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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Paradigm Transformation of Education System in Digital Reality*</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Konst</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>ntin A. M</string-name>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Astrakhan state University</institution>
          ,
          <addr-line>Astrakhan, Russian Federation</addr-line>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>V.I.Vernadsky Crimean Federal University</institution>
          ,
          <addr-line>Simferopol, Russian Federation</addr-line>
        </aff>
      </contrib-group>
      <fpage>0000</fpage>
      <lpage>0002</lpage>
      <abstract>
        <p>The modern higher education system lags far behind the requirements of the labor market and demands of consumers of educational services. This has been especially evident recently when digital tools have penetrated widely into all areas of human activity. A significant reduction in the time lag of the technological digital wave prevented representatives of several generations of knowledge holders from adapting to the demands of digital reality consumers. The COVID-19 pandemic was a catalyst that, in a shortened period, transferred the education process into an online environment. All the restrictions that supporters of the traditional model considered an obstacle to the digitalization of education in an instant became unsustainable. The authors of the article prove that the future of education lies in the formation of a hybrid educational environment that permeates the entire vertical and horizontal of the individual trajectory of development of a human of the future.</p>
      </abstract>
      <kwd-group>
        <kwd>Digitalization</kwd>
        <kwd>Education</kwd>
        <kwd>COVID-19</kwd>
        <kwd>Interactive Technologies</kwd>
        <kwd>Humanization</kwd>
        <kwd>Educational Depository</kwd>
        <kwd>Mentality</kwd>
        <kwd>Teachers</kwd>
        <kwd>Students</kwd>
        <kwd>Hybrid Educational Environment</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>The rapid transformation of all areas of life occurring in the information society,
increasing diversification of work, reduction of the life cycle of technologies demands
the fastest readjustment of the whole paradigm of a traditional way of life including,
first of all, changes in the mentality of people of generations X and Y. Today, it is these
generations namely that are the most significant participants of the introduction of
innovations.</p>
      <p>However, the paradox of the situation is that representatives of generation X are not
ready for digital reality, and representatives of generation Y - for the necessary speed
of digitalization. On the contrary, generation Z, which is now widely present in the
market of consumers of educational services and has just entered the labor market, are
ardent supporters and confident users of digital tools. The COVID-19 pandemic has
become a natural catalyst to synchronize the demands of the digital economy and the
mentality of different generations. The experience of adapting to the new reality is
exemplified by distance learning implementation at Astrakhan State University</p>
      <p>
        The introduction of distance education in universities has transferred the competition
between them to a higher, global level also [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. The authors of the article aim to present
arguments in favor of creating a hybrid educational environment that implies an organic
combination of traditional and digital education that meets the demands of modern
times and levels out the fears of representatives of generations X and Y not to find their
place in the digital reality. The objectives of the research are to review current
developments in the field of e-learning, to analyze statistical material on the successful
application of e-learning, carried out before and during the COVID-19 pandemic, to argue
for the creation of a free single national online educational depository, humanization of
the education system, which involves increasing access to the higher education system
for those who do not have sufficient financial resources
      </p>
      <p>
        The author of the definition of “digitalization” is K. Schwab, who predicted the
digital revolution to be accompanied by the Internet, miniature devices, and the
development of artificial intelligence. According to A. Kechelava, digital reality forms a hybrid
world through which with the use of the virtual world the vital actions of the real world
are performed [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. However, these founders of the digital transformation of society did
not pay much attention in their works to the transformation of the education system. A.
Marey views digitalization as a paradigm shift in communication and interaction with
each other and society. In the works of E. Vartanova and M. Makseenko, much attention
is paid to the complex solution of infrastructural adjustment and transformation of
managerial, behavioral, and cultural character [
        <xref ref-type="bibr" rid="ref3 ref4">3-4</xref>
        ].
      </p>
      <p>
        L. Kapranova emphasizes that the most important feature of a digital person is the
skills to apply them in professional life [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]. N. Bitiutskaya noted the need to develop in
teachers the ability to navigate in the flow of digital information, skills to work with it,
process and incorporate it in the new technology. V. Astapkovich suggested defining
unified requirements to existing and emerging online course platforms that would
merge into a system similar to a “single window” [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]. However, there is no
comprehensive unified approach to the transformation of the higher education system today.
