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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Use of IT for Student-Centered Learning Approach to Education at Modern University</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Lyudmila Alexandrova</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Galina Mozhaeva</string-name>
          <email>GVMozhaeva@fa.ru</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Malvina Karabasheva</string-name>
          <email>karabasheva.malvina@mail.ru</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Maria Lapina</string-name>
          <email>mlapina@ncfu.ru</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Jože Rugelj</string-name>
          <email>joze.rugelj@pef.uni-lj.si</email>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Financial University under the Government of the Russian Federation</institution>
          ,
          <addr-line>Leningradsky Prospect, 49, 125993, Moscow</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>North-Caucasus Federal University</institution>
          ,
          <addr-line>Prospect Kulakova, 2, 355017, Stavropol</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>University of Ljubljana</institution>
          ,
          <addr-line>Kardeljeva ploščad 16, 1000, Ljubljana</addr-line>
          ,
          <country country="SI">Slovenia</country>
        </aff>
      </contrib-group>
      <fpage>32</fpage>
      <lpage>40</lpage>
      <abstract>
        <p>This paper presents the results of a theoretical analysis of student-centered learning aimed at educational outcomes and the realization of the student's personality-oriented potential. In addition, practical approaches to the design of an individual educational trajectory are highlighted and its application for first year students at undergraduate level is exemplified. Student-centered learning approach is one of the key trends in the development of education in today's world. However, modern scientific views on this method are rather contradictory, which makes it necessary to systematize data on the emergence of studentcentered learning models in education and analyze the results of the introduction of individual educational trajectories.</p>
      </abstract>
      <kwd-group>
        <kwd>1 Individual educational trajectory</kwd>
        <kwd>the IET</kwd>
        <kwd>digital technology</kwd>
        <kwd>electronic information and educational environment</kwd>
        <kwd>student-centered learning approach</kwd>
        <kwd>active learning method</kwd>
        <kwd>design</kwd>
        <kwd>competencies</kwd>
        <kwd>educational risks</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p> process-based approach (organizational work, aimed at the interaction between the student and
the administration of the educational institution).</p>
      <p>
        If the aforementioned trajectory and path both have preset directions to guide the student, the
professional education track provides students with the freedom to choose their desired career and
structure their education accordingly without career counseling. It allows for the ability to make
conscious choices and facilitates full student involvement in the process of "self-learning" (in the
narrow sense - as self-study) and "self-creation" (in the broad sense - as "self-invention"). In this
context, it is proposed to introduce a new concept - "educational project". [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]
      </p>
      <p>The educational project solves more complex tasks and functions of the IET as a system of
independent choices, involving independent navigation (and not career counseling).</p>
    </sec>
    <sec id="sec-2">
      <title>2. Theoretical background</title>
      <p>The main problem of using IET in educational activities is expressed in the following contradiction:
IET is a student-centered learning service (hence, a multivariate system), but at the same time it is
limited by a set of educational resources available in the electronic information and educational
environment of the university. To allow the students to pursue their goals, the IET is built by the student
individually, but in order to create an educational service within the electronic information and
educational environment of the university, a limited set of content elements of the IET are used, the
competence profile of the student, the dynamics of movement along the IET with a mentor, and the
dynamics of movement along the IET independently.</p>
      <p>In modern education, depending on the techniques and teaching methods used, there are four forms
of student-centered learning (personalization of learning):
1) the expansion the student's autonomy (used in large introductory courses);
2) self-learning (students determine educational tasks, content, didactic tools themselves);
3) differentiated teaching (students are divided into groups for further mastering of the educational
program);
4) adaptive learning (personalization of learning).</p>
      <p>
        Depending on the objectives of the educational organization and the goals of the student, the IET
distinguishes two areas:
 personalization of the program, when the teaching process is adapted to a specific student;
 personalization by the students themselves, when the students independently build their own
education [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ].
      </p>
      <p>
        The ultimate form of student-centered learning is individualization, which views the student as the
end user of education and adapts mass education to the needs of a particular user. For all levels of
education, including corporate , “customization” is the modification of the educational program to meet
the specific needs of each student [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ].
