<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Using Massive Open Online Courses in Teaching the Subject "Computer Networks" to the Future IT Specialists</article-title>
      </title-group>
      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>In the process of professional training of students of all specialties 121</institution>
          ,
          <addr-line>122, 123, 124, 125</addr-line>
          ,
          <institution>126 industry 12 "Information Technology" binding study is discipline "Computer Networks". Analysis of the curricula of higher education institutions Ukraine (Zhytomyr Polytechnic State University, National University of Life and Environmental Sciences of Ukraine</institution>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Zhytomyr Polytechnic State University</institution>
          ,
          <addr-line>103, Chudnivska Str., Zhytomyr, 10005</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Zhytomyr Secondary School I-III degrees No 14</institution>
          ,
          <addr-line>7, Kybalchycha Str., Zhytomyr, 10009</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The article presents the experience of using massive open online courses in the training of the discipline "Computer Networks" of future IT specialists. The content of the study of the discipline "Computer Networks" in different institutions of higher education in Ukraine is analyzed. It is noted that in the study of this discipline at the Zhytomyr Polytechnic State University to work independently through the platform of massive open online courses Cisco Networking Academy material of the integrated training course CCNA Routing and Switching. The description of the possibilities of using mass open online courses in the training of discipline "Computer Networks" of future IT specialists. The expediency of the use of mass open online courses in teaching the discipline of "Computer Networks" of future IT specialists through the pedagogical experiment, the results of which proved the feasibility of introducing these courses in the educational process of higher education.</p>
      </abstract>
      <kwd-group>
        <kwd>massive open online courses</kwd>
        <kwd>computer networks</kwd>
        <kwd>IT professionals</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>1.1</p>
    </sec>
    <sec id="sec-2">
      <title>Introduction</title>
      <sec id="sec-2-1">
        <title>Formulation of the Problem.</title>
        <p>Shevchenko National University of Kyiv) showed that the study of subjects given 120
to 270 hours.</p>
        <p>It determines the need to use platforms of massive open online courses (MOOC) in
higher education institutions (HEI). Platforms MOOC usually contains traditional
materials for learning (video lectures, text materials for self-study and related control
tasks), but sometimes contain various additional features. For example, the ability to
create a forum (chat) for registered users, where students can communicate and
receive a variety of answers to their questions, not only from teachers but also from
other MOOC users [1; 2].
1.2</p>
      </sec>
      <sec id="sec-2-2">
        <title>Analysis of Recent Research and Publications.</title>
        <p>Many scientists are exploring the problem of training IT professionals. In particular,
T.V. Bodnenko, O.G. Glazunova, M.I. Zhaldak, V.V. Eremeev, O.V. Kharchenko,
N.V. Morse, V.V. Osadchyi, O.M. Spirin, S.O. Semerikov, T.V. Voloshyna, and
others.</p>
        <p>
          In particular, V. Osadchyi conducted an analysis of the content and organization of
training of specialists in software engineering at US universities [
          <xref ref-type="bibr" rid="ref3">3</xref>
          ], T.V. Bodnenko
and O.V. Kharchenko investigated the problem of using cloud technologies in the
process of training computer engineer [
          <xref ref-type="bibr" rid="ref4">4</xref>
          ], T.V. Voloshina developed a technique for
using a hybrid cloud-oriented learning environment for the formation of
selfeducational competence of future IT specialists [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ], O.G. Glazunova and O.V,
Yakobchuk investigated the issues of architecture design cloud-based information and
educational environment for training future professionals [
          <xref ref-type="bibr" rid="ref6">6</xref>
          ].
        </p>
        <p>
          O.G. Glazunova also developed a methodological system for the application of an
e-learning system for future specialists in information technologies in universities of
agricultural profile [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ]. L.F. Panchenko and N.A. Lavrynenko highlighted the
problems of using multiagent systems in the training of future IT specialists [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ],
A.M. Striuk and M.I.Striuk consider methodical aspects of the use of cloud-oriented
tools in the training of information specialists technologies [
          <xref ref-type="bibr" rid="ref9">9</xref>
          ].