2
      </p>
    </sec>
    <sec id="sec-2">
      <title>Methodology</title>
      <p>In 2000, the Commission of the European Community presented the “Memorandum on
Lifelong Learning” to the general world public, introducing a new paradigm of state
and individual responsibility for the development of human competencies throughout
one’s life. The basic conditions for the appearance of this document were as follows:
Traditional learning technologies used in educational institutions are designed
for generations X and Y, while the main active consumers of educational
services are representatives of generation Z;
The “LifeLong” paradigm, which involved the periodic development of adult
competencies, is transformed into the “LifeWide” paradigm, which implements
a continuous learning process (see Fig. 1).</p>
      <sec id="sec-2-1">
        <title>Access to general education</title>
      </sec>
      <sec id="sec-2-2">
        <title>Investment in</title>
        <p>human resources
Effective
teaching
methods







</p>
      </sec>
      <sec id="sec-2-3">
        <title>Memorandum on Lifelong Learning</title>
      </sec>
      <sec id="sec-2-4">
        <title>Assessment of training and retraining</title>
      </sec>
      <sec id="sec-2-5">
        <title>Access to highquality education</title>
      </sec>
      <sec id="sec-2-6">
        <title>Access to ICT-enabled education</title>
        <p>The Memorandum envisaged the implementation of the following strategy:
ensuring universal and continuous access to education to acquire and update the
skills needed for long-term participation in the knowledge society;
a noticeable increase in investment in human resources to prioritize the most
important asset - people;
developing effective teaching and learning methods and conditions for lifelong
learning continuum in all its forms;
significantly expand areas in which participation in studies and their outcomes
are understood and valued, especially informal and non-formal education;
ensuring that everyone has easy access to high-quality information and an
archive of educational programs offers worldwide and throughout life;
providing “lifelong learning” opportunities as close as possible to students, in
their communities, and with the support of computing equipment where
appropriate.</p>
        <p>It can be said that it was after this fundamental shift in the pan-European (and then
global) education paradigm that online educational technologies began to be actively
introduced into the practice of the world’s leading countries in the late 20th century.
The main purpose of the introduction of distance technologies was to increase the
number of students by increasing access to educational content, which removed one of the
main restrictions - the geographical remoteness of holders and consumers of
educational products.</p>
        <p>The concomitant goal was to reduce the cost of educational services provided (by
replicating them and due to the absence of the need to maintain spaces and teachers)
while maintaining its price for consumers. Over the past thirty years, the popularity of
online education has been only growing. For example, in the U.S., according to studies
conducted by Sloan Consortium, there is an increase in the number of students who
choose more than three online courses. As noted by American and European
researchers, by 2025. “More than half of today’s colleges may close, major players may merge,
or may require a fundamental shift in their mission,” they also note, “50 to 60% of U.S.
university programs will be available online”.</p>
        <p>Today, when considering the problems of digitalization in scientific circles, it is
common to use a more specialized classification. Generation X is called the analog
generation, which is understood as the generation of people who were born before the
emergence of computers and the Internet, because of their minds it is difficult for them
to perceive information from the screen and they practically do not use computers.
Generation Y is called a shift generation, which includes the generation that began to
actively use the computer at a conscious age. Generation Z is represented by digital
holders (digital generation) - the generation that does not know the world without mobile
devices.</p>
        <p>The digital generation is characterized by new somatic attitudes - they begin to
communicate in electronic networks before they acquire handwriting skills. As a result, they
have an “F-shaped mirror-like perception of reality”. The speed at which they
familiarize themselves with new information and assimilate it increases significantly. The basic
attitude of the comfort of perception of information changes as well. The digital
generation is not pronounced auditory learners like the previous generation; this generation
is not ready to spend time on the perception of information through the technology of
traditional lectures and seminars.</p>
        <p>All the more so because it is proved that the level of information assimilation when
using traditional learning technologies does not exceed 7-15%. While with generation
Z comfortable learning technologies, which are distance learning modes, the human
brain can learn much more information, because no time is spent on unnecessary
operations. However, this is only possible with properly designed educational modules and
programs.</p>
        <p>
          American and European universities have created a network of schools for talented
children of generation Z, the so-called university schools for gifted youth (e.g., the
Education Program for Gifted Youth Stanford University), where during the learning
process the most modern online technologies are used with the classes tutored by the
leading university professors. Most of the leading national secondary schools cooperate
with the Education Program for Gifted Youth Stanford University - today about 50
thousand children from different countries of the world are studying under this
program. The most talented students are awarded grants to study at Stanford University
upon graduation. These programs are implemented by universities under the slogan of
humanization of education [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ].
