological advances, productivity improvement and creating new products and services. Today, the contribution of the digital economy to Russia's GDP is estimated at 2.8%. While 19% of GDP form Internet-dependent markets. Today, the staffing industry of Runet has 2.5 million employees, infrastructure and software are estimated at 2,000 billion rubles, Marketing and advertising - 171 billion rubles, digital content - 63 billion rubles, e-commerce - 1,238 billion rubles.

About 15 years ago, a systematic approach to the study of the digital industry began to take shape. In 2010, an approximate standard has already appeared, describing what exactly is understood by such an industry. Studies of the online economy began to conduct from 2011. The Russian Association of Electronic Communications is constantly improving and modernizing research methods, thus obtaining more accurate data (Putin, 2016). By Vladimir Putin in December 2016, the Federal Assembly was tasked to prepare a development plan for this industry. They attracted businessmen, financial and digital experts and a conference was held where they discussed the experiments conducted on the online economy, and it was customary to call the research data "The Ecosystem of the Russian Digital Economy". In order to develop the digital economy in Russia, on May 9, 2017, was issued "The Strategy for the Development of the Information Society in the Russian Federation for 2017-2030", which determines the program of measures for the development of the economy in Russia in the coming years. On July 6, 2017, a program for the development of the digital economy was adopted, the main postulate of this document is the full integration of the Russian virtual economy with this area of the Eurasian Economic Union. And on July 28, 2017, an order was signed by the Chairman of the Government on the approval of the Digital Economy of the Russian Federation program.

The governmental program "Digital Economy of the Russian Federation" includes:

1. Forecast of the scientific and technological development of the Russian Federation for the period up to 2030, approved by the Chairman of the Government of the Russian Federation, D.A. Medvedev

2. The strategy of the scientific and technological development of the Russian Federation, approved by Decree of the President of the Russian Federation on December 1, 2016 No. 642 "On the Strategy of the Scientific and Technical Development of the Russian Federation"

3. Strategies for the development of the information society in the Russian Federation for 2017-2030, the priority project "Improving the organization of medical care through the introduction of information technologies", approved by the protocol of the Presidential Council for Strategic Development and Priority Projects dated October 25, 2016 No. 9 and other documents of the Eurasian Economic Union.

But the strategic planning document closest to the program in terms of content is the Strategy for the Development of the Information Society of the Russian Federation for 2017-2030, the goals and objectives of which are in close connection with the program.

Based on the "Strategy for the development of the information society of the Russian Federation for 2017-2030", approved by Decree of the President of the Russian Federation of 05/09/2017 No. 203, the government program, of course, takes into account its basic official grounds.

First of all, these include:

1. Federal Law of 28.06.2014 No. 172-FZ "On Strategic Planning in the Russian Federation";

2. "National Security Strategy of the Russian Federation", approved by Decree of the President of the Russian Federation No. 683 of December 31, 2015;

3. "The Doctrine of Information Security of the Russian Federation", approved by Decree of the President of the Russian Federation of 05.12.2016 No. 646;

The above stated documents connected to other regulatory legal acts of the Russian Federation, defining the direction of application of ICT in the Russian Federation.

The main objectives of the program are as follows:

1. creating conditions for the development of high-tech industries and preventing the creation of restrictions in traditional industries;

2. increase the competitiveness of the national economy and its strengthening in the global market.

4.2 Implementation

Russia already has an infrastructure of science and innovations (technology parks, development institutions) that will be used for the development of the digital economy.

The means of implementing the strategy are digital technologies. The project provides support for existing and implemented technologies, as well as the creation and development of new ones. Below is a list of the main technologies that will be used in implementing the adopted program:

1. Big Data (big data);

2. Artificial Intelligence;

3. the wireless technology (countrywide access to 5G network);

4. the virtual and augmented reality technologies;

5. the expanding the spread of the Internet.

As with any solution to the problem posed, the introduction of the digital economy has two types of consequences - positive and negative. Consider first the positive implications of the introduction of the digital economy:

1. the ubiquity of the Internet;

2. the development of the banking sector;

3. the expansion of the electronic services market;

4. the improvement of urban infrastructure;

5. the availability of training materials;

6. the emergence of an increasingly modern computer technology.

7. the availability of ICT;

8. the ability of the population to use ICT due to the availability of basic educational skills related to the quality of the educational system, adult literacy and the level of secondary education enrollment;

9. the development of ICT infrastructure (mobile network coverage, Internet bandwidth, availability of digital content);

10. ICT penetration and diffusion at the individual level. The number of Internet users was considered as one of the indicators.

For example, the Internet audience in Russia at the end of 2017 reached 89 million people (73% of the population aged 12 to 64 years), which is 3% more than in 2016. At the same time, about 60% of the population of the Russian Federation use the Internet, including via mobile devices, and 20% of the population of the country - only from mobile devices.

