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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>II: Cybersecurity Providing in Information and Telecommunication Systems, October</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>Development of the Learning Management System Concept based on Blockchain Technology</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Vasyl Poberezhnyk</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Valeriia Balatska</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Ivan Opirskyy</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Lviv Polytechnic National University</institution>
          ,
          <addr-line>12 Stepan Bandera str., Lviv, 79013</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2023</year>
      </pub-date>
      <volume>26</volume>
      <issue>2023</issue>
      <fpage>0000</fpage>
      <lpage>0002</lpage>
      <abstract>
        <p>The growth in demand for the use of distance learning technology caused by the COVID-19 pandemic has led to increased use of technologies that provide a continuous learning process. Furthermore, the Russian invasion of Ukraine demonstrated that such technologies could make it possible to conduct the educational process in relatively safe conditions for the parties of the education process. One of the technologies that provides distance learning is the learning management system. While this technology facilitates the educational process, it also allows the accumulation of data, which can pose a threat to the privacy of system users in case of unauthorized access. Also, in the conditions of distance education, educational institutions may face challenges of scalability of these systems, sharing of data on qualifications obtained in such systems, and issues of trust in the acquired education among employers. In this paper, an analysis of existing learning management systems based on both blockchain technologies and traditional ones is carried out, their weaknesses and strengths are analyzed, and tasks that should be solved by a new system based on blockchain technology are formulated. Smart contract and NFT technologies are also considered in the context of their application in the field of education, i.e., smart contracts can be used to rate students' progression and NFT can be used for certificate issuing. As a result of the conducted research, a conception of the system was proposed that uses two types of blockchain networks-hybrid and consortium, which allows solving the issues of scalability, secure data storage, and confirmation of acquired qualifications with the help of a unified blockchain network of the consortium type, which makes it possible to establish criteria for acceptance of new network participants, which allows solving the problem of low-quality suppliers, and also acts as a database to which network participants must add a unified version of the diploma in the form of NFT, which will allow interested party to quickly check the validity of the diploma or certificate. Student data in this conception is stored on the education provider's hybrid blockchain network, which allows sensitive data to be securely stored while allowing third-party access to open data. An analysis of the strengths and weaknesses of the proposed network was also carried out and possible ways of solving some of them were proposed.</p>
      </abstract>
      <kwd-group>
        <kwd>1 LMS</kwd>
        <kwd>learning management system</kwd>
        <kwd>blockchain</kwd>
        <kwd>smart contracts</kwd>
        <kwd>NFT</kwd>
        <kwd>decentralization</kwd>
        <kwd>distance learning</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        The COVID-19 pandemic has prompted
educational institutions to close their
campuses to attendance and find ways to
continue providing educational services to
ensure continuity of education [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. The key to
the continuation of education was distance
learning, which can be organized in different
ways. Also, distance learning can be divided
into synchronous and asynchronous learning
[2]. A great example of asynchronous learning
is Massive Open Online Courses or MOOC [3],
which were used long before the pandemic and
provided education services for several people
around the globe. The main idea of
asynchronous learning is that the student has no
necessity to join lectures in predefined time slots
but has an opportunity to study on their
schedule. Synchronous learning, on the other
hand, means that students have to join lectures at
a specific time, meaning that there is a schedule
that students should follow.
      </p>
      <p>Moreover, the number of enrolments for
distance learning courses drastically increased
between 2019 and 2021 [4] which shows that
distance learning has become a more popular
way to get education.</p>
      <p>Furthermore, the Russian full-scale
invasion of Ukraine in 2022 shows that
distance learning can be crucial for the
continuation of the education process in a
relatively safe place [5].</p>
      <p>Also, online learning platforms can provide
opportunities for people to get the necessary
skills for obtaining a new job or switching to
another profession.</p>
      <p>The crucial component of distance
education is the Learning Management System
(LMS) [6] which helps to maintain students’
data, course information, tasks, lectures,
course progression, etc.</p>
      <p>
        Since such systems maintain information
about students it means that such system poses
information that could be a threat to user
privacy if it is stolen [7]. There are different
ways to protect data, such as the
implementation of complex security systems
[8], the usage of automated monitoring of
networks for intrusion detection or abnormal
traffic [9], or the usage of software baits [
        <xref ref-type="bibr" rid="ref2 ref5">10</xref>
        ]
and decoys [
        <xref ref-type="bibr" rid="ref6">11</xref>
        ]. Another way is the usage of ML
for developing security strategies [
        <xref ref-type="bibr" rid="ref7">12</xref>
        ].
However, using blockchain technology and
decentralization can also provide a mechanism
for privacy-preserving [
        <xref ref-type="bibr" rid="ref8">13</xref>
        ].