      </p>
      <p>Student-centered learning education is customized for a specific student, depending on his or her
personal interests, role in the team or level of training. Specialized educational programs are based on
a targeted selection of specific content, examples, and structures to meet the needs and specific goals
of a small number of students.</p>
      <p>Examples of customizing education include:
 Facilitation</p>
      <p>This practice involves group and individual support from tutors, mentors, and internship
supervisors for solving educational problems at various levels;
 Boxed solutions</p>
      <p>This method is practically devoid of customization. It includes various thematic games, open
programs, and online courses (MOOC) and can be used to teach the largest possible number of
students.</p>
      <p>It is important to note that student-centered learning education programs draw on local capabilities
and create unique solutions within the adaptive educational programs that take into account the IET.
Such educational solutions take into account the level of subject expertise, range of interests, and
educational tempo, personal, behavioral and physiological characteristics of the student.
Comprehensive customization within student-centered learning improves the learning experience
through various IET “settings” and adjustable teaching formats tailored to the preferences of a
particular student.</p>
      <p>Consider several examples of organizing student-centered learning using IET in various foreign
universities presented in Table 1.</p>
      <p>SMU-X Pioneering Pedagogy is based on interdisciplinary
content, project-based learning, collaborative real-world
problem solving with partners, and active student
mentoring from faculty and industry partners. These
educational directions are packaged in the IET of students.</p>
      <p>Platforms used: Echo 360, Active Learning Platform
(ALP), eLearn, and WebEx.</p>
      <sec id="sec-2-1">
        <title>The unique curiosity-driven education (CODE) begins</title>
        <p>with an orientation semester, where all students are
introduced to the learning concept, three undergraduate
study programs, and the Science, Technology and
Society program, which enables students to develop
scientific thinking and critical judgment skills, while a
series of Interpersonal Skills Workshops helps students
work in a team, show leadership and communication
skills.</p>
        <p>The first university in Russia to provide opportunities for
professional development by creating individual
educational trajectories and tracking digital footprints.</p>
        <p>The university is a pioneer of a new network principle of
education in Russia, in which educational trajectories for
each student are selected personally. University 2035's
various services provide customized content to enable
students to study both offline and online through a digital
platform &lt;https://2035.university/&gt;</p>
        <p>
          In general, most of the universities around the globe consider student-centered learning as a natural
and mandatory part of the educational process. Universities strategize and plan their programs based
on the independence and awareness of their students. Previous academic restrictions are being replaced
with the most open environment. For instance, in Germany even the constitution has provisions on
education that are consistent with the concept of IET [
          <xref ref-type="bibr" rid="ref16">16</xref>
          ]. Presently, the creation of platforms
integrating education with personal development has become the major trend worldwide.
        </p>
        <p>We analyzed a series of case studies on the use of the IET in education and present what we found
to be the advantages and disadvantages of the system in Table 2.</p>
        <p>Undergraduate, graduate, and postgraduate students self-select courses that make up the core
curriculum, their major, minor, and electives. Each course is assigned a number of credits, which are
determined by the university and may vary in different countries, universities, and specialties. The
number of credits a student receives for the course is determined by several criteria, such as workload,
learning outcomes, and hours spent in attendance for the course. The number of hours a student spends
attending lectures and seminars, individual tutoring, and exams will factor into the number of credits
awarded for the course. Students can earn credits for various types of study activities (modules, courses,
internships, project work thesis work, etc.) that are required for the successful completion of their
education. Table 3 shows examples of the implementation of the credit system, which is the basis for
building the IET of students at foreign universities.
The credit hours (units) for each subject indicate the total
amount of time spent in the classroom and laboratory, and
the approximate time the average student spends in
outside preparation per semester. Each unit is about 14
hours of work per semester or about one hour of work per
week for a subject studied for the entire semester. The
total score for one subject is obtained by adding all the
units. Three MIT units are roughly equal to one "semester
hour" or credit. An MIT subject with 12 units translates to
four semester hours or credits.</p>
      </sec>
      <sec id="sec-2-2">
        <title>At the undergraduate level, it requires a minimum of</title>
        <p>120 credit hours per semester, but no more than 144
semester credit hours. To graduate, a student must take
at least 42 semester credit hours in upper-level courses.</p>
      </sec>
      <sec id="sec-2-3">
        <title>University of Cambridge [11] UK CATS</title>
      </sec>
      <sec id="sec-2-4">
        <title>Seoul National University [12] Korea credit</title>
      </sec>
      <sec id="sec-2-5">
        <title>To meet the Bachelor Degree requirements, a student</title>
        <p>must complete a 3 step process. First, the student
accumulates 120 CATS points at FHEQ level 4, thus,
earning a Certificate, then 120 CATS points at FHEQ
level 4, equivalent to a Diploma, and finally, 120 CATS
points at level 6 FHEQ for the Advanced Diploma.