Consider further the negative effects of the introduction of digital technologies in the economy:

1. the increase in cybercrime: according to a report on the statistics of security threats compiled by Microsoft, in the first quarter of 2017, 14.8% of computers in Russia were exposed to malware, while in the world this figure was 9%;

2. the legal insecurity of people against cybercrime due to incomplete legislative framework;

3. the lack of qualified personnel: according to a study by the Internet Initiatives Development Fund (IIDF), by 2027, the economy will experience a shortage of 2 million IT professionals. At the end of 2016, there were 1.9 million IT specialists in Russia (2.4% of the working-age population of Russia). The same indicator for the USA, Germany and Great Britain was 4.3%;

4. the shortage of graduates of technical universities: about 60,000 IT specialists graduate every year (with higher and secondary special education). The IIDF notes in its study that, in order to eliminate the shortage of personnel, it is necessary to carry out an extra 40,000 people annually;

5. the technological vulnerability of the created digital infrastructure: as an example, it is enough to bring the evacuation of cars due to the non-working parking payment service, or return to the "live" queue in case of malfunctions in the electronic queue systems in state institutions;

6. the rapid obsolescence of equipment and, as a result, problems of its disposal: disused electronics are taken to landfills in third world countries. The largest known landfill, Agbogbloshi, is located in Ghana, one of the poorest countries in West Africa.

For the progress of the information economy to be speedy, the state plans to create all the technical and financial conditions. A lot of attention and energy is invested in the development of telecommunication and computer technologies. Anti-virus programs are installed on all devices brought from abroad, thereby advancing Russian software. The President of the Russian Federation compared this global program in importance with the country's general electrification in the early 20th century. In order to implement the development, the introduction of information technologies in all spheres of life is planned to create about 50 "smart cities", with special information platforms where people can offer their ideas and participate in the management of the city. Events will be held in such cities, which will be based on creating greater comfort for people and on improving their lives. Finish of this project is planned in 2025. By this time, broadband coverage of the Internet should be created, even in the most remote corners of Russia. For that the state undertakes to support enterprises and organizations that work in the IT sphere (Putin, 2016).

4.3 Budget

In 2017-2020, the following allocations from the federal budget were planned for the implementation of the Digital Economy program: in 2017 - 2.0 billion rubles; in 2018 - 2.4 billion rubles; in 2019 - 1.8 billion rubles; in 2020 - 1.6 billion rubles (Putin, 2016).

At the heart of digitalization are three factors: people, technology, and again people. An important role is played by the specialists, who develop the digital environment, and those people, who use it for searching, analyzing data, developing and implementing management decisions.

Accordingly, investments should be directed primarily at people and their knowledge. And this is not only about training qualified IT specialists, but also about improving digital literacy of people in general. Today, companies need employees, who are able to use and support the information technologies implemented in business. The second priority is the development of technologies that form the infrastructure necessary for the digital transformation of markets.

It includes:

1. the communication tools that provide fast and high-quality transmission of protected information;

2. the technological support of the main business processes of enterprises, including access and storage infrastructure;

3. the software and hardware solutions for converting documents from paper to digital and vice versa.

The state is learning to interact with the public through the digital economy. The simplest example is an electronic record to the doctor in the clinic. Digitalization in medicine is one of the most promising areas. For example, it takes about 12 minutes to analyze a single X-ray image of the knee joint and to establish the correct diagnosis. A self-taught bot can analyze 20,000 and identify the pattern of arthrosis or localize the fluid in the knee joint in 15 seconds. Digitalization allows you to work with big data and establish diagnoses more efficiently. In addition, the digitalization of medicine will allow to consult about the diagnosis and treatment by several doctors in different parts of the world seamlessly. Digitalization will also unload the banking sector and transport.

4.4 Formation

Today, the digital economy is one of the most important factors of economic growth and the formation of a new quality of life. Leaders of the world economy consider digitalization as a priority direction of innovative development of production and economic systems of various levels and a tool for ensuring competitive advantages in the long term. In Russia, one can expect a confident development of the digital economy, since the transition to it is beneficial both for companies and for the state. With the help of digital transformation, a country can achieve greater success in the economic, technological and social spheres. At the same time, suppliers of IT solutions can participate in the formation of new business processes, thereby obtaining more opportunities for development in the market and increasing profits.

With the use of digital technologies, the daily life of a person, industrial relations, the structure of the economy, education, as well as new requirements for communications, computing power, information systems and services are changing.

Currently, informational data is becoming a significant asset mainly due to their alternative value and application in new goals for the implementation of innovative ideas. The digital economy is represented by the following three levels, which in close interaction affect the lives of citizens, society as a whole and the human resources of the organization in particular:

1. Markets and industries (areas of activity), where the interaction of specific subjects takes place (suppliers and consumers of goods, works and services).

2. Platforms and technologies where competencies are formed for the development of markets and industries (fields of activity).

