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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Model of using cloud-based environment in training databases of future IT specialists</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Zhytomyr Polytechnic State University</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Chudnivska Str.</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Zhytomyr</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Ukraine olgavl.korotun@gmail.com</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>tetianavakaliuk@gmail.com</string-name>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Kryvyi Rih State Pedagogical University</institution>
          ,
          <addr-line>54 Gagarin Ave., Kryvyi Rih, 50086</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <fpage>0000</fpage>
      <lpage>0003</lpage>
      <abstract>
        <p>The authors substantiates and develops the model of using cloud-based environment (CBE) in the training of databases of future information technology (IT) specialists, which consists of interrelated units: target (purpose, task of using CBE), conceptual (pedagogical approaches, didactic principles), organizational and semantic (characteristics of CBE, basic requirements for CBE, subjects of training, CBE of the teacher, CBE of the student, curricula of institution of higher education, educational-methodical complex of discipline “Databases”, installation and configuration of database management system, development of educational material from the database in electronic form, selection of cloudbased systems of distance learning, introduction of cloud-based systems of distance learning in the training of students' databases, selection of CBE in database training (databases, forms, methods, tools), evaluative (criteria, indicators, levels of professional and practical competence of future IT specialists on the use of CBE in database training), effective (increased formation of the information and communication technologies of future IT specialists on the use of CBE in database training).</p>
      </abstract>
      <kwd-group>
        <kwd>model</kwd>
        <kwd>usage</kwd>
        <kwd>cloud-based environment</kwd>
        <kwd>database training</kwd>
        <kwd>future IT specialists</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>The process of training future IT specialists involves the obligatory study of databases,
in which the teacher emphasizes on the features of database technologies so that
students understand the basic trends of development of modern databases, advantages,
and disadvantages in their use, specifics of work in database management systems data,
etc. The acquired knowledge, skills from databases are necessary for future IT
specialists in their professional activity.</p>
        <p>To increase the efficiency of the educational process in training databases and
improve the professional training of future IT specialists, teachers use a cloud-based
environment (CBE). The use of such an environment in the educational process is
currently a pressing issue in the theory and methodology of using ICT in education.</p>
        <p>The use of CBE in the training of databases of future IT specialists enables the teacher
to organize various forms of students' education (full-time, distance, distance, mixed,
electronic), to provide the student with educational materials for the discipline, to test
theoretical knowledge and practice, student learning outcomes, analyze student
learning outcomes, organize an archive of study materials, and more.
1.2</p>
      </sec>
      <sec id="sec-2-2">
        <title>Analysis of recent research and publications</title>
        <p>
          Creating educational environments of domestic educational institutions in their works
described Olga V. Bondarenko [
          <xref ref-type="bibr" rid="ref1">1</xref>
          ], Olga P. Pinchuk [
          <xref ref-type="bibr" rid="ref12">12</xref>
          ], Halyna V. Popova [22],
Yevhenii B. Shapovalov [
          <xref ref-type="bibr" rid="ref14">14</xref>
          ], Mariia P. Shyshkina [
          <xref ref-type="bibr" rid="ref17">17</xref>
          ], Nataliia V. Soroko [
          <xref ref-type="bibr" rid="ref18">18</xref>
          ],
Oleksandr V. Spivakovskiy [
          <xref ref-type="bibr" rid="ref19">19</xref>
          ], Snizhana O. Zelinska [23] and others; the use of a
CBE was investigated by Dmytro S. Antoniuk [
          <xref ref-type="bibr" rid="ref20">20</xref>
          ], Olena G. Glazunova [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ], Oleksandr
H. Kolgatin [
          <xref ref-type="bibr" rid="ref6">6</xref>
          ], Larysa M. Petrenko [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ], Mariya P. Shyshkina [
          <xref ref-type="bibr" rid="ref15">15</xref>
          ], and others.
        </p>
        <p>
          We agree with the opinion of Svitlana H. Lytvynova [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ], that the purpose of creating
a CBE is to achieve certain didactic goals, to fulfill pedagogical tasks, to unite the
subjects of the educational process for effective cooperation, focused on improving the
educational results of students by tools of cloud services.
        </p>
        <p>
          We share the opinion of Mariya P. Shyshkina [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ] and Maiia V. Marienko [
          <xref ref-type="bibr" rid="ref10">10</xref>
          ], who
state that cloud services are used to provide the user with electronic educational
resources that make up a meaningful content of a CBE, as well as to provide creative
and delivery processes educational services.