        </p>
        <p>In the last five years, modern Western employers have begun to view specialists that
received online education as the most promising ones, as these workers have higher
learning capability and are more receptive to innovation. These specialists will be able
to perform continuous educational consulting in the next 30 years of active working life
without interrupting their work, which will allow the company to quickly and cheaply
close the competence gap, which implies a high speed of solving non-standard tasks.</p>
        <p>Many of the major international companies create corporate universities for the
active implementation of new technologies - McDonald's (Hamburger University), IBM
(IBM Global Learning), Microsoft, Cisco Systems, Xerox, Ford (Ford Learning
Network), Reuters, and others.</p>
        <p>
          To ensure the global competitiveness of Russian education and the entry of the
Russian Federation in the top 10 countries in terms of the general education quality, the
ambitious objective on the creation of Digital School by 2024 is set, in which the system
of educational process organization, teachers' work, and administrative and economic
management should be digitized [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ].
        </p>
        <p>There is a stable negative perception of online education in Russia. Domestic experts
name its main drawback - low quality of education, due to lack of motivation of
students. This bias was formed because during the previous twenty years distance
education was mainly associated with extramural or supplementary education, which served
as a disguise for the legal “trade” of higher education documents. The last decade in
Russia was marked by the struggle of the Federal Service for Supervision of Education
and Science with such dubious educational institutions. The conducted clearing of the
higher education market from unscrupulous providers of educational services has
restored consumer confidence in online learning technologies used by leading Russian
universities.</p>
        <p>Nowadays, almost any higher education program contains some components of
electronic courses that are mastered in a distance learning mode. This is due to a whole
complex of sociocultural reasons related to the low level of digital literacy of
educational service providers, the desire to reduce costs of organizing the educational
process, and the increased mobility of people in general.</p>
        <p>The vast majority of Russian employers are not aware of the importance of digital
learning technologies. The only exceptions are large corporations, which simply have
to use these technologies of increasing the competence of their employees to maintain
the competitiveness of their core business, mainly through the creation of corporate
universities (learning organizations).</p>
        <p>The mentality of generations X and Y are shaped in such a way that they stop
learning on their own and quickly become “outdated” as professionals since during their
studies it was believed that knowledge gained in universities would retain its
competitive advantages for at least 20 years. All this is consonant with the duration of N.
Kondratyev long waves with an average time lag of the technological wave being 30-40
years. And it is the representatives of these generations, though the most advanced of
them, who carry out the educational process in universities today. In this regard, we can
name the following main shortcomings of the existing higher education system:



</p>
        <p>
          The competencies of the graduates do not synchronize with the requirements of
the labor market (according to the data of the Ministry of Labour and Social
Protection of the Russian Federation in 2008 up to 73% of the graduates of
higher education institutions completed their studies at the job at the expense of
their employers) [
          <xref ref-type="bibr" rid="ref9">9</xref>
          ];
The training format is focused on teachers, not clients, the educational programs
are designed to meet the requirements of certain teachers, not (active and
passive) consumers of educational services (Changellenge consulting company has
found out that among the students “who have an average grade more than 4.5”,
more than a third say that educational programs are out of date, about 40% think
that training is not in compliance with the requirements of the labor market and
more than a half highlight that higher education institutions provide little
“practical training”) [
          <xref ref-type="bibr" rid="ref10">10</xref>
          ];
The low motivation of students to study, that is they concentrate on memorizing
information to succeed in interim and final assessment rather than on acquiring
new knowledge and skills;
Lack of involvement of agents of the real economy sector in the implementation
of educational programs.
        </p>
        <p>
          There is a problem while implementing a distant educational program –it is the
identification of the person performing the task. In the modern world, this problem is solved
with the help of contact work during video chats. In the structure of higher education,
the application of studying part of a course at a distance using digital technologies
occupies a special place in the educational process and is being used more and more often
[
          <xref ref-type="bibr" rid="ref11">11</xref>
          ].