      </p>
      <p>
        Blockchain is a relatively new paradigm for
digital data management and learning. Many
researchers believe that this is a new
megatrend of the digital world [
        <xref ref-type="bibr" rid="ref9">14</xref>
        ]. Without a
doubt, it plays an important role in the learning
process on several levels. For example, it finds
application in the organization of education,
through the implementation of decentralized
platforms containing grades, documents, or
diplomas of graduates, or authentication and
security of processes related to the verification
of knowledge, such as exams.
      </p>
      <p>Blockchain functions at the interface with
other technologies such as artificial
intelligence, IoT, and Big Data. These solutions
are slowly making their way into teaching
practice, for example by technically supporting
assessment, monitoring, or profiling. Because
of this, these methods, despite their undoubted
advantages, seem culturally invasive and can
raise serious ethical questions.</p>
      <p>
        The traditional transmission and storage of
knowledge, primarily through schools and
universities, is a time-honored, valuable, and
important determinant that represents
intellectual development, progress, and the
improvement of everyday life. However, on the
other hand, to function effectively in a modern,
dynamic, and convergent environment,
educational institutions should be
characterized by openness and high dynamism
in the assimilation of new ideas and
innovations, especially in the field of ICT [
        <xref ref-type="bibr" rid="ref10">15</xref>
        ].
      </p>
      <p>This article examines the possibilities of
blockchain and corresponding technologies
such as smart contracts and NFT in usage as a
system that can handle challenges of the
modern education market, such as privacy
preservation, knowledge verification, and trust
in higher education institutions along with the
development of the concept of the system that
will provide capabilities to implement a system
that will preserve handling of these challenges
and provide an opportunity for scalability.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Analysis of Learning</title>
    </sec>
    <sec id="sec-3">
      <title>Management System</title>
      <p>The correct organization of distance learning is
a necessity during the period of quarantine
restrictions and military time in Ukraine from
February 24, 2022. The relevance of
out-ofclass classes is constantly preserved since
students for various reasons are unable to
attend classes and are forced to study
remotely. However, in the era of technologies
that are available to almost every person and
fit in a smartphone, organizing the educational
process is not such a difficult task.</p>
      <p>
        Modern online education requires precise
control and management due to its
massiveness. Massive open online courses
involve many students, and the educational
process must be analyzed considering many
parameters. For this purpose, any learning
management system provides reporting and
analysis tools with the possible subsequent
adjustment of courses. However, the
popularity of online education is growing, and
the number of students is increasing [
        <xref ref-type="bibr" rid="ref11">16</xref>
        ]. In
some cases, taking an online course is an
alternative to classroom study of a discipline,
so more methods are needed to collect and
analyze various learning data and to manage
the educational process.
      </p>
      <p>
        There are many LMSs [
        <xref ref-type="bibr" rid="ref12">17</xref>
        ], including
Moodle, Open Edx, Open LMS, ILIAS, etc.
      </p>
      <p>Platforms such as Udemy, Coursera, and edX are
also well-known representatives of such
systems. Although they act as an intermediary
between the educational service provider and
the educational recipient, they also provide the
ability to create courses, manage course and
student data, evaluate progress, issue
certificates, etc., which qualifies them as an LMS.</p>
      <p>
        One of the key differences between these
platforms is that edX and Coursera provide
courses from universities and organizations,
while Udemy allows almost anyone to create a
course, which already raises the specter that
such courses can be created by unqualified
individuals [
        <xref ref-type="bibr" rid="ref13">18</xref>
        ].
      </p>
      <p>
        Consider two platforms already used in the
educational process, in particular, the Moodle
and ODEM [
        <xref ref-type="bibr" rid="ref14">19</xref>
        ] learning platforms following
can be stated about them.
      </p>
      <p>Moodle provides a statistical course report,
a grade report, and a student activity report.</p>
      <p>Thus, with the help of standard Moodle
reports, information about grades can be
gathered, the date and time of assignments, as
well as the progress of learning for specific
students. These data make it possible to
compile ratings of students, calculate the
average score, and analyze various tasks from
the point of view of the success of their
completion and the time spent by them by
different achievers.</p>
      <p>ODEM is a decentralized platform based on
blockchain and smart contract technologies
that allows numerous professional teachers
and students to interact directly.</p>
      <p>The platform will solve numerous problems
in obtaining high-quality education. All lessons,
lectures, or seminars can be conducted directly
in person, with an individual approach and
detailed analysis of errors. Each teacher of the
platform has vast experience in the field of
education. The ODEM platform is international,
that is, it is easy to get the necessary knowledge
and education from anywhere in the world.</p>
      <p>Each student of the platform has a huge
choice of the form of obtaining the information
he needs, whether it is a one-day lecture or a
whole week-long educational event. Thanks to
a single database of teachers and students, the
entire community of the platform unites into
one ecosystem where everyone agrees on the
type of training, time, and payment directly
within the platform. The use of the Ethereum
blockchain guarantees full transparency and
security of all transactions. Table 1 describes
the advantages and disadvantages of using
ODEM and Moodle in the education sector.