Postgraduate certificates are taught at 7 FHEQ level and
have 60 credit points. Postgraduate diploma is accredited
with 120 credit points and is taught at level 7 FHEQ.
Masters degrees are awarded with 180 CATS points.
Undergraduate students must complete a minimum of 130
credits, including 36 credits or more in general education
courses, 39 credits or more in their major, and fulfill all
the specific requirements of their faculty / college.
Students with a dual major, minor, or a combined major
course must earn an additional 22 credits from permitted
courses.</p>
        <p>FU-BEST awards ECTS (European Credit Transfer
System) credits. ECTS is based on the principle that the
workload of a full-time student within one academic
year is equivalent to 60 credits, which includes contact
hours in the classroom, individual assignments and
preparation for classes. The average workload for
fulltime students in Europe ranges from 1,500 to 1,800
hours per year; one ECTS credit is 25 to 30 hours of
work. The Academic Senate of the Free University of
Berlin has established that one ECTS credit is equivalent
to 30 hours of study.</p>
        <p>The scope of the degree is measured in (ECTS) credits.
The courses provide credits according to the required
workload. One credit represents approximately 27 hours
of work.</p>
        <p>The degrees are designed so that students receive around
60 credits within one academic year or 1,600 full-time
hours. The first-cycle degree is 180 credits, the
secondcycle degree is 120 credits. The maximum scope of the
degree is 200 credits and the second-cycle degree is 135
credits.</p>
      </sec>
      <sec id="sec-2-6">
        <title>Bachelor's degrees have a duration of 3 years and</title>
        <p>students must accumulate 300 credits. The standard
workload for undergraduate students is 50 credits per
semester. Most courses yield 12.5 credits.</p>
        <p>Depending on the program, graduate students may
need to accumulate between 100 to 400 credits for
completion.</p>
        <p>When assessing students, various factors are taken into account: class attendance, test results,
homework grades, essays, projects or research papers, results of oral or written examinations, etc. These
factors are assigned weights by the instructor depending on the goals and load of the course. As a result,
students may be assessed based on some courses on their project work, in others on their exam scores.</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>3. Results and discussion</title>
      <p>The organization of student-centered learning faces certain difficulties. First, it necessitates a
collection of a rather large amount of data both at the start of the IET as well as along the trajectory.
Among others necessary input data include personal information, diagnostic and competency and
professional test results, analysis of the digital footprint, school performance assessment results.
Second, if we assume that, taking into account the rapid expansion of methods and channels of training,
each student will face a wide variety of choices, then making a choice and the moving along the IET
itself will become a problem.</p>
      <p>In an environment of rapid change and expanding educational opportunities, educational choices are
more likely to become situational, spontaneous and risky.</p>
      <p>When building and implementing an IET, the following steps should be followed:
 collect and analyze the data of primary and subsequent diagnostics of students;
 analyze the digital profile of students (applicants);
 build a digital model of the educational process based on the curriculum;
 set the criteria for the IET;
 assign indicators and coefficients to the IET criteria;
 create recommendation scripts (for students / tutors / teachers / employers / scientific advisors /
administrative departments of the university, etc.);
 gather students’ midterm and final exam results;
 introduce practical exercises in the form of games into the electronic information and
educational environment and the IET in order to increase motivation for development and learning;
 develop formats for presentation of learning outcomes based on the IET (reports, student CVs,
ratings).</p>
      <p>The basic system that will guide the student through the implementation of the IET involves 4 core
components. The first component is making a choice and comprehending your activities. The second
step is setting personal goals that lead to a specific result. In the third step, you achieve the goals and,
finally, reflect on the results and readjust if necessary. A schematic basic diagram is shown in Figure 1.
• Why am I doing it?
• What did I do?</p>
      <sec id="sec-3-1">
        <title>What are my results?</title>
      </sec>
      <sec id="sec-3-2">
        <title>1. Choice and</title>
      </sec>
      <sec id="sec-3-3">
        <title>Comprehension</title>
      </sec>
      <sec id="sec-3-4">
        <title>4 .Reflection</title>
      </sec>
      <sec id="sec-3-5">
        <title>2. Setting</title>
      </sec>
      <sec id="sec-3-6">
        <title>Personal</title>
      </sec>
      <sec id="sec-3-7">
        <title>Goals</title>
      </sec>
      <sec id="sec-3-8">
        <title>3. Goal</title>
        <p>Achievment
• What do I want?