        </p>
        <p>
          All the participants of the educational services market - both active and passive
consumers and the suppliers - have realized the necessity of changes in the system of
professional education. In recent years Ministry of Science and Higher Education of the
Russian Federation has implemented many projects and initiated many programs on the
introduction of online technologies into the university's activity. However, all those
initiatives that are being actively implemented in the capital universities, were
introduced with considerably less amplitude by regional educational institutions. Teachers
of generations X and Y, because of low digital literacy and the stereotype that they will
not find their place in the new format, prevented the active introduction of online
technologies. The Spatio-temporal remoteness f the teacher and the student and their
indirect-direct, virtual-real interaction weaken the traditional “strong bonds” between the
teacher and the student. As a result, there is a serious risk of breaking these bonds [
          <xref ref-type="bibr" rid="ref12">12</xref>
          ].
        </p>
        <p>For more than ten years since the introduction of the Federal Standards (FGOS) of
the 3 generations the government has been declaring individualization of educational
trajectories of students and creation of electronic educational environments, but no
fullscale work was implemented in this respect. The educational community has been
pretending that a new kind of educational content is being created and introduced, and the
state and society have been pretending that they believe that. It is these restrictions that
prevented the system of higher education from efficiently developing in a synchronized
way in the digital system of coordinates.</p>
        <p>This resistance could considerably hinder the development of the modern system of
higher education but for the COVID–19 pandemics that became a striking example of
“The Black Swan 2020” which in Nassim Nicholas Taleb’s terminology means
hardto-predict and rare events that have considerable consequences. For some months
COVID–19 has completely turned upside down people’s ideas of limits for their
capabilities and to a large extent has blurred alleged restrictions of generations X and Y.
Challenges of digitization and the changes of the reality perception paradigm, that have
been largely discussed in the sphere of higher education worldwide, have immediately
penetrated the practice of transferring educational products, including in Russia. For
several months markets and parameters of labor have transformed considerably all over
the world.</p>
        <p>The year 2020 comes and “The Black Swan 2020” emerges and for several months
breaks the customary paradigm of denying a new reality for all of us. For a very short
period, the electronic educational systems have been filled up with educational
materials, the educational community is massively studying new information technologies,
students and middle-aged people start to use the Internet not for entertaining, but for
developing their professional and supra-professional competencies. It turned out that a
big volume of high-quality educational content “Arzamas”, “Lektorium, “Znanium”
had been elaborated and is freely available, and teaching staff will either adapt to new
replies of online education or will be replaced by virtual tutors. Of course, there are still
many questions concerning the quality of educational content, but the reality is that
either the quality of the educational content will be soon considerably improved or these
teachers and universities will become non-demanded. Astrakhan State University was
also affected by the one-step transition to digital reality. Thus, within one week the
Moodle system was packed with educational content, tasks were uploaded for the
current and intermediate assessment of students (see Fig. 2).
At the same time, the “Digital Volunteer” project for teachers of generation X and Y
was launched under the patronage of students of the Faculty of Digital Technologies &amp;
Cybersecurity. The new format of communication was positively received by the
students and most of the teaching staff. However, after a few months of remote interaction,
there were reports of the decline of enthusiasm in students and teachers, due to the
impossibility of offline interaction.</p>
        <p>This situation was observed in almost all educational institutions. Also, the
robotization of production and digitalization of services will lead to a reduction of about 47%
of “traditional” professions until 2035, and the remaining professions are expected to
undergo a fundamental change in qualification requirements, competencies, which
change the very nature of employment. In the professions of the future, modern
scientists pay great attention to the formation of supra-professional competencies (ability to
work in a team, knowledge of the fundamentals of lean production, multilingualism,
self-management, etc.), which is impossible without offline interaction between teacher
and student.</p>
        <p>Today it is necessary to significantly change the educational programs proactively,
because of the following tendencies:
 Robotic automation of production process results in reduced employment in the
production sphere and at the same time in an increased number of those engaged in
services (though these processes are temporary and any time soon the services
sphere will be also subjected to total introduction of artificial intelligence and
dramatic reduction of vacancies for people);
 Overwhelming digitalization blurs the boundaries of national and world labor
markets, promoting globalization, enhancing the spread of remote work practice;
 Considerable reduction (up to complete disappearance) of some “traditional”
professions together with the appearance of new ones (according to C. Frey and M.