Increased security
decentralization.</p>
      <p>Data in the blockchain is distributed
across the network, which reduces the
likelihood of fraud and makes forgery
attempts virtually impossible.</p>
      <p>Document verification takes moments,
not weeks. Educational institutions can
quickly check information without
going through a bunch of documents.</p>
      <p>Permanent and immutable records.</p>
      <p>Documents stored on the blockchain
will be stored as long as the system will
exist.</p>
      <p>through Reduction of personnel training costs. LMS
courses are cheaper than standard training.</p>
      <p>Saving time for adaptation and improvement of
employee qualifications.</p>
      <p>Ease of use. All educational content is stored in
one system, communication takes place here. No
additional programs are required.</p>
      <p>Service availability. Content management and
performing tasks can be done from any device
and from anywhere in the world.</p>
      <p>Unlimited amount of information. Can be stored
as many educational materials as needed.</p>
      <p>Ease of use. Content creation requires no
technical skills: the LMS has an educational
program builder.
Diplomas or certificates are accessible Extensive analytical skills. The service allows for
and verifiable even decades later. monitoring the progress of students
Moving away from paper systems can (individually and in groups), and the impact of
reduce costs for universities. Savings training employees on working for the company.
can be directed at students.</p>
      <p>Low level of trust. A technology can only The system is free, but still need to install it
succeed if enough universities and somewhere (need a server or hosting, a domain
employers trust it. name). The cloud solution is paid, and this can be
Insufficient scalability. Educational an overwhelming and expensive task for a school
institutions store a lot of data about or university.
their students and graduates, which The system consumes a lot of resources, which
brings back the issue of blockchain can increase financial costs.
scalability. Since each transaction Requires specialists who have the skills to train
requires P2P verification, the number of users of the system.
blocks required grows as the coverage Frequent “crashing” of the site or its very slow
of the data involved grows, slowing operation, which makes it difficult to use
Disadvantages down transaction speeds. resources or the impossibility of accessing the
Legal formalities. Most countries are resource at all.
still carefully formulating their Inability to transfer personal data and resources
responses to the opportunities and from one university to another. Not publicly
threats inherent in digital assets, with available to non-registered individuals.
almost no legislation in the field of data
digitization in Ukraine.</p>
      <p>Costs of time and money. The
distributed network eventually helps to
save money, but the adoption and
implementation of blockchain
technology are expensive.</p>
      <p>Considering the tabular results, it can be
concluded that the use of blockchain
technology based on the ODEM platform is a
better solution for educational institutions and
students, because it is transparent, easy to use,
has a high degree of protection of personal
data, and has a base that is stored forever. This
platform is unique and incredibly promising.</p>
      <p>The question of the quality of education in the
world is on the edge, and the ODEM project will
be able to answer it. The functions and
capabilities of the platform are incredibly
promising, allowing each user to find the
training he needs to the smallest detail, and
most importantly, the quality of this education
will be at the highest level.</p>
      <p>Despite the advantages of ODEM, it still
faces the following challenges that should be
solved:
• Trust issue.
• Scalability issue.
• Possible privacy issue as students’ data</p>
      <p>stored in common blockchain.</p>
      <p>We believe that the development of another
type of interaction between parts of the system
will help to solve these issues. However, before
developing the system, the key features of such
a system as smart contracts and tasks of the
system should be reviewed in the following
chapters.</p>
    </sec>
    <sec id="sec-4">
      <title>3. Usage of Blockchain Technology</title>
    </sec>
    <sec id="sec-5">
      <title>Capabilities in the Education</title>
    </sec>
    <sec id="sec-6">
      <title>Field</title>
      <p>
        The users may consider the concept of
blockchain to be inextricably linked with
Bitcoin, mining, and cryptocurrency
exchanges. Its scope is much wider. For
example, smart contracts can be created and
function on the blockchain. If the candidate
does not meet certain requirements, the
company may suffer losses in the future. This
database can save the organization from losses
related to the confirmation of the validity of
diplomas and certificates [
        <xref ref-type="bibr" rid="ref15">20</xref>
        ].
