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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>The Problems of Personnel Training for STEM Education in the Modern Innovative Learning and Research Environment</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>P. Shyshkin</string-name>
          <email>shyshkina@iitlt.gov.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Institute of Information Technologies and Learning Tools of NAES of Ukraine</institution>
          ,
          <addr-line>9, M. Berlynskoho St., Kyiv, 04060</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The aim of the article is to describe the problems of personnel training that arise in view of extension of the STEM approach to education, development of innovative technologies, in particular, virtualization, augmented reality, the use of ICT outsourcing in educational systems design. The object of research is the process of formation and development of the educational and scientific environment of educational institution. The subject of the study is the formation and development of the cloud-based learning and research environment for STEM education. The methods of research are: the analysis of publications on the problem; generalization of domestic and foreign experience; theoretical analysis, system analysis, systematization and generalization of research facts and laws for the development and design of the model of the cloud-based learning environment, substantiation of the main conclusions. The results of the research are the next: the concepts and the model of the cloud-based environment of STEM education is substantiated, the problems of personnel training at the present stage are outlined.</p>
      </abstract>
      <kwd-group>
        <kwd>learning environment</kwd>
        <kwd>cloud technologies</kwd>
        <kwd>augmented reality</kwd>
        <kwd>pedagogical personnel</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        Nowadays it is impossible to introduce the innovative ICT into the learning process and
management of pedagogical systems without paying attention to the organization of
teachers training in educational institutions especially in view of the current need of a
large amount of highly skilled IT personnel for information society development. To
train teachers that would be involved in the process of informatization of the modern
educational environment it is necessary to develop new approaches related to the
education at different level and profile of training [
        <xref ref-type="bibr" rid="ref11">7</xref>
        ].
      </p>
      <p>There is a significant need in ICT-qualified specialists in the field of public
administration of education, educational management, training and retraining of teaching
staff. Without sufficient knowledge of the current developments of educational ICT
services the graduates will have problems with adaptation at their workplace due to the
lack of awareness of the real issues and working conditions of innovative ICT use, as
well as the lack of ideas on the practical implementation of innovations in the
educational process, low level of emerging educational techniques introduction [6; 7].</p>
      <p>It is unlikely that the present state of scientific, educational and management
personnel training is quite satisfactory for the needs of innovative development of ICT for
learning both regarding the required number of qualified specialists and the content and
quality of training. Therefore there is a need for the development of new models and
approaches to personnel training in view of the modernization of ICT infrastructure and
the integration of learning resources at different levels of education, management and
research [6; 7].
2</p>
    </sec>
    <sec id="sec-2">
      <title>Results and Discussion</title>
      <p>
        The process of creation and content elaboration of electronic learning resources
requires fundamental basic knowledge in the field of computer and educational
technologies. Instead, approaches to training today are usually not enough focused on
innovations that has taken place in recent years and on the real needs for such training [
        <xref ref-type="bibr" rid="ref11">7</xref>
        ].
Certain approach to these problems solving can be based on the mechanism of
outsourcing of ICT services provision with the use of appropriate cloud computing services
[1]. Outsourcing plays a significant role in improving the technical level of ICT systems
of educational institutions, as well as the efficiency of their processing and
development. It is a market mechanism enforcing the introduction of the latest advances in ICT,
aimed at more flexible and prompt response to the needs of the user [1]. In view of the
challenges of educational institution innovative ICT infrastructure formation it would
be possible to solve some of the above-mentioned problems [
        <xref ref-type="bibr" rid="ref10">6</xref>
        ].