Osborne by 2033 in the USA robotization will supersede more than 47% of jobs
existing in 2018, in Germany - 35%, in Japan - 21%, in Russia - up to 30%. And
according to the World Bank in China this figure may reach 77% by 2033);
 Fundamental changes in qualification requirements, competencies in most of “the
traditional” professions, that alter the essence of occupation.</p>
        <p>Modern researchers pay great attention to forming supra-professional competencies
(team working, knowledge of essentials of lean production, multilingualism,
self-management, etc.) in the professions of the future. However, the traditional paradigm of
education (school-college-university) expects the students to be “equal” in compliance
with the education standards, accustoming the young generation to depersonalization.
The educational process is in great discord with the demands of the future labor market
that are being shaped. To compensate for the influence of reduced relevance of the
rendered educational services, which results in the fact that the working-age population
feels unwanted, so-called Atlases of future professions are being created on the global
and national levels. They take into account the technological, social, and economic
changes, strategic development plans of leading companies, that will enable them to</p>
        <p>
          Results
form strategic competitive industry-specific “Maps of the Future Business World”.
Besides global education, online media are being worked out.
4



The development of the Russian higher education system after the creation of a working
hybrid educational environment based on the E-Learning principles laid down in the
“Memorandum on Lifelong Learning”. This includes:
 Changing the teaching paradigm in secondary school so that all secondary school
leavers develop digital literacy skills [
          <xref ref-type="bibr" rid="ref13">13</xref>
          ];
 Developing centers of attraction for talented children in schools for the
implementation of analog Education Program for University – pre-university studies (at least
one in each region), which will significantly humanize the entry into the higher
education system and increase the international mobility of potential applicants;
 Implementing “40-40-20” self-management principles in the national education
system, which means that 40 percent of the student's time is spent on distance
learning, about 40 percent - on full-time, and the remaining 20 percent on self-education;
 Changing the education format completely from professor-centered to
client-oriented (generation Z is highly rational and educational programs synchronized with
the labor market should be offered to increase their study motivation);
 Digitalizing all educational programs to improve the convenience of the services
provided to generation Z consumers.
        </p>
        <p>We propose the creation of “Caspian Intellect”, a decentralized interactive AI-enabled
educational platform. Fig. 3 presents our vision of this digital tool.</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Discussion</title>
      <p>Trends in higher education development are clear and transparent. But some problems
should be solved in advance. Among them are the following:</p>
      <p>Are our educational institutions, business, society, and infrastructure ready to train
the most in-demand specialists of the future;
What to do with released personnel carrying the competencies of outdated and dying
professions - society realizes it is almost impossible to retrain them in the context
of promising professions of the future;
How to increase the motivation of all generations to master universal
supra-professional skills and abilities providing competitive advantages to specialists and enable
them to quickly adapt to the highly competitive environment of the labor market of
the future;</p>
      <p>Where to get techniques, trained tutors, an accessible environment that could help
an accomplished specialist with a traditional education to be trained online and find
their place in the labor market of the future.</p>
      <p>These challenges can slow down the ongoing development of the national higher
education system and require a detailed study by the professional community.</p>
      <p>
        Improving the qualifications of teaching staff, developing scientific research,
networking with leading universities and employers, holding conferences, seminars, schools
all this will help to raise the professionalism of a university teacher to a higher level,
which will invariably improve the quality of training specialists [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ].
5
      </p>
    </sec>
    <sec id="sec-4">
      <title>Conclusion</title>
      <p>
        Quality education is possible only in a new educational environment, focused on the
use of information and communication technologies. Thus, in each specific case,
methods and ways of teaching should be correlated with the goal set during training, to
choose the most modern technologies that meet the pedagogical, developmental, and
training objectives of the lesson [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ].
      </p>
      <p>“Black Swan 2020” today sets a new goal for higher education – to become the
flagship of digitalization and humanization of society. The University community should
lay the foundation for changing not only its horizontal but also the entire vertical
educational trajectory of the population (primary, secondary, vocational education). It is
universities, as places with a traditionally high concentration of the most educated and
intelligent part of society, that should promote the idea of humanizing higher education,
increasing the ability of socially vulnerable segments of the population to access this
horizontal education since these segments of the population today can increase the
marginal layer of society.</p>
      <p>The higher education system today should be the initiator of introducing a trend for
self-learning socially-oriented companies that are created through the collaboration of
social and functional insourcing for training, taking into account the latest digital trends.