      </p>
      <p>
        A standard contract is an oral or written
agreement with a list of terms. It consists of
buying real estate, renting a car, hiring for
work, life insurance, admission to studies, and
so on. To create such a contract, it is usually
necessary to contact intermediaries (lawyers,
notaries, banks) so that they monitor the
integrity of the agreement. Their services are
not free, and it takes a long time to draw up a
contract. If a dispute arises between the parties
to the agreement, it is necessary to deal with
them in the legal field, which may require
additional costs. Previously, this format of
interactions was recognized as the best.
However, the emergence of a smart contract
has shown that it is possible to execute
agreements more quickly, profitably, and
securely [
        <xref ref-type="bibr" rid="ref16">21</xref>
        ].
      </p>
      <p>
        This format of interaction eliminates
intermediaries, which helps to reduce costs
and save time. A smart contract is a code, that
is deployed to the network and performs itself
when predefined conditions are met. The
programs operate 24/7, so there are no delays
in operation. Participants do not have to argue
about the interpretation of this or that
provision of the contract. After all, it is based
on a program code that cannot be interpreted
ambiguously. The probability of errors is
reduced to a minimum. The obligation
becomes self-fulfilling, which reduces the
dependence on the trustworthiness of the
counterparty, which reduces the chances of
hiding details, not paying, or missing deadlines
[
        <xref ref-type="bibr" rid="ref17">22</xref>
        ].
      </p>
      <p>The following components are required to
create a smart contract:
• Subject of the contract—the program
must have access to the goods or
services for which the contract is
concluded and be able to automatically
grant or close access to them.
• Subject of the contract—the program
must have access to the goods or
services for which the contract is
concluded and be able to automatically
grant or close access to them.
• Terms of the contract—the terms of the
smart contract in the form of an exact
sequence of operations that must be
signed by all participants.
• Contract participants—the models
described above between two people
(P2P), a person and an organization
(P2O), or a person and a machine (P2M).
• Decentralized platform—the smart
contract is recorded in the blockchain of
this platform and stored and distributed
on its nodes.</p>
      <p>
        The blockchain can provide the presence of
these components. Massachusetts Institute of
Technology is working on the Issues of
protection and validation of certificates, as well
as a reputation system with the help of
blockchain. The institute released several
versions of the Blockcerts program with
opensource code, which implements accounting and
issuing certificates with the possibility of
sharing them with employers [
        <xref ref-type="bibr" rid="ref18">23</xref>
        ].
      </p>
      <p>Also, since 2018, MIT has been enabling
students to get a digital version of their
diplomas on the blockchain as part of an
experimental program that makes academic
data secure and portable.</p>
      <p>The implementation of blockchain
technology will allow for the standardization
of issued documents, which in turn can
standardize education around the globe. The
proven knowledge and skills of candidates can
be stored in a single database, which will allow
candidates to be dynamically selected based on
their set of skills and necessary skills for the
selected position.</p>
      <p>The result of the creation of this database
will be the presence of an open market of
candidates with proven knowledge. This, in
turn, will create a demand for specific
competencies and will create tendencies to
study certain educational programs, because of
which these competencies are formed.</p>
      <p>Educational organizations will see a
realtime situation of required candidates and will
issue relevant educational programs or
training courses. As a result, this will reduce
the gap between the labor market and the
education market, as well as solve the problem
of the rapid de-actualization of educational
programs operating during the rapid growth of
information technologies.</p>
      <sec id="sec-6-1">
        <title>3.1. Capabilities for Certificates and</title>
      </sec>
      <sec id="sec-6-2">
        <title>Diploma Validation</title>
        <p>Currently, training and confirmation of the
validity of a candidate’s certificates, diplomas,
and certificates for their compliance with the
necessary competencies is an expensive and
time-consuming process for both educational
institutions and enterprises sides. The creation
of a validated certificates database can save the
organization from losses related to the
confirmation of the validity of diplomas and
certificates.</p>
        <p>
          The Japanese company Sony, which created
the Sony Global Education service, has been
using blockchain technology for issuing
certificates since the end of 2017. The
company is going to show on its own how this
technology will become the future in the field
of ensuring the reliability of knowledge gained
by education [
          <xref ref-type="bibr" rid="ref19">24</xref>
          ].
        </p>
        <p>Sony Global Education believes that individual
student performance data in education is as
valuable as, for example, a personal credit
history. When using blockchain technology, the
data will be protected by a digital signature
and can be safely transferred to other
interested parties. Keeping reliable data will
allow you to get a complete history of the
acquirer (for example, as a computer test) on a
protected platform. Thus, the implementation
of blockchain technology in education is
already finding its application, and in Fig. 1 an
example of the use of a chain of
microaccounting data in relations between a
university, a student, and an employer is
depicted.