        </p>
        <p>
          Other researchers (N. Avshenyuk [
          <xref ref-type="bibr" rid="ref10">10</xref>
          ], N. Berezan [
          <xref ref-type="bibr" rid="ref10">10</xref>
          ], N. Bidiuk [
          <xref ref-type="bibr" rid="ref10">10</xref>
          ], M. Childs
[
          <xref ref-type="bibr" rid="ref11">11</xref>
          ], G. Conole [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ], M. Haenlein [
          <xref ref-type="bibr" rid="ref12">12</xref>
          ], A. Inamorato dos Santos [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ], A.M.Kaplan
[
          <xref ref-type="bibr" rid="ref12">12</xref>
          ], M. Leshchenko [
          <xref ref-type="bibr" rid="ref10">10</xref>
          ], B. Nkuyubwatsi [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ], Y. Punie [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ], A. Tannhäuser [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ],
G. Witthaus [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ]) are exploring various aspects of the use of massive open online
courses in higher education institutions
        </p>
        <p>However, the use of platforms open massive online courses during their training
today needs further examination.
2</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Results</title>
      <p>The purpose of the Computer Networking course is to give students the knowledge of:
- Principles and standards for the construction and operation of computer networks;
- Local and global computer network technologies;
- Information exchange protocols used on computer networks;
and develop students' skills:
- Analysis of hardware and software solutions of computer networks;
- Practical skills in designing, implementing, operating computer networks;
- installing, debugging and administering network software.</p>
      <p>The tasks of studying the discipline "Computer Networks" are: studying the general
principles and standards of building computer networks, technologies of local
computer networks, TCP / IP stack protocols, routing in IP networks, technologies of
global networks and access networks, network operating systems and network
software.</p>
      <p>Here is an indicative subject of study of this discipline:
Topic 1. Introduction. Basic definitions and standards for computer networks.
Topic 2. Topologies, data channels, data networks on computer networks.
Topic 3. Computer Networking Models. OSI reference model.</p>
      <p>Topic 4. Basic LAN technologies.</p>
      <p>Topic 5. Modern high-speed local area network technologies.</p>
      <p>Topic 6. Building computer networks based on hubs, bridges, and switches.
Topic 7. TCP / IP stack. Basic protocols.</p>
      <p>Topic 8. Routing in IP Networks.</p>
      <p>Topic 9. Technologies for support, global and access networks.</p>
      <p>When studying this discipline at the Zhytomyr Polytechnic State University,
students are taught to work on the CCNA Routing and Switching Integrated Training
Course through Cisco Networking Academy Massive Open Online Courses [X13],
which consisting of separate smaller courses, namely: CCNA Routing and Switching:
Introduction to Networks, CCNA Routing and Switching: Essentials, CCNA Routing
and Switching: Scaling Networks, CCNA Routing, and Switching: Connecting
Networks. The CCNA Routing and Switching course provides online training, test work,
and test intermediate assessments.</p>
      <p>In the course of studying CCNA Routing and Switching courses, Cisco Academy
offers the following study material:</p>
      <p>CCNA R&amp;S: Introduction to Networks. The purpose of this course is to be
acquainted with the basic concepts and technologies of networks. This knowledge can
be immediately applied to the configuration of switches and routers. This course
details the principles, models, technologies, and protocols of networking, including how
Ethernet devices work the basic TCP / IP stack protocols.</p>
      <p>CCNA R&amp;S: Essentials. This course describes the architecture, components, and
features of routers and switches on small networks. The course will provide you with
the skills to set up and troubleshoot networking equipment, as well as common
problems with RIPv1, RIPng, OSPF dynamic routing, VLANs, and VLAN routing on
IPv4 and IPv6 networks. This course also examines the work of DHCP and NAT
technology.</p>
      <p>CCNA R&amp;S: Scaling Networks. This course focuses on the architecture,
components, and functions of networking equipment on larger and more complex networks.