3. The environment that creates the conditions for the development of platforms and technologies and the effective interaction of market entities and sectors of the economy (spheres of activity) and covers regulations, information infrastructure, personnel and information security.

The transformation vector of remuneration systems is formed at the third level of the digital economy, where conditions are created for its development: regulation, personnel and education, the formation of research competencies and technological groundwork. Personnel remuneration, which, in our opinion, is one of the elements of the regulatory framework, should take into account the requirements of the Digital Economy of the Russian Federation program. The main objective of the third level of the digital economy is the formation of a new regulatory environment that provides a favorable legal regime for the emergence and development of modern technologies, as well as for the implementation of economic activities related to their use. At this level, it is assumed (Bobkov, 2017):

1. the creation of a permanent mechanism for managing changes and competencies (knowledge) in the field of digital economy regulation;

2. removal of key legal restrictions and the organization of individual legal institutions aimed at solving the priorities of the digital economy;

3. the formation of a comprehensive legislative regulation of relations arising in connection with the development of the digital economy;

4. the adoption of measures aimed at stimulating economic activities related to the use of modern technologies, the collection and use of data;

5. the formation of a policy for the development of the digital economy in the territory of the Eurasian Economic Union, the harmonization of approaches to normative legal regulation;

6. the creation of a methodological basis for the development of competencies in the field of regulation of the digital economy.

The implementation of the above provisions occurs if the labor resources are in constant online access and interaction, which implies the need to adapt them to changing information requirements. These changes entail a transformation of the organization of work, its focus on targeted forms of management and the formation of teams. An integral part of the transformation is a focus on the development of entrepreneurship. There is a blurring of the boundaries between work and leisure in order to achieve a balance between personal life and professional employment. Such features affect the transformation of remuneration systems, which should be based on changes in value orientations and the development of non-standard forms of labor relations. Due to the fact that the dynamism of economic transformations goes in parallel with the change of generations, which are conventionally divided into X, Y, Z, then value orientations undergo changes. In contrast to older generations focused on traditional values, representatives of the digital generation Y were the first to recognize the creative potential of combining world science on the Web. At the same time, the result obtained by each employee and, accordingly, the remuneration depends not on his knowledge, but on his personal abilities to navigate network communications. Generation Z cannot imagine itself without virtual reality, actively uses a wireless Internet connection, which makes it more independent and mobile. This contributes to the development of non-standard labor relations, manifested primarily in such non-standard forms of employment as leasing, outsourcing, insourcing (Bobkov, 2017).

Recommendations

As a result, the ability to support the competitiveness of Russian companies is lower not only internationally (a small amount of high-tech exports), but also domestically (crowding out foreign companies of Russian players in the e-commerce, social networks, search engines). Moreover, the low level of investment on the part of customers of digital solutions limits the development opportunities for Russian companies that provide digital solutions, since it is the domestic market that is the first step for the growth of future digital leaders.

Russia as a subject of the world economic system should digitize its economy in the medium term. The main problem in the digitalization of the economy is the adaptation of Russian society and socio-economic infrastructure to the conditions of the digital economy.

There is a need to smooth the transition to a digital economy due to the existing risks of social collapse. In addition, the digitization of the Russian economy requires the development of an alternative model of individual behavior, due to changes in socio-economic relations in society and the country as a whole.

Countries with developed economies emphasize their competitive advantages, which can contribute to global leadership in one or more areas of the global digital economy. For example, Germany is superior to many countries in using global finance, the United States on the Internet of Things, and China on the export of digital technologies. The program of Russia has not yet revealed its competitive advantages - only the directions that need to be developed are noted, and "road maps" have been created for these directions, which will be edited over time. Therefore, for the time being, we can only conclude that Russia is going to enter the global digital space in the "second roles". In the most negative scenario the main danger of such an approach is a transition to a society with growing social stratification and users of robotic achievements, who receive an unconditional basic income, will begin degradation.

To stimulate the processes of digitalization, the work should be carried out in three directions:

1. the development of people, including both the education of qualified IT specialists and the increase in information literacy of the population;

2. the development of information technology and infrastructure;

3. the formation of transparent and predictable regulatory standards.