The main idea is the implementation of the
possibility of safe storage of certificates,
diplomas, and achievements of the applicant,
which can solve the following tasks:
• Standardization and/or globalization of
education.
• Availability of a reliable, open, and
unified market of candidates with
proven knowledge.
• Keeping an educational program
relevant, and, therefore, the reduction of
the gap between the labor market and
the education market.</p>
        <p>Based on these tasks, the following
scenarios of the application of blockchain
technology in education can be derived:
• Student identification.
• Accounting of the student’s rates.
• Tuition fees.
• Scholarships and incentives.
• Linkage of each newly obtained
assessment to goals and knowledge.
• Automated issuance of diplomas and
certificates upon achievement of a
predefined goal.
• Validation of certificates and diplomas.
• Secured storage and</p>
        <p>transfer.
• Conducting tests, surveys, and polls.
• Investment attraction.
• Accreditation and control of
educational institution.
information
an</p>
        <p>Also, it is a good idea to use smart contracts
to sign an agreement between applicants and
the university, where the fulfillment of all
conditions will result in the receipt of a
diploma especially its digital version based on
the blockchain. The smart contract includes a
list of conditions that the applicant must fulfill
to successfully close the agreement: passing
university entrance exams, completing all
semesters, completing industrial and
prediploma internships, and defending the thesis.</p>
        <p>Therefore, the implementation of smart
contracts and blockchain technology will help
raise the status of Ukrainian education in the
world.</p>
        <p>Analyzing the usage scenarios derived, the
following key features of LMS based on
blockchain can be developed:
• Management of students’ academic data.
• Ensuring the integrity of data.</p>
        <p>• Ensuring the reliability of data.
These features will be discussed in the next
chapters.
3.2. Students’</p>
      </sec>
      <sec id="sec-6-3">
        <title>Capabilities</title>
      </sec>
      <sec id="sec-6-4">
        <title>Data</title>
      </sec>
      <sec id="sec-6-5">
        <title>Management</title>
        <p>
          The use of blockchain technology in
information management systems is observed
regardless of the field of human activity [
          <xref ref-type="bibr" rid="ref20">25</xref>
          ].
Therefore, it is natural that the study of the
usage possibility of technology capabilities to
maintain academic profiles of students,
monitor their data, and enter data according to
academic performance becomes a subject of
scientific interest. For example, the study [
          <xref ref-type="bibr" rid="ref21">26</xref>
          ]
proposed a learning management system
based on blockchain technology, which allows
transferring part of the administrative and
academic load from employees of higher
education institutions to the system itself by
combining blockchain technologies and smart
contract technologies [
          <xref ref-type="bibr" rid="ref22 ref23">27–28</xref>
          ].
        </p>
        <p>Usage of such an approach will allow us to
freely obtain data on the student’s academic
performance and overall educational success.
First, this will make it possible to store
information about the student’s progress in a
decentralized manner, which will protect data
from the possibility of loss in case of force
majeure. Also, the use of blockchain technology
makes it possible to increase the level of trust
between the parties of the educational process,
because such capabilities as the immutability
of stored information, as well as the
nonexistence of users with special rights, such as
system administrators, will secure information
from unauthorized changes. Moreover, the use
of smart contract technology allows for to
elimination of or minimizes the human factor
when evaluating training results.</p>
      </sec>
      <sec id="sec-6-6">
        <title>3.3. Capability Ensuring the Integrity and Reliability of Information About the Student</title>
        <p>
          The need for secured storage for information
about the student is obvious, however, in
modern realities, the need to create a
decentralized system is quite urgent since the
presence of a central point of vulnerability is
something unacceptable. The relevance of such
a system only increases due to the full-scale
invasion of Russia into Ukraine, which forced
several Ukrainian higher education
institutions to move from the temporarily
occupied territories to the territory controlled
by Ukraine [
          <xref ref-type="bibr" rid="ref24">29</xref>
          ]. Accordingly, the presence of a
decentralized system would simplify the
process of moving data in force majeure
circumstances, as well as minimize the
possibility of losing data on students’
education, since the decentralized nature of
the system would guarantee the absence of a
central point of vulnerability and storage of
data by nodes of the system which can be
located in different regions of the country
while maintaining whole copy of data on each
node.