      </p>
      <p>Under the learning and research environment of the educational institution the
environment of the learning and research activities of its participants (students, listeners,
teachers, methodologists, scientists, administrative, managerial and auxiliary staff) is
meant, where the necessary, sufficient and safe conditions for its implementation are
created.</p>
      <p>The cloud-based learning and research environment of educational institution is the
environment of the learning and research activities of the participants, where the
virtualized computer-technological (corporate or hybrid) infrastructure is purposefully
created to provide its computer-processing functions.</p>
      <p>The cloud-based approaches to the formation of the educational environment have
promising application in the field of STEM education (Science, Technology,
Engineering, Mathematics). The research in this area is aimed at achieving of a new quality of
learning by means of more powerful, flexible, scalable infrastructure solutions that can
be used to integrate a variety of educational components based on emerging
technologies into the learning and research environment. Thus, the concept of the cloud-based
environment of STEM-education appears to be valuable.</p>
      <p>Among the functions of the cloud-based environment are: support for various
processes of learning and research activities within an educational institution, supply of
educational resources and services based on a unite platform.</p>
      <p>
        This leads to the concept of cloud-based learning technology namely the
computeroriented part of learning technology aimed at solving of certain didactic tasks. It reflects
the model of learning structure (as a set of relationships among the participants of the
learning process, the elements of content and other components of the computer-based
environment) the use of computer-based learning tools, information and
communication networks and electronic resources, mainly and fundamentally based on cloud
computing [
        <xref ref-type="bibr" rid="ref11">7</xref>
        ].
      </p>
      <p>
        Recently in the field of STEM education the following ICT trends [
        <xref ref-type="bibr" rid="ref8">4</xref>
        ] have been
developed, such as new interfaces, screenless displays, 3D technologies, augmented
reality [2], “emotional” computing, wearable technologies (devices) and others. All
these areas are united under the common name of “new opportunities” (new enabling
technologies) [3; 5].
      </p>
      <p>
        If we consider STEM-education tools and services in terms of the cloud-based
learning and research environment services types, it is possible to distinguish the following
elements that are its most important structural units:
─ the personalized (remote) STEM education laboratories, which contains the tools for
the management of various specialized software, devices and equipment through the
network;
─ the subject-oriented collections, libraries, learning resources depositories, containing
sets of different programs and data for educational purposes;
─ the specialized corporate cloud software, in particular, those services of modeling,
programming, computing, designing, solving of educational tasks that are available
for a corporate range of users – for example, employees and students of an
educational institution;
─ the services of scientific and educational information networks that can provide
access to various data, electronic resources and network tools for scientific and
educational purposes, provided to the participants of a public network (Fig. 1).
Among the computer-based tools for creating, combining and reusing of content,
services, applications and data in STEM learning process there are such as simulation
tools; embedded network objects; platforms and networks for the organization of joint
activities; communication tools in the learning process and others. In [1] the following
components are distinguished:
─ the environment for learning objects testing and experimentation (“residence”
learning experience), for example, using 3D-modeling, imaging technology, augmented
and virtual reality, adaptive / personalized environments);
─ the learning support services (e.g., data processing, training analytics for tracking
and evaluating dynamically the real-time student’s achievements) [
        <xref ref-type="bibr" rid="ref7">3</xref>
        ].
3
      </p>
    </sec>
    <sec id="sec-3">
      <title>Conclusion</title>
      <p>Thus, the problems of STEM-education personnel training in modern innovative
environment are in much concern along with the need for wider implementation of
ICToutsourcing in the design of educational systems and the development deployment of
innovative technologies, including virtualization, augmented reality and others in the
processes of teachers training.</p>
    </sec>
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  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          <string-name>
            <surname>Ukraine</surname>
          </string-name>
          . In: Proceedings of ICL2014 - 2014 International Conference on Interactive Col-
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          <source>laborative Learning</source>
          , Dubai,
          <fpage>03</fpage>
          -06
          <source>December</source>
          <year>2014</year>
          , pp.
          <fpage>945</fpage>
          -
          <lpage>949</lpage>
          . IEEE,
          <string-name>
            <surname>Red Hook</surname>
          </string-name>
          (
          <year>2014</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          <source>doi:10</source>
          .1109/ICL.
          <year>2014</year>
          .7017903
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          <string-name>
            <surname>Thomas</surname>
            ,
            <given-names>O.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Teuteberg</surname>
            ,
            <given-names>F</given-names>
          </string-name>
          . (eds.)
          <source>Proceedings the 12th International Conference on</source>
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          <string-name>
            <surname>Wirtschaftsinformatik</surname>
          </string-name>
          , Osnabrück,
          <fpage>4</fpage>
          -6
          <source>March</source>
          <year>2015</year>
          , pp.