In particular, governments can take the following actions to stimulate the development of Russian digital infrastructure and improve the investment climate:

1. development of the regulatory framework in line with modern requirements;

2. creation of conditions for the free movement of information;

3. stimulation of competition in the field of ICT and the use of digital technologies by small and medium-sized businesses, encouraging innovation;

4. development and introduction of new standards in the field of ICT;

5. promotion of the development of electronic commerce;

6. adoption of additional measures to protect consumers in transactions and transactions using the Internet;

7. intensification of work to increase the confidence of businesses and citizens in the use of ICT, including by increasing the level of network security and strengthening control over the use of personal data by companies; it is also advisable to study the issue of developing a law on the right of consumers to privacy and codes of conduct regarding the use of received information and face recognition technology by platforms and mobile applications;

8. development of a strategy for trusted identification in cyberspace;

9. improvement of the effectiveness of copyright protection, strengthening the fight against illegal content on the Internet; conducting a copyright study in a digital economy;

10. facilitation of business access to national innovative platforms and cloud services;

11. development of Russian trade missions in key countries, though inclusion of specialists in digital technologies to promote the export of high-tech products;

12. expansion of public services through the further introduction of the concept of e-government;

13. improvement of e-government, including by expanding public access to information by government departments, storing documents in the cloud, provided that they are properly protected, and the principle of single presentation of documents is implemented.

14. creation of conditions for retaining qualified professionals and businesses in the country, as well as for attracting foreign investors to Russia;

15. development of a network of accelerators, business incubators and special economic zones operating on preferential terms under state support programs in close partnership with big business throughout the country;

16. usage of active governmental leverage for large companies, including considering possible mechanisms for additional tax incentives to stimulate demand for innovation on their part;

17. promotion of direct private investment through crowdfunding platforms, in particular, to create a regulatory framework for the operation of such sites.

In the context of the implementation of the digital agenda, Russia should make maximum use of German, American and Chinese experience in lifting unjustified restrictions on the cross-border movement of digital content, creating a European cloud resource, and including information and communication standards in the catalog.

An analysis of international trends in digital transformation suggests that at the moment there is no ideal version of a national strategy that can be used as a model by other countries, including Russia. Even a high degree of globalization of the economy does not allow to unify these programs.

Conclusion

The purpose of this study was to determine the limitations of Russian digital transformation program, considering implementation of digital transformation programs parts of other countries, taking into account Russian specifics. As it was mentioned, Russia has already faced some problems and limitations and it worth to pay attention to international experience in implementation of such programs. In this study we have identified countries that are relevant for comparison with Russia. They have the comparable level of digital infrastructure and Big Data Maturity and belong to the same cluster (according to the factor and cluster analyses performed). In these analyses was measured the degree of adoption of digital transformation in the world, using an extensive set of information published by Eurostat and Russtat on the use of ICT and the digitization of the corporate sector. After that was performed analysis of digital transformation programs of the countries that refer to the same cluster as Russia. These countries are Germany, USA and China. Then, their limitations and problems were analyzed to properly understand the core and take into account to properly identify recommendations for implementation of Russian digital transformation program.

Furthermore, it should be stated that it was difficult to measure such a concept, because, on the one hand, there is no widespread and adopted definition of digital transformation, and on the other, the available data was not collected for the specific purpose of measuring it. Evidence suggests that there is a wide variation between countries regarding the availability of the conditions necessary for this readiness, but it also shows that countries that are at the forefront of bridging the digital economy could be divided. But these countries still generally more advanced in digital transformation compared to other ones, that haven't started the transformation yet. The reasons for the differences between countries in their ability to adapt to digital transformation require further research: the structure of the industrial sector, its role in each country's economy and differences in business models or management styles even within the same sector should be elements of the study, when looking for drivers of digital transformation. In the future, Eurostat and Russtat may consider making its questionnaire more specific in terms of digitizing the industrial sector, focusing on specific elements that make up digital transformation to get information to understand the evolution and driving forces of the phenomena. In this regard, it would be interesting to understand the degree of adoption of several technologies that support the concept of digital transformation. This information can be a further step in implementing a single digital market strategy, since it would be useful to develop policies and investment strategies that will enhance competitiveness in the world and help to create the conditions for better integration of SMEs in the digitization and innovation cycle.

References

1. Abraham, K., Alexandrova, O. A., Antonov, M. V., Arzamastseva, L. P., Bereshev, S. Kh., Bobkov, V. N., ... & Zig, A. (2017). Employment Instability: The International and Russian Contexts of the Future Sphere of Labor, M: RealPrint, 2017, 560.

2. Accenture. (2018) Digital Density Index: Guiding Digital Transformation. Overview. [Electronic Resources]. Available at: https://www.accenture.com/us-en/insight-digital-density-index-guiding-digital-transformation (accessed 28.04.2019)

3. Alekseev, I.V. (2016) Digital economy: features and trends in the development of electronic interaction, No.2, 42-45.

4. Ashrafi, R., & Mueller, J. (2015). Delineating IT resources and capabilities to obtain competitive advantage and improve firm performance. Information Systems Management, 32(1), 15-38.

5. Baller, S., Dutta, S., & Lanvin, B. (2016). Global information technology report 2016. Geneva: Ouranos.

6. Bauernhansl, T., Ten Hompel, M., & Vogel-Heuser, B. (Eds.). (2014). Industrie 4.0 in Produktion, Automatisierung und Logistik: Anwendung-Technologien-Migration (pp. 1-648). Wiesbaden: Springer Vieweg.