The challenges the higher education system is facing today are so large-scale that only
the joint work of state educational authorities in the leading countries of the world will
help national economies and society survive this difficult moment, preserving the ideas
of education, humanization, and human rights to self-determination as an axiom for the
development of modern society.</p>
      <p>
        The list of IT technologies used in education is constantly expanding, including
through new social media and web 2 services. The number of implemented educational
innovations is increasing [
        <xref ref-type="bibr" rid="ref16">16</xref>
        ]. The achievement of a high-quality educational process
is possible only with the effective work of the teaching staff, modern methodological
support of the educational process, the use of models, and quality management systems.
All these components are aimed at achieving a single result - the training of a highly
qualified specialist in demand in modern conditions [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ] will allow teachers to organize
at the high-level studies using modern information and communication technologies
meeting all requirements of standards which, further it will be possible to certify, etc.
[
        <xref ref-type="bibr" rid="ref18">18</xref>
        ]. Modern enterprises are in urgent need of an influx of young mobile personnel,
that is explained by the country's new course for the implementation of the National
Technology Initiative as one of the priorities of state policy, and we see the main task
in creating conditions for the training of future personnel, corresponding to state
priorities for the development of science and technology, able to develop in their home city,
thereby increasing its economic potential [
        <xref ref-type="bibr" rid="ref19">19</xref>
        ].
      </p>
      <p>The study was prepared with the financial support of the RFBR grant, project No.
20-013-22063 \ 20</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1.
          <string-name>
            <surname>Drokina</surname>
            ,
            <given-names>K.V.</given-names>
          </string-name>
          :
          <article-title>Distance Education in Universities: Advantages and Disadvantages</article-title>
          .
          <source>International Journal of Humanities and Natural Sciences</source>
          .
          <year>2020</year>
          . № 9-
          <fpage>2</fpage>
          (
          <issue>48</issue>
          ). С.
          <volume>46</volume>
          -
          <fpage>48</fpage>
          . DOI:
          <volume>10</volume>
          .24411/
          <fpage>2500</fpage>
          -1000-2020-11023
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          2.
          <string-name>
            <surname>Kechelava</surname>
            ,
            <given-names>A.V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Budanov</surname>
            <given-names>V.G.</given-names>
          </string-name>
          :
          <article-title>Vvedeniye v “Tsifrovuyu” Ekonomiku [Introduction to “Digital” Economy]; under the general editorship of Kechelava A.V.; main. “digital” consult. Zimnenko I. A</article-title>
          .
          <string-name>
            <surname>VNII Geosystems</surname>
          </string-name>
          , -
          <volume>28</volume>
          p. (
          <year>2017</year>
          ).
          <article-title>(in Russian)</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <string-name>
            <surname>Vartanova</surname>
            ,
            <given-names>E.L.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Vyrkovskiy</surname>
            ,
            <given-names>A.V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Makseenko</surname>
            ,
            <given-names>M.I.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Smirnov</surname>
            ,
            <given-names>S.S.</given-names>
          </string-name>
          : Industriya Rossiyskikh Media: Tsifrovoye Budushee Akademicheskaya Monographiya [Industry of Russian Media: Digital Future: Academic Monograph]. Moscow: MediaMir, 160 p. (
          <year>2017</year>
          ).
          <article-title>(in Russian)</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          4.
          <string-name>
            <surname>Tarasenko</surname>
            ,
            <given-names>S. V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kudrevich</surname>
            ,
            <given-names>V. V.</given-names>
          </string-name>
          :
          <article-title>Digitalization of the Economy: the Basis of the Future Civilization of Society. Economic Systems Management</article-title>
          . http://uecs.ru/index.php?option=com_flexicontentview=itemsid=
          <fpage>5167</fpage>
          . (
          <year>2018</year>
          )
          <article-title>(in Russian)</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          5.
          <string-name>
            <surname>Kapranova</surname>
          </string-name>
          , L.D.:
          <article-title>Digital Economy in Russia: State and Prospects of Development. Economy and</article-title>
          <string-name>
            <surname>Management. V.</surname>
          </string-name>
          <year>2</year>
          .p
          <fpage>58</fpage>
          -
          <lpage>69</lpage>
          . (
          <year>2018</year>
          ). DOI:
          <volume>10</volume>
          .26794/1999-849X-
          <fpage>2018</fpage>
          -58-69 (in Russian)
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          6.