• What direction am I</p>
        <p>headed?
• How do I achieve</p>
        <p>results?
• What problems am I
solving?</p>
        <p>The iterative tasks facing the developers of the IET model are determined by using functional and
morphological analysis, which is presented in Figure 2. It is important to understand that to determine
the main and secondary functions, it is necessary to use the test questions method and study the static
and dynamic characteristics of the IET by defining its changes, algorithms of action and control.</p>
        <p>IET</p>
      </sec>
      <sec id="sec-3-9">
        <title>Block 1</title>
      </sec>
      <sec id="sec-3-10">
        <title>Independent use with help</title>
      </sec>
      <sec id="sec-3-11">
        <title>Block 1</title>
      </sec>
      <sec id="sec-3-12">
        <title>Indepence</title>
        <p>Based on the results of the MPV-analysis, its subject and content area become the starting point of the IET
study. If we take into account the percentage of successful graduates and employed graduates or graduates
who have their own business project as the main MPV indicator, then using the S-shaped development curve
(R. Foster), we can get the following graph, which is shown in Figure 4.</p>
        <sec id="sec-3-12-1">
          <title>Student Matrix</title>
        </sec>
        <sec id="sec-3-12-2">
          <title>Job Placement</title>
        </sec>
        <sec id="sec-3-12-3">
          <title>Bio+Neuro+ Skill metrics with AI</title>
        </sec>
        <sec id="sec-3-12-4">
          <title>Skill Passport</title>
        </sec>
        <sec id="sec-3-12-5">
          <title>CRM-systems and alumni data bases</title>
          <p>In this case, the S-shaped curve reflects the relationship between time and changes of the MPV-index. The
MPV-indicator goes as far as evolutionary development allows. When the limit is reached, a new paradigm is
needed. The stages between two successful paradigms are called technology gaps; those who are the first to
form a new paradigm gain an advantage.</p>
          <p>The S-shaped curve analysis allows tracing the evolutionary chain of the IET, which is marked with the
following elements:</p>
          <p> "Student matrix" is a certificate of admission to the university, which also serves as a student's record
book and curriculum, which serves as a basis for the resume when applying for a job in the civil service, in
pedagogical and other organizations, and a place where recommendations are written ...
 Job placement is the practice of employing graduates (for example, in the USSR), which is mandatory
for a certain period of time for both the graduate and the employer. It ensures the employment of young
professionals and provides with social guarantees.</p>
          <p> Internship is a special type of activity to gain work experience or improve professional qualifications,
as well as to work in a specialty field during a certain trial period.</p>
          <p> Customer Relationship Management (CRM) is an application software for an educational institution
designed to automate strategies for interaction with customers (students), build a unified electronic
information and educational environment to support the educational process: keeping students' personal files,
information segmentation, workflow automation, etc.</p>
          <p> "Skill-passport" is a document certifying the score a student received on exams, a kind of "digital
portrait of a professional". All the exam results are entered into a single information system, which allows
graduates to receive skill-passports with test results in electronic form and send them to potential employers.
 IET is a personal (digitized) way of realizing a student's personal potential, reflecting his or her
professional competencies, soft skills, social, athletic and creative achievements, as well as the ability for
selflearning and self-study.</p>
          <p>
            To make choices, record results, and properly combine subjects into a comprehensive curriculum, there
needs to be an adequate IET management system. Most of the foreign models of personalized learning that
we know of focus on the use of digital platforms. Among the best known are Summit High School in the
United States with a reach of 72,000, and Chinese bdschool.cn, with 170 million students on its platform.
The effectiveness of these platforms was confirmed in a 2015 study by RAND , which showed that learning
using platform solutions does not compromise academic results and, compared to traditional learning
(without IET), improves professional competence and flexible skills [
            <xref ref-type="bibr" rid="ref6">6</xref>
            ].