7. Bharadwaj, A., El Sawy, O. A., Pavlou, P. A., & Venkatraman, N. (2013). Digital business strategy: toward a next generation of insights. MIS quarterly, 471-482.

8. Bleicher, J., & Stanley, H. (2016). Digitization as a catalyst for business model innovation a three-step approach to facilitating economic success. Journal of Business Management, (12).

9. Brettel, M., Friederichsen, N., Keller, M., & Rosenberg, M. (2014). How virtualization, decentralization and network building change the manufacturing landscape: An Industry 4.0 Perspective. International journal of mechanical, industrial science and engineering, 8(1), 37-44.

10. CAICT. (2012). Broadband China Strategy and its Implementation. [Electronic Resource]. Available at:

11. http://www.unescap.org/sites/default/files/Broadband%20China%20Strategy.pdf (accessed 26.03.2019).

12. Cбmara, N., & Tuesta, D. (2017). DiGiX: The Digitization Index (No. 17/03).

13. CNTV. (2015). [Electronic resources] Available at:

14. http://www.cntv.ru/2015/03/17/ARTI1426556633862430.shtml (accessed: 24.04.2019)

15. CPSPG (Cyper Physical System Public Working Group). (2015). Draft Framework for Cyber-Physical Systems, Release 0.8. [Electronic Resources] Available at: https://s3.amazonaws.com/nistgcps/cpspwg/pwgglobal/CPS_PWG_Draft_Framework_for_Cyber-Physical_Systems_Release_0_8_September_2015.pdf (accessed 01.09.2019)

16. Cruz-Jesus, F., Oliveira, T., & Bacao, F. (2012). Digital divide across the European Union. Information & Management, 49(6), 278-291.

17. Dery, K., Sebastian, I. M., & van der Meulen, N. (2017). The Digital Workplace is Key to Digital Innovation. MIS Quarterly Executive, 16(2).

18. Dujmovic J. (2016). The 10 Most Digitally Savvy Countries in the World. [Electronic Resources] Available at: http://www.marketwatch.com/story/the-10-most-digitally-savvy-countries-in-the-world-2016-07-19 (accessed 30.04.2019)

19. EAES. (2018). The basic ways of digital program impementation EAES till 2025 year [Electronic resources] Available at:

20. http://www.eurasiancommission.org/ru/act/dmi/SiteAssets/Kratkoe-izlozhenie-ONCP.pdf (accessed: 24.04.2019)

21. European Commission (2015). A Digital Single Market Strategy for Europe: Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions, 192 final. Brussels: the European Commission, 2015. 20 p. [Electronic resource]. Available at: http://ec.europa.eu/transparency/regdoc/rep/1/2015/EN/1-2015-192-EN-F1-1.PDF (accessed: 02.05.2019)

22. European Union. (2016). International Digital Economy and Society Index (I-DESI). Final Report. 99 p. [Electronic resources] Available at: https://ec.europa.eu/digital-single-market/en/news/2016-i-desi-report (accessed: 07.04.2019).

23. Eurostat, N. A. C. E. (2008). Rev. 2-statistical classification of economic activities in the european community. Office for Official Publications of the European Communities, Luxemburg.

24. Eurostat. (2017). Community Survey on ICT Usage and e-commerce in Enterprises. pp. 14-19.

25. Glazyev, S. (2017). The Great Digital Economy: Challenges and Prospects for the Economy of the 21st Century. Russian folk line: Information and analytical service, 14.

26. Greer, C., Wollman, D. A., Prochaska, D. E., Boynton, P. A., Mazer, J. A., Nguyen, C. T., ... & Pillitteri, V. Y. (2014). Nist framework and roadmap for smart grid interoperability standards, release 3.0 (No. Special Publication (NIST SP)-1108r3).

27. Grimm, A. (2017). Trends in US trade in information and communications technology (ICT) services and in ICT-enabled services. National Bureau of Economic Research, Inc

28. Grover, V., & Kohli, R. (2013). Revealing your hand: caveats in implementing digital business strategy. Mis Quarterly, 655-662.

29. Hermann, M., Pentek, T., & Otto, B. (2016, January). Design principles for industrie 4.0 scenarios. In 2016 49th Hawaii international conference on system sciences (HICSS) (pp. 3928-3937). IEEE.

30. Hofmann, E., & Rьsch, M. (2017). Industry 4.0 and the current status as well as future prospects on logistics. Computers in Industry, 89, 23-34.