          <fpage>1542</fpage>
          -
          <lpage>1556</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          http://aisel.aisnet.org/wi2015/103/ (
          <year>2015</year>
          ).
          <source>Accessed 10 Jan 2018</source>
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          3.
          <string-name>
            <surname>Johnson</surname>
          </string-name>
          , L.,
          <string-name>
            <surname>Adams Becker</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Estrada</surname>
            ,
            <given-names>V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Martín</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          :
          <article-title>Technology Outlook for STEM+ Education 2013-2018: An NMC Horizon Project Sector Analysis</article-title>
          .
          <source>The New Media Consortium</source>
          , Austin (
          <year>2013</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          4.
          <string-name>
            <surname>Merzlykin</surname>
            ,
            <given-names>O.V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Semerikov</surname>
            ,
            <given-names>S.O.</given-names>
          </string-name>
          :
          <article-title>Perspektyvni khmarni tekhnolohii v osviti (Prospective Cloud Technologies in Education)</article-title>
          .
          <source>In: Proceedings of the scientific and practical workshop on</source>
          Cloud Technologies in Modern University, Cherkasy, 24
          <source>Mar</source>
          <year>2015</year>
          , pp.
          <fpage>31</fpage>
          -
          <lpage>33</lpage>
          . ChDTU,
          <string-name>
            <surname>Cherkasy</surname>
          </string-name>
          (
          <year>2015</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          5.
          <string-name>
            <surname>Modlo</surname>
            ,
            <given-names>E.O.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Echkalo</surname>
            ,
            <given-names>Yu.V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Semerikov</surname>
            ,
            <given-names>S.O.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Tkachuk</surname>
            ,
            <given-names>V.V.</given-names>
          </string-name>
          :
          <article-title>Vykorystannia tekhnolohii dopovnenoi realnosti u mobilno oriientovanomu seredovyshchi navchannia VNZ (Using technology of augmented reality in a mobile-based learning environment of the higher educational institution)</article-title>
          .
          <article-title>Naukovi zapysky, Seriia: Problemy metodyky fizyko-matematychnoi i tekhnolohichnoi osvity</article-title>
          .
          <volume>11</volume>
          (
          <issue>1</issue>
          ),
          <fpage>93</fpage>
          -
          <lpage>100</lpage>
          (
          <year>2017</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          6.
          <string-name>
            <surname>Shyshkina</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          :
          <article-title>Emerging Technologies for Training of ICT-Skilled Educational Personnel</article-title>
          . In: Ermolayev,
          <string-name>
            <given-names>V.</given-names>
            ,
            <surname>Mayr</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.C.</given-names>
            ,
            <surname>Nikitchenko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            ,
            <surname>Spivakovsky</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            ,
            <surname>Zholtkevych</surname>
          </string-name>
          ,
          <string-name>
            <surname>G</surname>
          </string-name>
          . (ed.) Information and Communication Technologies in Education, Research, and
          <string-name>
            <surname>Industrial Applications. ICTERI</surname>
          </string-name>
          <year>2013</year>
          .
          <source>Communications in Computer and Information Science</source>
          , vol.
          <volume>412</volume>
          . Springer, Cham (
          <year>2013</year>
          ). doi:
          <volume>10</volume>
          .1007/978-3-
          <fpage>319</fpage>
          -03998-5_
          <fpage>14</fpage>
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          7.
          <string-name>
            <surname>Shyshkina</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          :
          <article-title>Holistic Approach to Training of ICT Skilled Educational Personnel</article-title>
          . In: Ermolayev,
          <string-name>
            <surname>V</surname>
          </string-name>
          . (ed.)
          <article-title>ICT in Education, Research and Industrial Applications: Integration, Harmonization and Knowledge Transfer</article-title>
          .
          <source>CEUR Workshop Proceedings</source>
          .
          <volume>1000</volume>
          ,
          <fpage>436</fpage>
          -
          <lpage>445</lpage>
          . http://ceur-ws.
          <source>org/</source>
          Vol-1000/ICTERI-2013-p-
          <volume>436</volume>
          -445-MRDL.pdf (
          <year>2013</year>
          )
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>