        </p>
        <p>
          The learning environment, as noted by Valerii Yu. Bykov is an artificially
constructed system whose structure and components contribute to the achievement of
the goals of the educational process [
          <xref ref-type="bibr" rid="ref2">2</xref>
          ]. Vitalii V. Lapinskyi states that it is the set of
material objects and the links between them that form a system designed to support the
learning activities of the subjects of learning [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ].
        </p>
        <p>
          Valerii Yu. Bykov also considers such a concept as a cloud-based educational and
scientific environment, in which he understands the ICT environment of a higher
education institution, in which certain didactic functions, as well as some
fundamentally important functions of scientific research, provide for the appropriate
coordinated and integrated use and cloud computing technologies [
          <xref ref-type="bibr" rid="ref4">4</xref>
          ].
        </p>
        <p>Based on the analysis of the source database, the cloud-based environment in
training database at higher education institutions (HEI), we understand the HEI learning
environment, which envisages the use of cloud computing technology to ensure a level
playing field, educational interaction, and cooperation between subjects (teacher and
students) database training activities.</p>
        <p>The development of cloud computing has led to the emergence of new cloud-based
ICT and has influenced the training tools of future IT teachers. The use of cloud-based
tools facilitates the formation of CBE in higher education institutions and opens the
way to individualization of learning, interactive interaction and active collaboration
between participants in the educational process, and allows the use of the CBE in
training databases.</p>
        <p>Using training, we mean a set of objects, ideas, phenomena, and methods of action
that ensure the implementation of the educational process.</p>
        <p>As for cloud-based tools, we mean such training tools implemented by cloud
technologies [21].</p>
        <p>The purpose of the article is to develop a model of using CBE in training databases
of future IT specialists.
2</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Methods of the study</title>
      <p>Methods of research:
─ analysis, classification, summarization psycho-educational, specialized and
technical literature on creating a model of cloud-based environment training of
higher education institution to isolate the priority areas of research, defining the
essence of basic concepts of research;
─ method of specifying and systematization of theoretical knowledge for the
development objectives of the study;
─ modeling – to develop and represent a theoretical model: models of using CBE in
training databases of future IT specialists.
3</p>
    </sec>
    <sec id="sec-4">
      <title>Results</title>
      <p>
        Simulation is an indispensable part of pedagogical research, which is used to describe
and study various processes, including information, innovations, properties, as well as
patterns of development of the educational system, educational environments, etc. [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ].
      </p>
      <p>
        We agree with Valerii Yu. Bykov’s opinion [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ] that a model is a representation
(analog, image) of a system that is designed and reflects the features and properties of
this system that ensure the achievement of the goals of model construction and use.
      </p>
      <p>Adherence to the system approach allowed us to develop a model of using the CBE
in the training of databases of future IT specialists, which consists of the following
units: target, conceptual, technological, organizational-meaningful, evaluative, and
effective (Fig. 1). Let us consider separately each unit of the presented model.</p>
      <p>The target unit identified a goal, namely, to increase the level of professional and
practical competence of future IT specialists to use the CBE in the training of databases.
The tasks of using a CBE in training databases of future IT specialists are to use a CBE
in training databases; improving the educational and methodological complex of the
discipline “Databases”.</p>
      <p>The training of students in the discipline of “Databases” using a CBE is based on
several didactic principles and methodological approaches presented in the conceptual
unit.</p>
      <p>Learning in a CBE relies on methodological approaches:</p>
      <p>System – defines the process of formation of the CBE in training databases as a
coherent system;</p>
      <sec id="sec-4-1">
        <title>Target unit</title>
        <p>Purpose: To increase the level of professional and practical competence of future IT specialists
in the use of a cloud-based environment in database training.</p>
        <p>Tasks: use of the cloud-based environment in learning databases; improving the educational
and methodological complex of the discipline “Databases”.</p>
      </sec>
      <sec id="sec-4-2">
        <title>Conceptual unit</title>
        <p>Didactic principles: mobility, interactivity, humanistic
learning, democratization, adaptability,
personalityoriented learning, flexibility, compliance with learning
technologies, informatization.</p>
      </sec>
      <sec id="sec-4-3">
        <title>Activity-Technology unit</title>
        <p>Methods of using CBE:
Blended Learning Sub-Models:
Work Zone Rotation, Flipped
Classroom, Individual Rotation.</p>
        <p>Forms: training, independent
work, practical training, control
measures.</p>
        <p>Methods: verbal, visual,
practical, stimulating learning
situation, control, and
selfcontrol.</p>
        <p>Tools: cloud-based distance learning
system, cloud-based database training
tools.