          <string-name>
            <surname>Aksyukhin</surname>
            ,
            <given-names>A. A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Vitsen</surname>
            ,
            <given-names>A.A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Meksheneva</surname>
          </string-name>
          , Zh. V.:
          <article-title>Informatsionnye Tekhnologii v Obrazovanii i Nauke [Information Technologies in Education and Science]</article-title>
          .
          <source>Modern KnowledgeBased Technologies. No 11</source>
          . p.
          <fpage>50</fpage>
          -
          <lpage>52</lpage>
          . (
          <year>2009</year>
          )
          <article-title>(in Russian)</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          7.
          <string-name>
            <surname>Sobolev</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          :
          <article-title>Change or Leave. Digital Education Challenges Teachers</article-title>
          . http://www.poisknews.ru/archive/2018/329/ (in Russian)
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          8.
          <string-name>
            <surname>Griban</surname>
            ,
            <given-names>O.N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Griban</surname>
            ,
            <given-names>I.V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Korotun</surname>
            ,
            <given-names>A.V.</given-names>
          </string-name>
          :
          <article-title>Modern Teacher under the Conditions of Digitalization of Education</article-title>
          .
          <source>Conference: Proceedings of the 1st International Scientific Conference "Modern Management Trends and the Digital Economy: from Regional Development to Global Economic Growth" (MTDE</source>
          <year>2019</year>
          ). DOI:
          <volume>10</volume>
          .2991/mtde-
          <fpage>19</fpage>
          .
          <year>2019</year>
          .
          <volume>121</volume>
          (
          <year>2019</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          9.
          <string-name>
            <surname>Pichugin</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          :
          <article-title>Tol'ko 6% Slushateley Onlayn-Kursov Poluchayut v Itoge Sertifikat [Only 6% of Online Course Participants Get a Certificate as a Result]</article-title>
          . https://roem.ru/25-09- 2017/online-cources-column/ (
          <year>2020</year>
          )
          <article-title>(in Russian)</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          10.
          <string-name>
            <surname>Klimenskikh</surname>
            ,
            <given-names>M.V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Korepin</surname>
            ,
            <given-names>N.A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Sheka</surname>
            ,
            <given-names>A.S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Windecker</surname>
            ,
            <given-names>O.S.: Osobennosti</given-names>
          </string-name>
          <string-name>
            <surname>Vospriyatiya Distantsionnogo Obucheniya Studentami I Prepodavatelyami</surname>
          </string-name>
          <article-title>Vuza [Features of Perception of Distance Learning by Students</article-title>
          and University Teachers].
          <source>Modern Problems of Science and Education. No 1</source>
          . p.
          <fpage>17</fpage>
          . (
          <year>2018</year>
          ).
          <article-title>(in Russian)</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          11.
          <string-name>
            <surname>Kubrikova</surname>
            <given-names>A.S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Petrova</surname>
            <given-names>G.I.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Safronov</surname>
            <given-names>V.V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Shapovalova</surname>
            <given-names>T.I.</given-names>
          </string-name>
          <article-title>Evolution of Distance Education in Russia</article-title>
          .
          <source>European Proceedings of Social and Behavioural Sciences EpSBS. Krasnoyarsk Science and Technology City Hall. Krasnoyarsk</source>
          ,
          <year>2020</year>
          . С.
          <volume>166</volume>
          -
          <fpage>173</fpage>
          . DOI:
          <volume>10</volume>
          .15405/epsbs.
          <year>2020</year>
          .
          <volume>10</volume>
          .03.20 (
          <year>2020</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          12.
          <string-name>
            <surname>Geykhman</surname>
            ,
            <given-names>L.K.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Stavtseva</surname>
            ,
            <given-names>I.V.</given-names>
          </string-name>
          :
          <article-title>Noospheric Personality: Competencies in Distance Learning Environment</article-title>
          . Bulletin of the South Ural State University. Series: Education. Educational sciences.
          <year>2020</year>
          . V.
          <volume>12</volume>
          . № 4. PP.
          <volume>27</volume>
          -
          <fpage>37</fpage>
          . DOI:
          <volume>10</volume>
          .14529/ped200403 (
          <year>2020</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          13.