The course aims to gain practical skills in configuring and troubleshooting routers and
switches with advanced features, namely to solve common problems with OSPF,
EIGRP routing protocols in IPv4 and IPv6 networks. Besides, the course develops
knowledge and skills to implement wireless LAN in small and medium-sized
networks.</p>
      <p>CCNA R&amp;S: Connecting Networks. This course discusses WAN and network
services required by converged applications in complex networks. The choice of network
equipment and WAN technologies to meet network requirements is discussed. This
course also allows you to develop the skills needed to deploy VPN into complex
networks.</p>
      <p>Initially, courses offered by the Cisco Academy are created in English and only
then translated into other languages. As a rule, a community of trainers does
translation and localization of the course. Localized (translated) courses are due one month
to one year after a new course or a new version of the course is available. Some
courses, often professional-level courses, do not translate at all. The Cisco Ukrainian
Academy of Instructors community is working intensively to translate the latest
English language courses into Ukrainian. At the end of 2019, there are four such courses.
At least four more courses related to network technology and cybersecurity are
planned to be translated in 2020.</p>
      <p>Let us look at some of the technical aspects of the Cisco Academy training courses.
Cisco Academy is hosted on a cloud-based Netacad (Netacad.com) platform (an
Amazon AWS cloud provider). The following courses are available at the Academy:
selfled, self-led, and instructor-led. However, three levels of complexity are most
common: beginner - for beginners (often open), Intermediate and Advanced - professional
levels (usually closed or paid). Training facilities are available for educational
institutions: 1) Cisco Academy - Student Learning, 2) Cisco ITC (Cisco Instructor Training
Center), 3) Cisco ASC (Cisco Academy Support Center) - Cisco Academic Support
Center.</p>
      <p>Note that the Zhytomyr Polytechnic State University and Cisco have an agreement
on cooperation in student learning (cooperation began since 2000), and in September
2019, the University of Cisco Instructor Training Center and the Cisco Academy
Support Center opened at the University. It is worth noting that not only universities,
but also schools, colleges, and other institutions around the world collaborate with
Cisco Academies.</p>
      <p>So, for the self-study course "Computer network" Students are encouraged to go
through four courses Academy Cisco. Let's take a look at one of these to get a closer
look at the discipline of Cisco Academy.</p>
      <p>Note that the Cisco Academy platform is adaptive across devices and systems, so
users can access the learning environment through their account from any device
(smartphone, tablet, laptop or PC). However, some of the specialized training
programs or multimedia tools you need (for example, Packet Tracer network simulators,
some tests, and some exams) are complex and resource-intensive, so you should use a
laptop or PC to work with them.</p>
      <p>The NetAcad environment is responsible for the interaction of instructor-trainers
and students (students). The course materials include theoretical material (lectures in
conjunction with graphic materials, video materials, game training cards for mastering
the basic concepts of the topic) and performance materials (laboratory work, Packet
Tracer work, tests and exams for each topic, as well as the final exam).</p>
      <p>When educating future IT professionals, combining traditional approaches to
blended learning with Cisco Academy allows you to apply a personalized approach to
the learning process, increase student interest and motivation, and build
studentteacher interaction.
cal background of the chosen topic. The theoretical material is accompanied by
graphic and video materials (see Fig. 2–3). Note that the video material can also be viewed
in text format (see Fig. 3).</p>
      <p>It should be noted that all the material is structured, and according to each topic,
there are different types of submitting material and testing the knowledge (see Fig. 4).</p>
      <p>With the help of the course pointer you can view the general list of materials, the
list of works in Packet Tracer, the list of laboratory works, and the list of video
materials (see Fig. 4).</p>
      <p>Fig. 4. Types of work</p>
      <p>To perform the test and exam work, to view your grades, you must select the menu
"Back to class" (see Fig. 5).</p>
      <p>On the home page (home) of the course, you can choose course start (includes
passing of theoretical material, video lectures, laboratory work, as well as work in Packet
Tracer), tasks (includes all intermediate and final exams), tests (list of tests course
work), assessments, etc. (see Fig. 6).</p>
      <p>Each test work is instructed to complete the test, indicating the time, the maximum
score, the number of questions, limiting time and trying (see Fig. 7).</p>
      <p>All tests are performed as tests. In this case, the assessment for the control work in