        </p>
        <p>
          Moreover, this approach allows not only to
ensure the preservation of data on the part of
the higher education institution but also to
restore access to the student’s lost crypto
wallet, which in such systems mainly serves as
a place for storing information about the
student and its identification. Since the
recovery of a lost wallet does not require any
actions from the network, only the presence of
a seed phrase [
          <xref ref-type="bibr" rid="ref25">30</xref>
          ] is required. Thus, this
approach will also allow for simplified
restoration of access by the student to
information about himself in case of loss of the
medium with the wallet if the seed phrase is
available [
          <xref ref-type="bibr" rid="ref26 ref27 ref28">31–33</xref>
          ].
        </p>
      </sec>
    </sec>
    <sec id="sec-7">
      <title>4. Development of the System</title>
    </sec>
    <sec id="sec-8">
      <title>Concept</title>
      <p>The use of smart contract technology and
blockchain in the field of education will require
the development of a network that will be
available to all parties: the acquirer himself,
the provider of educational services, and other
interested parties, such as employers. The
basis of this approach will be the use of
blockchain technology, smart contracts, and
NFT. The idea of this approach is that the data
about the student, in particular about academic
performance, will be stored in the blockchain,
and the decision to issue a diploma or
certificate of completion of courses will be
made by a smart contract concluded between
the client and the educational service provider,
which will reduce human factor, and such
characteristics of the blockchain as
immutability and distributedness will make it
possible to verify the authenticity of the data in
the network, as well as to confirm the
authenticity of the issued blockchain diploma
and its data, which will act as an NFT token.</p>
      <p>Issuance of this blockchain diploma will be
carried out by a smart contract, based on the
conditions set by the provider of educational
services before the start of the education
process.</p>
      <p>Although this network must be accessible to
all parties, it seems logical to use open
blockchain network technology. However,
considering its properties in the context of a
system that processes data that can be
classified as personal, the usage of an open
network is inappropriate. Also, a fully private
network cannot be used since it is crucial to
provide access to data for external parties as
this is crucial to the validation of diploma or
certificate existence.</p>
      <p>
        In this case, it would be wise to use a
combination of two types of blockchain
networks: hybrid and consortium [
        <xref ref-type="bibr" rid="ref29">34</xref>
        ]. Such
networks allow us to combine the advantages
of such types of blockchain networks as private
and open. A hybrid network will be used to
build an educational service provider network,
and a consortium network will be used to build
a common unified network of educational
service providers.
      </p>
      <p>The hybrid network should be considered
as the network of the provider of educational
services that will be responsible for the
learning process itself, checking the success of
the applicant and saving his data, and the
consortium network (the network of providers
of educational services) will be responsible for
saving the diplomas of a unified type in the
blockchain.</p>
      <p>This approach will provide several
advantages for all parties, for example, as
mentioned in the previous sections, the
acquirer gets control over his academic data,
the provider of educational services can assure
other parties of the authenticity of the data
stored in the network about the acquirer’s
success and the absence of unauthorized
changes while ensuring the separation of data
into open and data with limited access. Also,
the employer will be able to check the
authenticity of the data on the obtained
qualification, which the employee will provide.</p>
      <p>Furthermore, the use of a consortium-type
blockchain network for processing data
related to the unified blockchain diploma and
diploma itself will make it possible to make
sure that new network participants, i.e., new
providers of educational services, meet the
requirements of the network to include them
as new nodes of the network. This principle
will make sure that new providers who want to
become members of the network ensure the
quality level of the provided educational
services.</p>
      <p>The use of a unified type of blockchain
diploma will reduce the challenges of scaling
the network. The principle of using a unified
blockchain diploma should ensure that each
education provider will add to the network
only a blockchain diploma of the established
model, which must contain the minimum
amount of data that will ensure the possibility
of validating the diploma itself.</p>
      <p>Another factor that will reduce system
scalability challenges is the use of a separate
blockchain network within the educational
service provider. The use of a hybrid type of
network will allow the provider to determine
which data should be classified as open access
data and which data should be classified as
restricted access data and be prohibited from
accessing from external parties.</p>
      <p>In Fig. 2 the concept of such a network is
depicted.
The algorithm of the proposed system will
have the following steps:
1. The user receives a crypto wallet.
2. The provider offers the user conditions
for obtaining the blockchain version of
the diploma.
3. A smart contract is concluded between
the user and the provider of educational
services.
4. The user’s educational data are regularly
saved into the network. For example,
current control, exam results, completed
courses, etc.
5. The smart contract analyzes the data.
6. When the conditions mentioned in step 2
are met, the smart contract decides to
issue a blockchain diploma, generates an
NFT token that acts as this diploma, adds
it to the hybrid blockchain network, and
establishes the user as the owner of the
diploma.
7. The user receives the generated NFT in
his crypto wallet.