31. Huanqiu. (2017). [Electronic resources] Available at:

32. http://world.huanqiu.com/hot/2015#03/5946032.html (accessed: 24.04.2019)

33. IANA. (2016). Stewardship Transition Proposal Assessment Report. [Electronic resources] Available at: http://www.ntia.doc.gov/report/2016/iana-stewardship-transition-proposal-assessment-report (accessed: 17.04.2019)

34. IDESG. The Identity Ecosystem Steering Group. (2018) [Electronic resources] Available at: https://www.idesg.org/ (accessed: 24.04.2019)

35. InvestFuture. (2017). The development of a digital economy. From data to mobile. [Electronic resources] Available at: https://investfuture.ru/articles/id/razvitie-tsifrovoj-ekonomiki-ot-dannyh-k-mobajlu. (accessed: 12.04.2019)

36. Kagerman, H., Wahlster, W., Helbig, J. (2013). Securing the Future of German Manufacturing Industry Recommendations for Implementing the Strategic Initiative INDUSTRIE 4.0 Final Report of the Industrie 4.0 Working Group.

37. Kagermann, H., Lukas, W. D., & Wahlster, W. (2011). Industrie 4.0: Mit dem Internet der Dinge auf dem Weg zur 4. industriellen Revolution. VDI nachrichten, 13(1).

38. Kapranova, L. D. (2018). Digital economy in Russia: state and development prospects. Economy. Taxes Right, 11 (2), 58-69.

39. Kovalenko, B., B. (2017). Digital transformation: ways to create a competitive advantage of business organizations. Science and business: ways of development, (9), 49.

40. Kovalev, M.M., & Golovenchik, G. G. (2018). Digital Economy of Russia 2017: analytics, figures, facts

41. Mansfield, R. (2018). National Broadband Map - How connected is my community? Decommissioning of the National Broadband Map and its APIs [Electronic resources] Available at: http://www.broadbandmap.gov/ (accessed: 07.04.2019)

42. McKinsey. (2018). Artificial intelligence the next digital frontier [Electronic resource]. PitchBook, McKinsey Global Institute analysis. Available at: https://www.mckinsey.com/~/media/McKinsey/Industries/Advanced%20Electronics/Our%20Insights/How%20artificial%20intelligence%20can%20deliver%20real%20value%20to%20companies/MGI-Artificial-Intelligence-Discussion-paper.ashx (accessed: 03.05.2019)

43. Mithas, S., Tafti, A., & Mitchell, W. (2013). How a firm's competitive environment and digital strategic posture influence digital business strategy. MIS quarterly, 511-536.

44. Moeuf, A., Pellerin, R., Lamouri, S., Tamayo-Giraldo, S., & Barbaray, R. (2018). The industrial management of SMEs in the era of Industry 4.0. International Journal of Production Research, 56(3), 1118-1136.

45. Muller. (2014). Industrie 4.0 - Volkswirtschaftliches Potenzial fur Deutschland. Berlin.

46. National Bureau of Statistics. (2017). Statistical Communiquй of the People's Republic of China on 2016 National Economic and Social Development. [Electronic resources] Available at: http://www.stats.gov.cn/tjsj/zxfb/201702/t20170228_1467424.html

47. (accessed: 24.04.2019)

48. NIST. (2017). NIST Cloud Computing Program. [Electronic resources] Available at: http://www.nist.gov/itl/cloud/ (accessed: 07.04.2019)

49. NIST. (2018) National Strategy for Trusted Identities in Cyberspace. [Electronic resources] Available at: http://www.nist.gov/nstic/index.html (accessed: 07.04.2019)

50. OECD. (2017). OECD Digital Economy Outlook 2017

51. Otto, B. (2014). Technik fur die wandlungsfahige Logistik--Industrie 4.0.

52. Pedone, G., & Mezgбr, I. (2018). Model similarity evidence and interoperability affinity in cloud-ready Industry 4.0 technologies. Computers in Industry, 100, 278-286.

53. People's Daily. (2015). Policy Interpretation: "Made in China - 2025" targets 10 key areas. [Electronic resources] Available at:

54. http://ru.theorychina.org/xsqy_2477/201506/t20150604_323068.shtml

55. (accessed: 24.04.2019)

56. Peres-Neto, P. R., Jackson, D. A., & Somers, K. M. (2005). How many principal components? Stopping rules for determining the number of non-trivial axes revisited. Computational Statistics & Data Analysis, 49(4), 974-997.

57. Prasolov, V.I. (2017). The digital economy as a response to the challenges of the twenty-first century. Economy and Society, (2), 44-52.