the evaluation log is not submitted. This is just your preparation for the exam work on
the topic as a whole.</p>
      <p>After completing the test work, the system will provide the user with a complete
description of the work completed (evaluation, correct answers, etc.).</p>
      <p>You can review all the attempts and retake the test.</p>
      <p>As a result, the journal estimates will be recorded only assessment of all
examinations. This is a bit inconvenient for students as they are accustomed to traditional
training when grades for tests are taken into account and only one exam is taken at the
end of the course.</p>
      <p>Therefore, we consider it necessary, at the beginning of the course, to warn students
about the specifics of this platform and to explain that the test work is only a training
exercise, and the grades that are taken into account are the grades for all exams.</p>
      <p>The advantage of this approach to learning is the acquisition of the subject through
practical experience, using different types of practical work. To do this, students have
the opportunity to see examples of solutions (the used text and multimedia); try to
apply this knowledge in practice (using syntax checking tools); execute part of the
example (using Packet Tracer or real equipment); and, finally, finding a solution to
the problem (applying all the knowledge gained and using the tools available).</p>
      <p>Note that Packet Tracer - a tool for visual simulation, developed by Cisco Systems,
which allows users to create network topology and simulate modern computer
networks. This software includes a wide range of physical and logical modeling systems
(see Fig. 8).</p>
      <p>The variant exercises with the use of this software include modeling networks,
games, exercises, and more complex tasks, enabling end variants to gain practical
experience working with computer networks.</p>
      <p>Using Packet Tracer, students can create their experiments on computer networks.
This is an opportunity to explore the particular job designed network protocol TCP /
IP.</p>
      <p>With this program have the opportunity to compete with each other participants and
the whole team from performing certain types of tasks.</p>
      <p>Using complex material and exercises proposed Academy Cisco, facilitates
selfstudy materials to students, increases their interest in using vivid visualization of the
entire material and game simulations in software tools Packet Tracer.
The use of these courses provides 100% coverage of topics prescribed curriculum
study subjects.</p>
      <p>Note that the Academy offers instructors a statistic (see. Fig. 9-11), where you can
see the dynamics study courses on various parameters.
Fig. 10. Statistical Images of Course Studies at Cisco Academy
To test the effectiveness of the implementation of courses Cisco Academy in the
educational process of higher education, the pedagogical experiment was conducted at
the Zhytomyr Polytechnic State University.</p>
      <p>To do this, we measured the level of academic achievement of students by
examining the discipline of "Computer Networks" at the beginning and end of the
pedagogical experiment.</p>
      <p>For this purpose, students were divided into experimental and control groups (EG
and CG, respectively). At the same time, computer networking courses at EG were
conducted using Cisco Academy courses and at CG at the usual methodology.</p>
      <p>Table 1 and Fig. 12 show comparative statistics before and after the EG and CG
experiments, respectively.</p>
      <p>At the beginning of the pedagogical experiment, Pearson's χ2 test was used to check
the statistical equivalence of EG and CG, which revealed that the samples had no
statistically significant differences (since χ2emp=0,36, χ2emp &lt;χ20,05). Therefore, it is
possible to say about equal conditions in EG and KG, as well as about the equal
composition of their participants.</p>
      <p>35
30
25
20
15
10
5
0</p>
      <p>As the statistics show the positive dynamics of a sufficient and high level of
educational achievement in the experimental group, at the end of the pedagogical
experiment, the Pearson χ2 criterion was similarly applied. As a result, it was found that the
sample had statistically significant differences at this stage, since χ2emp =8,48,
χ2emp&gt;χ20,01.</p>
      <p>This means that an experimental methodological training system for "Computer
Networks" using MOOC is more pedagogically appropriate than the traditional one.
4</p>
    </sec>
    <sec id="sec-4">
      <title>Conclusions</title>
      <p>Finally, it should be emphasized that at the Zhytomyr Polytechnic State University
Cisco Academy courses are introduced not only in the discipline of "Computer
Networks", but also in the study of such disciplines as: "Fundamentals of Cyber
Security", "Programming in Python”, "C / C ++ programming" (within practice) and more.</p>
      <p>In the future, it is planned to expand the network of Cisco Academy courses to
schools, colleges, lyceums and other educational institutions of Ukraine.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1.