8. Based on the generated blockchain
diploma, the education service provider
generates the unified version of the
diploma and adds it to the blockchain
network of providers while making the
acquirer the owner of the unified
diploma NFT.
9. When needed, the user provides the
token identifier to an interested party, to
verify the information and confirm the
user’s qualifications.</p>
      <p>So, such an algorithm will produce two
types of diplomas. The first one will be stored
in a hybrid network of education providers to
maintain whole information about the owner
of the diploma and its owner in a safe place and
provide access only for open data, while the
unified blockchain diploma will store only data
that can be classified as open and will be
enough to validate the owner’s qualification
and diplomas ownership.</p>
      <p>The advantages and disadvantages of the
proposed system are described in Table 2.
Disadvantages</p>
      <p>Reduction of human intervention in the network through the use of smart
contracts.</p>
      <p>Control over education provider quality through establishing criteria to join the
network.</p>
      <p>Reduced level of decentralization.</p>
      <p>Reducing the level of transparency of the provider network due to the use of hybrid
networks.</p>
      <p>A need to create a blockchain network for every provider of educational services.
The need to train staff to work with new technologies.</p>
      <p>
        Risk of high-cost smart contracts for complex conditions
The increase in blockchain size is dependent on students’ data collected.
Compliance with data protection laws such as GDPR [
        <xref ref-type="bibr" rid="ref30">35</xref>
        ], CCPA [
        <xref ref-type="bibr" rid="ref31">36</xref>
        ], Law of
Ukraine on Personal Data Protection [
        <xref ref-type="bibr" rid="ref32">37</xref>
        ].
      </p>
      <p>
        Such a system can bump into difficulties with
its implementation or realization. That’s why
before its implementation all problematic
moments should be considered. A number of
them will be connected to blockchain
technology disadvantages, such as block sizes,
different transaction speeds based on chosen
consensus mechanisms [
        <xref ref-type="bibr" rid="ref33">38</xref>
        ], etc. Alongside
with limitation of blockchain itself, the right
ways of using the smart contract technology
should be developed.
      </p>
      <p>At first glance, the usage of self-executing
code looks excellent for the process of
monitoring the education progression of
students. For example, a discipline token can
be created for each discipline studied at a
higher education institution, which the
applicant will receive for completing certain
tasks and will accumulate their crypto wallet.</p>
      <p>During the semester control, he will be allowed
to exchange tokens as proof of successful study
of the discipline. Such evidence can be done in
the form of a token of completed discipline. An
example of such a token can be NFT, which will
contain all the necessary information about the
completed course, the student’s success rate,
the number of ECTS credits, etc. This approach
will make it possible to minimize the
intervention of intermediaries in the process of
monitoring educational achievements, i.e.,
making unauthorized changes impossible,
which in turn will increase the level of trust in
the higher education institution itself.</p>
      <p>
        However, the disadvantage of this approach
will lead to the necessity of creating a system
with a large number of smart contracts, which
can be expensive, since the creation of
contracts and their uploading to the network
will require certain costs. For example, there is
a gas fee in the Ethereum network, which must
be paid to the network every time a smart
contract is uploaded, or transaction is created
[
        <xref ref-type="bibr" rid="ref34">39</xref>
        ]. Also, these contracts will require constant
updates, as the curriculum may change, and
such changes should be reflected in the
blockchain network.
      </p>
      <p>An alternative case of using smart contracts
is the generation of special blockchain
diplomas upon completion of studies and
fulfillment of all conditions for obtaining a
diploma, which was mentioned in step 6 of the
proposed system algorithm.</p>
      <p>
        At this stage of the development of the
higher education system, such diplomas can be
considered not as a mandatory part of the
completion of studies, but as an additional
option that can be obtained in addition to the
usual diploma of higher education. The main
advantage of this approach is that the number
of smart contracts that need to be created will
be reduced to one, which will be responsible
for creating the blockchain version of the
diploma. Also, the costs of processing the
transaction and paying for services for creating
such a version of the diploma will be borne by
the person who wants to create it, and not by
the Higher Education Institution itself. Also,
the use of smart contracts for these purposes
excludes the need to use the administrative
resources of higher education institutes, since
this process is automatic. For example, the
presence of a regular diploma in the Unified
State Electronic Database on Education [
        <xref ref-type="bibr" rid="ref35">40</xref>
        ]
can be a criterion for allowing the creation of a
blockchain version of a diploma.