58. Putin, V. V. (2016) Strategy of the scientific and technological development of the Russian Federation. Approved by Decree of the President of the Russian Federation dated December 1, 2016 No. 642. [Electronic resources] Available at:

59. http://www.garant.ru/products/ipo/prime/doc/71570570/ (accessed: 02.04.2019)

60. Putin, V. V. (2016). Federal Assembly of December 1, 2016 [Electronic resource]. Access mode: http://www.kremlin.ru/events/president/news/53379. Appeal Date: May 01, 2019

61. Putin, V. V. (2017) Strategy of economic security of the Russian Federation for the period up to 2030. Approved by Decree of the President of the Russian Federation of May 13, 2017 No. 208. [Electronic resources] Available at:

62. http://static.kremlin.ru/media/acts/files/0001201705150001.pdf (accessed: 02.05.2019)

63. Putin, V. V. (2017) Strategy of the Information Society Development in the Russian Federation for 2017-2030. Approved by the Decree of the President of the Russian Federation dated May 9, 2017 No. 203. [Electronic resources] Available at: http://www.garant.ru/products/ipo/prime/doc/71570570/ (accessed: 02.05.2019)

64. Putin, V. V. (2017). The program Digital Economy of the Russian Federation approved by the order of the Government of the Russian Federation of 28.07.2017, No. 1635-p

65. RBC [Electronic resources] Available at: http://www.rbc.ru/ (accessed: 02.04.2019)

66. Qin, J., Liu, Y., & Grosvenor, R. (2016). A categorical framework of manufacturing for industry 4.0 and beyond. Procedia Cirp, 52, 173-178.

67. Revenko N.S. (2016a). The European Union on the Way to the Digital Single Market. Mir novoi ekonomiki. No. 2. P. 6-15.

68. Revenko N.S. (2016b). EU Digital Single Market: Better Access to Online Goods and Services. Ekonomicheskie strategii. No. 8 (142). P. 56-63.

69. Revenko N.S. (2017). Digital Economy of China: the New Stage of the Country's Economic Development. Informatsionnoe obschestvo. No. 4-5. P. 43-50.

70. Revenko N.S. (2017). U.S. Digital Economy in the Era of Information Globalization: Current Trends. SSHA & Kanada: Ekonomika, Politika, Kultura. No. 8 (572). P. 78-100.

71. Sabbagh, K., El-Darwiche, B., Friedrich, R., & Singh, M. (2012). Maximizing the Impact of Digitization: Strategy&.

72. Santos, M. Y., e Sб, J. O., Andrade, C., Lima, F. V., Costa, E., Costa, C., ... & Galvгo, J. (2017). A big data system supporting bosch braga industry 4.0 strategy. International Journal of Information Management, 37(6), 750-760.

73. Sharma, S. (1996). Applied multivariate techniques. John Wiley & Sons, Inc..

74. Shvab, K. (2017). Chetvertaia promyshlennaia revoliutsiia: per. s angl. Moscow: Izdatelstvo E.

75. Smit, J., Kreutzer, S., Moeller, C., & Carlberg, M. (2016). Industry 4.0 a study for the European Parliament. Brussels, Belgium.

76. State Council. (2016). Guidance on Actively Promoting Internet Plus Action Plan by the State Council [Electronic Resource]. July 21, 2016. [Electronic resources] Available at: http://en.chinabeidou.gov.cn/c/83.html (accessed 28.03.2019).

77. TASS. (2019). [Electronic resources] Available at: http://www.tass.ru/ (accessed: 02.05.2019)

78. TADVISER. (2019). The countries - the leaders of digital economy. Digital Russia: new reality. [Electronic resources] Available at: http://www.tadviser.ru/images/c/c2/Digital-Russia-report.pdf (accessed: 02.04.2019)

79. The White House. (2013). Improving Critical Infrastructure Cybersecurity. Office of the Press Secretary. Executive Order. Washington DC. [Electronic resources] Available at: https://www.whitehouse.gov/the-press-office/2013/02/12/executive-order-improving-critical-infrastructure-cybersecurity (accessed: 17.04.2019)

80. USITO. (2017). Guiding Opinions on Actively Promoting the Internet Plus Action Plan [Electronic Resource]. Available at: http://www.usito.org/news/state-council-provides-guidance-internet-plus-action-plan (accessed 18.03.2019).

81. USPTO. (2013). Copyright Policy, Creativity, and Innovation in the Digital Economy (Green Paper). Washington DC: U.S. Department of Commerce Internet Policy Task Force, July 2013. [Electronic Resources]. Available at:

82. http://www.uspto.gov/sites/default/files/news/publications/ copyrightgreenpaper.pdf (accessed 13.04.2019)

83. Vicente, M. R., & Lуpez, A. J. (2011). Assessing the regional digital divide across the European Union-27. Telecommunications Policy, 35(3), 220-237.

84. Wang, S., Wan, J., Zhang, D., Li, D., & Zhang, C. (2016). Towards smart factory for industry 4.0: a self-organized multi-agent system with big data based feedback and coordination. Computer Networks, 101, 158-168.

85. Wang, S., Zhang, C., Liu, C., Li, D., & Tang, H. (2017). Cloud-assisted interaction and negotiation of industrial robots for the smart factory. Computers & Electrical Engineering, 63, 66-78.