          <string-name>
            <surname>Vakaliuk</surname>
            ,
            <given-names>T.A.</given-names>
          </string-name>
          :
          <article-title>Review of existing mass open online courses suitable for use in the preparation of bachelors of computer science (in Ukrainian)</article-title>
          .
          <source>In: Information technologies in education and science: Collection of scientific works. 10</source>
          . Pp.
          <volume>46</volume>
          -
          <fpage>50</fpage>
          . (
          <year>2018</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          2.
          <string-name>
            <surname>Vakaliuk</surname>
            ,
            <given-names>T.A.</given-names>
          </string-name>
          :
          <article-title>Selection of mass open online courses for use in the preparation of bachelors of computer science (in Ukrainian)</article-title>
          .
          <source>In: Scientific Bulletin of the Melitopol State</source>
          Pedagogical University. Series: Pedagogy.
          <volume>3</volume>
          (
          <issue>20</issue>
          ). Pp.
          <volume>128</volume>
          -
          <fpage>133</fpage>
          . (
          <year>2018</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <string-name>
            <surname>Osadchyi</surname>
            ,
            <given-names>V.V.</given-names>
          </string-name>
          :
          <article-title>Analysis of the content and organization of training in software engineering at US universities. (in Ukrainian)</article-title>
          .
          <source>In: Pedagogical discourse. 20</source>
          . pp.
          <fpage>107</fpage>
          -
          <lpage>114</lpage>
          . (
          <year>2016</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          4.
          <string-name>
            <surname>Bodnenko</surname>
            ,
            <given-names>T.V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kharchenko</surname>
            ,
            <given-names>O.V.</given-names>
          </string-name>
          :
          <article-title>The use of cloud technologies in the preparation of computer systems engineer (in Ukrainian)</article-title>
          . In:
          <article-title>Cloud technologies in education: materials of the All-Ukrainian Scientific and Methodological Internet Seminar</article-title>
          , p.
          <volume>149</volume>
          (
          <year>2012</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          5.
          <string-name>
            <surname>Voloshina</surname>
            ,
            <given-names>T.V.</given-names>
          </string-name>
          :
          <article-title>The use of hybrid cloud-oriented learning environment for the formation of self-educational competence of future information technology specialists: Ph.D. ped</article-title>
          .
          <source>Sciences: 13.00.10</source>
          , 292 p. (
          <year>2018</year>
          ).
          <article-title>(in Ukrainian)</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          6.
          <string-name>
            <surname>Glazunova</surname>
            ,
            <given-names>O.G.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Yakobchuk</surname>
            ,
            <given-names>O.V.</given-names>
          </string-name>
          :
          <article-title>Designing the architecture of a cloud-oriented information and educational environment for the preparation of future specialists in information technologies (in Ukrainian)</article-title>
          .
          <source>In: Information Technologies and Learning Tools</source>
          ,
          <volume>6</volume>
          (
          <issue>44</issue>
          ). pp.
          <fpage>141</fpage>
          -
          <lpage>156</lpage>
          . (
          <year>2014</year>
          ) Hhttps://journal.iitta.gov.ua/index.php/itlt/article/view/1133/875H.
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          7.
          <string-name>
            <surname>Glazunova</surname>
            ,
            <given-names>O.G.</given-names>
          </string-name>
          :
          <article-title>Theoretical and methodological principles of design and application of e-learning system of future specialists in information technologies in universities of agrarian profile: author</article-title>
          . diss. ...
          <source>Dr. Ped. Sciences: 13.00.10</source>
          , 40 p. (
          <year>2015</year>
          ).
          <article-title>(in Ukrainian)</article-title>
          .
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          8.
          <string-name>
            <surname>Panchenko</surname>
            ,
            <given-names>L.F.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Lavrynenko</surname>
            ,
            <given-names>N.A.</given-names>
          </string-name>
          :
          <article-title>Problems of application of multiagent systems in the preparation of future specialists in information technologies. (in Ukrainian)</article-title>
          . In: Scientific notes of Berdyansk State Pedagogical University.
          <source>Pedagogical Sciences: Coll. Sciences. 3</source>
          . pp.
          <fpage>224</fpage>
          -
          <lpage>230</lpage>
          . (
          <year>2015</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          9.