          </p>
          <p>In platform solutions, the following set of services of the electronic information and educational
environment is most often used in order for the IET to meet all the tasks of personalized learning:
 diagnostic service (detection of potential)
 service for collecting digital footprint;
 service for building digital profile;
 service for the analysis of alternative educational methods (formats) of training;
 tutor support service;
 service for creating a recommendation system (work with requests);
 online proctor service set-up;
 predictive analytics service.</p>
          <p>Thus, with the use of certain methodological tools and a qualified team of educational stakeholders, a
step-by-step transition to a personalized education model is possible for any educational organization.</p>
          <p>Until a few years ago, the focus in teaching was on the transmission of basic knowledge. Today the
transfer of knowledge is carried out in a stream, everything can be read and listened to by oneself. It is
much more important for the modern generation to learn new things quickly, conveniently, and in various
formats. Therefore, it is important that modern educational solutions are implemented in the electronic
information and educational environment. Since professional and modern digital skills are closely related
to "soft" and leadership skills, it became necessary to look for new approaches to learning, one of which is
the construction and implementation of IET.</p>
          <p>IET-based learning should have a consistent method that takes into account the individual learning pace
of each student with the same workload to ensure equivalent quality results. In addition, IET-based learning
should provide a learning environment in which the student can make choices, make independent decisions,
take steps, and achieve results using educational resources. As a result, IET-based learning teaches the
student to take responsibility for the process and results of self- development.</p>
        </sec>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>4. References</title>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [1]
          <string-name>
            <given-names>Financing</given-names>
            <surname>Student</surname>
          </string-name>
          <article-title>-centered learning Learning: What Can We Learn From First-Generation Adopters?</article-title>
          / Lawrence Miller, Betheny Gross, Tricia Maas, Jose Hernandez,
          <article-title>Alton Lu with Afton Partners Scott Milam</article-title>
          and
          <string-name>
            <given-names>Katie</given-names>
            <surname>Morrison-Reed Foreword by Robin Lake</surname>
          </string-name>
          . - April
          <year>2016</year>
          . URL: https://www.crpe.org/publications/financing-student
          <article-title>-centered learning-learning-what-can-we- learnfirst-generation-adopters.</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>[2] Official site of CODE University of Applied Sciences. URL: https://code.berlin/en.</mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          <article-title>[3] Official site of Massachusetts Institute of Technology</article-title>
          . URL: http://www.mit.edu.
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>[4] Official site of Singapore Management University. URL: https://www.smu.edu.sg</mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [5]
          <string-name>
            <surname>Alexandrova L.D.</surname>
          </string-name>
          “
          <article-title>Experience in designing an individual educational trajectory and personalized learning trends” // Relevant problems of theory and practice of professional education in the context of globalization</article-title>
          , p.
          <fpage>5</fpage>
          -
          <lpage>7</lpage>
          , Private Institute of Higher Education Russian British Institute of Management, May
          <year>31st</year>
          ,
          <year>2019</year>
          , Chelyabinsk
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          <article-title>[6] Official site of the analytical center RAND</article-title>
          . URL: https://www.rand.org.
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          <source>[7] Official site of Университета</source>
          <year>2035</year>
          (University
          <year>2035</year>
          ). URL: https://2035.university.
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          [8]
          <string-name>
            <surname>Alexandrova L.D.</surname>
          </string-name>
          “
          <article-title>Experience in designing an individual educational trajectory and personalized learning trends” // Relevant problems of theory and practice of professional education in the context of globalization</article-title>
          , p.
          <fpage>5</fpage>
          -
          <lpage>7</lpage>
          , Private Institute of Higher Education Russian British Institute of Management, May
          <year>31st</year>
          ,
          <year>2019</year>
          , Chelyabinsk
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          <article-title>[9] Official site of the Massachusetts Institute of Technology</article-title>
          . URL: http://catalog.mit.edu/mit/graduateeducation/general -degreerequirements.
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          [10]
          <article-title>Official site of the Kentucky State University</article-title>
          . URL: https://kysu.edu/administrationgovernance/academic-affairs/registrar/definitions
          <article-title>-of-majors-minors-and-areas-of-specialization</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          [11]
          <article-title>Official site of the URL: https://www</article-title>
          .ice.cam.ac.uk/info/qualifications-and-awards
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>[12] Official site of the Seoul National University.</mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          [13]
          <article-title>Official site of the Freie Universität Berlin</article-title>
          . URL: https://www.fuberlin.de/en/sites/fubest/prog/credits-transcripts/index.html
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          [14] Official site of the University of Helsinki. URL: https://guide.student.helsinki.fi/en/article/structure-and
          <article-title>-scope-degree-programme</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>[15] Official site of The University of Melbourne. URL: https://policy.unimelb.edu.au/MPF1293</mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          [16] URL: https:// 1000dokumente.de/?c=dokument_de&amp;dokument=
          <fpage>0014</fpage>
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>