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        <p>o
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Pedagogical approaches: systemc,
competent, synergistic,
personalityoriented, active</p>
      </sec>
      <sec id="sec-4-4">
        <title>The organizational and content unit</title>
        <p>Stages of formation of CBE
• installing and configuring database management
systems;
• development of training material in electronic form;
• Selection of CBLDS according to the following
criteria: organizational-didactic, communication,
functional;
• Development of an electronic training course
“Databases” in a CBLDS and filling it with
educational material;
• Selection of CBT in training databases by the
following criteria: functional-didactic,
organizational;
• integration with the ETC “Databases”.</p>
        <p>Content unit
• Characteristics and requirements for CBE;
• Subjects and objects of CBE;
• CBE teacher, CBE student;
• syllabus of HEI;
• ETC “Databases”.</p>
      </sec>
      <sec id="sec-4-5">
        <title>Evaluation unit</title>
        <p>The criteria for the formation of professional and practical competence of students:
motivational, organizational, activity, cognitive, educational interaction.</p>
        <p>Levels of assessment of the future professional specialists' information and practical
competence development: low, medium, sufficient, high.</p>
      </sec>
      <sec id="sec-4-6">
        <title>The resultant unit</title>
        <p>Increased level of formation of professional and practical competence of future IT specialists on the
use of a cloud-based environment in training database.</p>
        <p>Fig. 1. Model of using CBE in training databases of future IT specialists</p>
        <p>Competent – involves increasing the level of professional and practical competence
of future IT specialists in the course “Databases”, which is manifested in the following
features: understanding of the principles of construction and operation of different
databases models, the procedure for creating databases using databases management
systems, principles ensuring the security and demarcation of databases access rights in
Databases Management Systems (DBMS); able to develop relational databases, create
tables, forms, reports, queries in DBMS; ability to make rational use of cloud-based
distance training systems to solve personal and professional problems;
Synergistic – orient the student to self-organization and self-development;
Personality-oriented – takes into account individual features defines each student as
his/her main subject of study to create favorable learning conditions for him/her;</p>
        <p>Activity – determines the focus on the organization of active educational, cognitive,
independent, and communicative activities for the formation of professional and
practical competence of a future IT specialist.</p>
        <p>Consider the didactic principles of using a CBE, aimed at meeting the personal
educational needs of future IT specialists as a subject of study and suggest the use of
cloud-based learning tools:
─ Mobility – providing the student with access to communication and collaboration
tools regardless of time and place of residence;
─ Interactivity – reflects the communicative interaction in a CBE of teachers with
students in synchronous and asynchronous modes;
─ Humanistic education – creation for the student in a CBE of the most favorable and
convenient conditions for obtaining a chosen profession, reorientation of the
educational process to his personality;
─ Democratization – tools the distribution of rights, powers, and responsibilities
among participants in the educational process in a CBE;
─ Adaptability – involves the adaptation of the educational process in a CBE to the
cognitive characteristics of each student;
─ Person-centered learning – the realization that a student in a CBE is a person with
his or her own experience and stock of knowledge and skills, the use of which leads
to the best results in learning and the educational needs of each student;
─ The principle of the flexibility of learning – a student in a CBE can absorb the
learning material at a convenient time and place, at the right pace;
─ Conformity to learning technologies – use of forms, methods, learning tools that are
implemented only in a CBE;
─ Informatization is the access of students and teachers to the tools of modern ICT.
The organizational and content units of using a CBE are the stages of the formation of
such an environment and its content component. The stages of formation include the
installation and configuration of DBMS, the development of educational material with
databases in electronic form, the selection of cloud-based systems of distance learning,
the introduction of cloud-based systems of distance learning in the training of student
databases, the selection of cloud-based databases, integration into the e-learning
complex “Databases”. Content component – characteristics and requirements for CBE,
subjects, and objects of the CBE, cloud-based teacher environment (Fig. 3) and CBE
of the future IT specialist (Fig. 2), educational plans education, an
educationalmethodical complex of discipline “Databases”, electronic training complex (ETC)
“Databases”.</p>
        <p>The technology unit reflects the use of the CBE in the educational process of the
discipline “Databases”, organized in a blended form, so it consists of sub-models of
blended learning. Also in this unit, the teacher selects traditional forms of organization,
methods, and learning tools that can only be implemented in a CBE to achieve didactic
goals. The evaluation unit contains criteria for assessing the level of professional
competence of future IT specialists regarding the use of the CBE in Database training.