86. Washington DC: The Department of Commerce Internet Policy Task Force & Digital Economy Leadership Team. (2017). Fostering the advancement of the Internet of Things. Green paper. 69 p. [Electronic Resources] Available at:

87. https://www.ntia.doc.gov/files/ntia/publications/iot_green_paper_01122017.pdf (accessed 15.04.2019)

88. Washington DC: U.S. Department of Commerce Internet Policy Task Force. (2016). White Paper on Remixes, First Sale, and Statutory Damages (White Paper). [Electronic resources] Available at:

89. http://www.uspto.gov/sites/default/files/documents/copyrightwhitepaper.pdf (accessed: 24.04.2019)

90. World Bank Group. (2016). Digital Economy Concept, Trends and Visions: Toward a Future-Proof Strategy. Discussion Paper for International Seminar #1. 11 p. [Electronic Resources] Available at:

91. http://pubdocs.worldbank.org/en/513361482271099284/Digital-Economy-Russia-Discussion-paper-2016-12-20-eng.pdf (accessed 10.05.2019)

92. Xianhuanet. (2016). [Electronic resources] Available at:

93. http://sh.xinhuanet.com/2016#03/18/c_135200400.html (accessed: 24.04.2019)

94. Xinhua. (2015). China unveils Internet Plus action plan to fuel growth [Electronic Resource]. July 4, 2015. [Electronic Resources]. Available at: http://english.gov.cn/policies/latest_releases/2015/07/04/content_281475140165588.html (accessed 14.04.2019).

95. Xu, L. D., Xu, E. L., & Li, L. (2018). Industry 4.0: state of the art and future trends. International Journal of Production Research, 56(8), 2941-2962.

96. Yumaev, E. A. (2017). Innovation and industrial policy in the light of the transition to industry 4.0: Foreign trends and challenges for Russia. Journal of Economic Theory, (2), 181-185.

Размещено на Allbest.ru


Подобные документы

  • Theoretical aspects of the application digital education resources in teaching computer science according to the capabilities of electronic programs. Capabilities of tools Microsoft Office and Macromedia Flash. Application of the program Microsoft Excel.

    контрольная работа [1,5 M], добавлен 07.07.2013

  • Определение понятия системы доставки медиаконтента Digital Signage; изучение области ее применения, преимуществ и недостатков. Рассмотрение технических средств и программного обеспечения. Анализ опыта применения системы на базе Научной библиотеки УдГУ.

    курсовая работа [48,2 K], добавлен 03.06.2014

  • Модели звуковых карт, их возможности, качество звука и размеры. Устройство звуковых карт и принципы их функционирования. Методы генерации звука, применяющиеся в звуковых платах. Особенности системы пространственного звуковоспроизведения Dolby Digital.

    реферат [34,8 K], добавлен 13.03.2011

  • Review of development of cloud computing. Service models of cloud computing. Deployment models of cloud computing. Technology of virtualization. Algorithm of "Cloudy". Safety and labor protection. Justification of the cost-effectiveness of the project.

    дипломная работа [2,3 M], добавлен 13.05.2015

  • Lines of communication and the properties of the fiber optic link. Selection of the type of optical cable. The choice of construction method, the route for laying fiber-optic. Calculation of the required number of channels. Digital transmission systems.

    дипломная работа [1,8 M], добавлен 09.08.2016

  • Digital Versatile Disk - цифровой многофункциональный диск. Основы устройства DVD. Возможности использования DVD. Новые форматы дисков. Отличие CD от DVD. Емкость хранимых данных. Новейшие стандарты Blu-Ray и HD DVD.

    реферат [136,6 K], добавлен 17.02.2007

  • Lists used by Algorithm No 2. Some examples of the performance of Algorithm No 2. Invention of the program of reading, development of efficient algorithm of the program. Application of the programs to any English texts. The actual users of the algorithm.

    курсовая работа [19,3 K], добавлен 13.01.2010

  • Анализ материнской платы Intel D815EEA, установка процессора. Хаб Графики и Памяти 82815E – GMCH, Южный мост. Описание программного Хаба 82802AB, слотов PCI и CNR, слотов памяти. Опциональные звуковые чипы. Цифровой видеовыход Digital Video Out.

    лабораторная работа [571,2 K], добавлен 11.05.2010

  • Рынок карт памяти стандарта SD. Накопители стандарта SD как незаменимые "помощники" в сфере информации. Рост объема памяти и скорости передачи данных. Классы скорости, вид и размер карт памяти. Рейтинг карт памяти по разным техническим показателям.

    реферат [1,6 M], добавлен 05.06.2015

  • IS management standards development. The national peculiarities of the IS management standards. The most integrated existent IS management solution. General description of the ISS model. Application of semi-Markov processes in ISS state description.

    дипломная работа [2,2 M], добавлен 28.10.2011

Работы в архивах красиво оформлены согласно требованиям ВУЗов и содержат рисунки, диаграммы, формулы и т.д.
PPT, PPTX и PDF-файлы представлены только в архивах.
Рекомендуем скачать работу.