          <string-name>
            <surname>Striuk</surname>
            ,
            <given-names>A.M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Striuk</surname>
            ,
            <given-names>M.I.</given-names>
          </string-name>
          :
          <article-title>Methodical aspects of the use of cloud-oriented tools in the training of information technology professionals. (in Ukrainian)</article-title>
          . In:
          <article-title>Cloud technologies in education: materials of the All-Ukrainian Scientific and Methodological Internet Seminar</article-title>
          . pp.
          <fpage>145</fpage>
          -
          <lpage>146</lpage>
          . (
          <year>2012</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          10.
          <string-name>
            <surname>Avshenyuk</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Berezan</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Bidiuk</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Leshchenko</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          :
          <article-title>Foreign experience and Ukrainian realities of the use of mass open online courses in the international educational space (in Ukrainian)</article-title>
          .
          <source>In: Information Technologies and Learning Tools</source>
          ,
          <volume>6</volume>
          (
          <issue>68</issue>
          ), pp.
          <fpage>262</fpage>
          -
          <lpage>272</lpage>
          (
          <year>2018</year>
          ). Hhttps://journal.iitta.gov.ua/index.php/itlt/article/view/2407H.
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          11.
          <string-name>
            <surname>Witthaus</surname>
            ,
            <given-names>G.</given-names>
          </string-name>
          ,
          <article-title>Inamorato dos Santos</article-title>
          . A.,
          <string-name>
            <surname>Childs</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Tannhäuser</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Conole</surname>
            ,
            <given-names>G.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Nkuyubwatsi</surname>
            ,
            <given-names>B.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Punie</surname>
            ,
            <given-names>Y.</given-names>
          </string-name>
          <article-title>Validation of Non-formal MOOC-based Learning: An Analysis of Assessment and Recognition Practices in Europe (OpenCred)</article-title>
          .
          <source>EUR 27660 EN; doi:10.2791/809371</source>
          (
          <year>2016</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          12.
          <string-name>
            <surname>Kaplan Andreas</surname>
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Haenlein</surname>
            <given-names>Michael</given-names>
          </string-name>
          :
          <article-title>Higher education and the digital revolution</article-title>
          . In: About MOOCs, SPOCs, social media, and the Cookie Monster, Business Horizons,
          <volume>59</volume>
          . (
          <year>2016</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          13.
          <string-name>
            <given-names>Academy</given-names>
            <surname>Cisco</surname>
          </string-name>
          . Hhttps://www.cisco.com/c/uk_ua/index.htmlH.
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          14.
          <string-name>
            <surname>Pinchuk</surname>
            <given-names>O.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Burov</surname>
            <given-names>O.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Lytvynova S</surname>
          </string-name>
          .
          <article-title>Learning as a Systemic Activity</article-title>
          . In: Karwowski W.,
          <string-name>
            <surname>Ahram</surname>
            <given-names>T.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Nazir</surname>
            <given-names>S</given-names>
          </string-name>
          . (eds)
          <article-title>Advances in Human Factors in Training, Education, and Learning Sciences</article-title>
          .
          <source>AHFE 2019. Advances in Intelligent Systems and Computing.. 963</source>
          . Pp.
          <volume>335</volume>
          -
          <fpage>342</fpage>
          .(
          <year>2019</year>
          ) https://doi.org/10.1007/978-3-
          <fpage>030</fpage>
          -20135-7_
          <fpage>33</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          15.
          <string-name>
            <surname>Proskura</surname>
            <given-names>S.</given-names>
          </string-name>
          , Lytvynova S.
          <article-title>Organization of Independent Studying of Future Bachelors in Computer Science within Higher Education Institutions of Ukraine</article-title>
          .
          <source>Proceedings of the 14th International Conference on ICT in Education, Research and Industrial Applications. Integration, Harmonization and Knowledge Transfer. 2104. Р</source>
          .
          <volume>348</volume>
          -
          <fpage>358</fpage>
          . (
          <year>2018</year>
          ) URL:http://ceur-ws.
          <source>org/</source>
          Vol-
          <volume>2104</volume>
          /paper_160.pdf
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>