      </p>
      <p>Such disadvantages as a decreased level of
transparency cannot be overcome since this is
a necessary step to maintain privacy and data
safety. But to ensure that the education process
is fair the code used to develop each education
provider network and the smart contract in it,
should be available for independent audit.</p>
      <p>Also, a reduced level of decentralization in
unified blockchain networks is necessary to
secure the network itself from the acceptance
of low-quality education providers.</p>
      <p>
        Another drawback is the speed of
transactions. For example, when checking the
existence of a diploma in the blockchain
network, no transactions need to be made,
since it is only necessary to check the presence
of data in the network, and when entering data
about success, a transaction will be made every
time points are received for completing a task,
passing an exam, or creating the blockchain
version of the diploma. In some networks,
bandwidth is as low as in Bitcoin, which can
handle only 7 transactions per second [
        <xref ref-type="bibr" rid="ref36">41</xref>
        ].
      </p>
      <p>Such disadvantages can be overcome by
choosing the right consensus mechanism.</p>
      <p>Moreover, new participants of the network
will require their blockchain to participate in
the network. This can be handled by
developing a basic version of a hybrid
blockchain network and providing it if they
don’t have their own.</p>
      <p>Furthermore, one of the complicated
disadvantages is compliance with data
protection rules which can vary from country
to country. For EU users the GDPR requirement
must be preserved, for users from the USA—
CPPA, and for Ukrainian users—the Law of
Ukraine on Personal Data Protection, and other
laws which can be actual in the rest of the
world. That’s why making such a system by the
mentioned laws can become a time and
costconsuming problem. For example, by GDPR,
when the collected data about a person is no
longer needed, it should be immediately
destroyed. However, one of the main
characteristics of the blockchain is that any
data saved cannot be deleted, which makes
system development tricky in the legislation
field, as any inconsistencies with the law can
erupt in financial, reputational, and other
losses.</p>
    </sec>
    <sec id="sec-9">
      <title>5. Conclusions</title>
      <p>Developing the concept of blockchain usage in
education the advantages of using the
technology along with the disadvantages were
identified.</p>
      <p>First, the use of this technology will increase
the level of trust between the parties of the
educational process by preventing
unauthorized changes to data and will also
provide students with the opportunity to
control information about themselves while
monitoring any changes made to their profiles.</p>
      <p>Second, an important aspect of the use of this
technology is that it will allow any interested
party to verify the data about the diploma,
certificate, etc. provided to them since the
existence of this data in the blockchain network
will testify to its authenticity.</p>
      <p>Third, the use of smart contracts will reduce
the burden on the administrative part of the
education institutes alongside with reduction
of the number of errors, as the influence of the
human factor will be decreased.</p>
      <p>Fourth, such a concept of network will have
possibilities for scaling because it provides the
possibility to use a unified blockchain diploma
for all education providers giving opportunity
to store their diploma inside their network.
This means that new participators are only
required to create a way to produce a unified
blockchain diploma and no other changes in
their network.</p>
      <p>However, the use of technology will also
have weaknesses that will affect the possibility
of its use in education. In particular, the biggest
obstacle in the use of the technology may be
the problem of saving information about
parties of the educational process in the
blockchain network, since such information
must be processed according to different data
protection rules, which currently are not
suitable for blockchain. So additional efforts
should be made to store data according to the
law. To overcome such issues the usage of
networks with lover levels of transparency and
decentralization was proposed. This will help to
control access to information that may contain
the personal data of individuals while still giving
access to data that can be qualified as open data.</p>
      <p>Another disadvantage of the technology is
the price of developing and maintaining such a
system network, since smart contracts are not
cheap, however, their use is necessary to
ensure the operation of the system and
minimize human intervention, and their price
depends on the complexity and size of the code.
In addition, changes in the curriculum will
require reflection in the network and,
accordingly, changes in the code of the smart
contract itself, which will also incur financial [4]
costs for updating it.</p>
      <p>Also, over time, the growth of the network
itself will lead to an increase in computing
power, and will also cause a decrease in the
speed of transactions in the network due to the [5]
very size of the blockchain. To overcome these
problems the usage of separate networks was
proposed. This will allow for maintaining a
unified blockchain in optimal conditions while
all other calculations should be done inside the
education provider network. [6]</p>
      <p>All in all, the usage of such a system can
have a future, but before implementation all
weak places should be considered and
overcome or their impact should be
minimized.</p>
      <p>Furthermore, the use of this technology in
education will ensure that the data such as a
diploma, certificate, degree, etc., that will be [7]
provided to the interested party, are reliable,
which will allow to confirm the qualification
and possession of the necessary skills.
Therefore, the implementation of blockchain
technology in the field of education can [8]
become the foundation for ensuring trust
between employers, graduates, and
educational institutions by ensuring the
transparency of the educational process, which [9]
in turn will increase the prestige of higher
education institutions in Ukraine.</p>
    </sec>
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