          <string-name>
            <surname>Klopot</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          :
          <article-title>Trend: obrazovaniye. Uchat, no ne v shkole? [Trend: education</article-title>
          . Teaching, but not at school?]. https://365-invest.com
          <article-title>/trend-obrazovanie-uchat-no-</article-title>
          <string-name>
            <surname>ne-</surname>
          </string-name>
          v-shkole/
          <year>2020</year>
          /07/26
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          14.
          <string-name>
            <surname>Taran</surname>
            ,
            <given-names>V.N.</given-names>
          </string-name>
          :
          <article-title>Quality Criteria for Professional Training of Personnel in IT Industry</article-title>
          .
          <source>In: Proceedings of 2018 17th Russian Scientific</source>
          and
          <article-title>Practical Conference on Planning and Teaching Engineering Staff for the Industrial and Economic Complex of the Region</article-title>
          ,
          <string-name>
            <surname>PTES</surname>
          </string-name>
          <year>2018</year>
          .
          <volume>17</volume>
          .
          <year>2018</year>
          . С.
          <volume>47</volume>
          -50 DOI: 10.1109/PTES.
          <year>2018</year>
          .
          <volume>8604267</volume>
          (
          <year>2018</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          15.
          <string-name>
            <surname>Taran</surname>
            ,
            <given-names>V.N.</given-names>
          </string-name>
          :
          <article-title>Use of Elements of Augmented Reality in the Educational Process in Higher Educational Institutions</article-title>
          .
          <source>CEUR Workshop Proceedings. SLET 2019 - Proceedings of the International Scientific Conference Innovative Approaches to the Application of Digital Technologies in Education and Research</source>
          . (
          <year>2019</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          16.
          <string-name>
            <surname>Pankratova</surname>
            ,
            <given-names>O.P.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Konopko</surname>
            ,
            <given-names>E.A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Nemkov</surname>
            ,
            <given-names>R.M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Mezentseva</surname>
            ,
            <given-names>O.S.:</given-names>
          </string-name>
          <article-title>The Preparation of a Modern Computer Science Teacher with the Help of Resource-Saving Technologies and Green IT Implementation</article-title>
          .
          <source>Integrating Research Agendas and Devising Joint Challenges International Multidisciplinary Symposium ICT Research in Russian Federation and Europe</source>
          .
          <year>2018</year>
          . С.
          <volume>222</volume>
          -
          <fpage>228</fpage>
          . (
          <year>2018</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref17">
        <mixed-citation>
          17.
          <string-name>
            <surname>Drobyshev</surname>
            ,
            <given-names>D.V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Neusypin</surname>
            ,
            <given-names>K.A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Tsibizova</surname>
          </string-name>
          , T.Y.:
          <article-title>Distance Education in the Training System of Highly Qualified Personnel</article-title>
          . AIP Conference Proceedings.
          <source>International Scientific and Practical Conference "Modeling in Education 2019"</source>
          .
          <year>2019</year>
          . С. 020066. DOI:
          <volume>10</volume>
          .1063/1.5140166 (
          <year>2019</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref18">
        <mixed-citation>
          18.
          <string-name>
            <surname>Konopko</surname>
            ,
            <given-names>E.A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Nersesyan</surname>
            ,
            <given-names>E.V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Pankratova</surname>
            ,
            <given-names>O.P.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Abdullaev</surname>
            ,
            <given-names>J.A.</given-names>
          </string-name>
          :
          <article-title>Training of Teachers for Professional Activity in the Digital Environment of the Educational Space</article-title>
          .
          <source>CEUR Workshop Proceedings. SLET 2019 - Proceedings of the International Scientific Conference Innovative Approaches to the Application of Digital Technologies in Education and Research</source>
          . (
          <year>2019</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref19">
        <mixed-citation>
          19.
          <string-name>
            <surname>Zenkina</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Pankratova</surname>
            ,
            <given-names>O.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Konopko</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ardeev</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          :
          <article-title>Model of Organization of Network Project-Research Students Activities in Collaboration with City-Forming Enterprises</article-title>
          .
          <source>Integrating Research Agendas and Devising Joint Challenges International Multidisciplinary Symposium ICT Research in Russian Federation and Europe</source>
          .
          <year>2018</year>
          . С.
          <volume>290</volume>
          -
          <fpage>296</fpage>
          . (
          <year>2018</year>
          )
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>