Assessment of the level of formation of the specified competence of future IT
specialists is performed according to certain criteria, indicators, and levels.</p>
        <p>Resulting unit – the result of the model implementation is to increase the level of
professional and practical competence of future IT specialists on the use of the CBE in
Database training.</p>
        <p>Therefore, the CBE model in Databases training consists of the six units described
above and is a prerequisite for its effective implementation into the educational process
of future IT specialists.</p>
        <p>The use of CBE in training databases provides support for new modern trends in the
educational process; openness and accessibility of training for all subjects;
confidentiality; efficiency, the flexibility of learning; determining the level of academic
achievement of students; communicative interaction and effective cooperation between
the subjects of study; rapid dissemination of educational material; formation of an
individual trajectory of learning, as well as, encourages students to independent and
active educational and cognitive activity, promotes self-development and increase
interest in learning using modern ICT.</p>
        <p>Formation, implementation, and use of the CBE in the training of databases of future
IT specialists in higher education institutions should be carried out to achieve the
didactic goals and meet the educational needs of all subjects, according to the following
characteristics:
─ Individualization of learning. The teacher, taking into account the individual
characteristics of each student during the study of databases, uses the possibilities of
a CBE to increase the motivation for learning, the level of educational training (some
students in the school course of computer science did not study databases, some had
difficulties in learning this topic, and some successfully studied it and participated
in school competitions and competitions in which it was necessary to use knowledge
of databases), the speed of perception of educational material, the implementation
of group activities hone in carrying out group projects, etc.;
─ Optimizing learning in a CBE. The teacher provides an appropriate set of modern
methods and training tools for databases in a CBE for best results. Optimization of
study of the specified discipline implies an increase of efficiency of training and
success of results of students at the minimum expenditure of time and forces of
subjects of study, and the results of education of students correspond to program
results of training of discipline “Databases”;
Education
explanatory</p>
        <p>note
course modules
laboratory
work
topics of
independent
work
list of
references
Collaboration
individual
projects
portfolio</p>
        <p>Term Paper</p>
        <p>Communication
with the subjects of
study
Email
discussion
chat</p>
        <p>Education
e-learning course</p>
        <p>curriculum
eLearning modules
laboratory work of</p>
        <p>students
practical work of</p>
        <p>students
independent work of
students
reporting
documentation
Communication with the
subjects of study</p>
        <p>Email
discussion</p>
        <p>chat
message
integration with
social web
services
Web Conference</p>
        <p>Cloud oriented database learning environment</p>
        <sec id="sec-4-6-1">
          <title>Teacher</title>
          <p>Fig. 3. Structure of cloud-based teacher environment in training databases
─ creation and placement by the teacher of their course on databases in a CBE, which
includes the author’s development of lectures, practical and laboratory works,
control works, etc.;
─ rapid dissemination of educational material from databases in electronic format in
various formats through cloud repositories, prompt notification of this to students
and their access to materials regardless of location, time of stay from any
computeroriented medium;
─ self-assessment of students’ knowledge in a CBE to check their current learning
outcomes from databases based on tests, practical exercises after studying a specific
content module;
─ convenient communication of the teacher with the future IT specialists: remote
consultations in synchronous and asynchronous modes (both from the teacher and
classmates) on the issues arising during the study of training material from
databases;
─ conducting group research in a CBE, when students perform such research in
realtime, evaluate the performance of each group member. The teacher completely
controls the process of such work, if necessary, may express comments, wishes, etc.;
─ convenient cloud-based tools for learning databases.
4</p>
        </sec>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>Conclusions</title>
      <p>The use of the CBE in the training of databases of future IT specialists s is advisable to
implement based on a specially developed model consisting of the following units:
target, conceptual, organizational-content, activity-technological, evaluative, and
effective. The result of the application of the proposed model is to increase the level of
professional and practical competence of future IT specialists in the use of CBE in
databases training, which tools the confirmed ability of the future IT specialist to
implement the professional activity in the field of databases practical skills, attitudes,
personal qualities and experience that he has acquired while learning databases in a
cloud-based environment.</p>
      <p>The performed research does not claim to be a definitive solution to the problem of
using a CBE in training databases of future IT specialists. The analysis of its results
outlined the following areas of further research: the use of cloud services for the
formation and development of professional competencies of future IT specialists.</p>
    </sec>
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