<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Cloud services in the distance learning system for future sailors</article-title>
      </title-group>
      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>Kherson State Maritime Academy</institution>
          ,
          <addr-line>20, Ushakova avenue, Kherson, 73000</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Kherson State University</institution>
          ,
          <addr-line>27, Universitetska St., Kherson, 73000</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <fpage>0000</fpage>
      <lpage>0002</lpage>
      <abstract>
        <p>The widespread use of distance learning platforms and office services, in particular spreadsheets, sets the task of their integration, for example, for using Excel documents in distance learning systems (DLS). Using cloud services can be a technological solution to this problem. The advantage of using cloud services is access to information resources using only an Internet connection and a web browser. The aim of the study is the development and implementation of the ExcelReader software module for using Excel spreadsheets on the web pages of the distance learning system. The following tasks were solved in the work: 1) analyzed well-known software solutions for displaying Excel documents in web applications and training platforms; 2) an effective technology for programmatically processing Excel documents was selected; 3) a model of a system for accessing and using web services for processing Excel documents in DLS was developed; 4) the ExcelReader software module was developed for displaying and editing Excel documents on web pages in the distance learning system; 5) The program module "ExcelReader" is implemented in DLS "Moodle KMA" and "Kherson Virtual University" (KVU). In particular, the ExcelReader software module was introduced into the educational process for using Excel spreadsheets on the web pages in DLS KVU using the Microsoft Excel Web App cloud service.</p>
      </abstract>
      <kwd-group>
        <kwd>E-learning</kwd>
        <kwd>iCloud services</kwd>
        <kwd>Excel</kwd>
        <kwd>embedding</kwd>
        <kwd>distance learning</kwd>
        <kwd>Kherson Virtual University</kwd>
        <kwd>Moodle KMA</kwd>
        <kwd>infrastructure</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
      <p>
        One of the tasks of the education system in modern society is to provide each person
with free and open access to education throughout his life, taking into account his
interests, abilities and needs. Therefore, learning management systems (LMS) are
becoming relevant [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Now, education does not depend on the geographical location
of a person and becomes more accessible with the advent of distance education.
      </p>
      <p>Among the main functional requirements for electronic educational resources in
distance learning systems, the requirements of visibility and interactivity can be
distinguished, both in lectures and textbooks, and in tests and virtual laboratory work.</p>
      <p>Among e-learning resources, Microsoft Office documents are widespread. Therefore,
Copyright © 2020 for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).
there is a need to display Excel spreadsheets with data, graphs, charts on web pages of
resources.</p>
      <p>Using spreadsheets, the calculation and processing of a large amount of data is
quickly carried out. Their visual and dynamic presentation allows you to almost
instantly display the calculation results on a computer monitor. The main advantage of
spreadsheets is that it is possible to instantly automatically recalculate all the data
associated with functional dependencies when changing the value of any elements of
the spreadsheet.</p>
      <p>Due to its simplicity and ease of use, the possibilities of teamwork, interaction with
Internet resources, and the provision of powerful data analysis tools, Microsoft Excel
is one of the most common, popular tools for working with documents with a tabular
structure.</p>
      <p>
        Especially significant is the task of building a model of using Microsoft Office
resources in distance learning systems. So, combined network models that are able to
take into account the indistinct content of some information can be adopted as
mathematical models of the information resource of a distance learning system [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ].
      </p>
      <p>
        In order for the electronic learning resource in the distance learning system, for
example, Moodle KSMA [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ], to be the most effective and visual, it is necessary to solve
the problem of displaying Excel spreadsheets on the Web page with data, graphs, charts,
as well as creating and editing an Excel spreadsheet, for example, in lectures, practical
works, tests. As a result of this, there is a problem associated with the display of
spreadsheets data on Web pages.
      </p>
      <p>The main technologies for displaying spreadsheet data on Web pages are:
 saving MS Excel spreadsheets in an XML file with subsequent processing to display</p>
      <p>
        it on a Web page [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ];
 development of a Web-based software module for supporting the use of spreadsheets
in the LMS with the connection of software libraries for processing spreadsheets:
Microsoft Office Online [
        <xref ref-type="bibr" rid="ref5 ref6">5,6</xref>
        ], Excel Reader.NET [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ], Excel Viewer 2.0, and others
for processing and displaying MS Excel spreadsheets on Web pages;
 the use of online cloud services for working with spreadsheets, such as OneDrive
[
        <xref ref-type="bibr" rid="ref8">8</xref>
        ], Google Drive [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ], Microsoft Azure [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ] and others.
      </p>
      <p>A simple and convenient solution to the described problem is the use of cloud
services.</p>
      <p>
        Researchers at the UNESCO Institute for Information Technologies in Education
note that the acquisition and maintenance of various computer equipment and software
in modern educational institutions constantly requires significant financial investments
and the involvement of qualified specialists (Neil Sclater, Cloud computing in
education [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]). As a cost-saving technology, cloud computing and virtualization of the
computing platform are currently playing.
      </p>
      <p>Using cloud services, you can access information resources of any level and any
capacity with the separation of the rights of various user groups in relation to resources
using only an Internet connection and a web browser.</p>
      <p>The advantage of cloud technology is the management of large infrastructures,
security, the absence of dependence on computer and software modifications.</p>
      <p>Disadvantages include dependence on the availability and quality of the communication
channel, risks of technical failures and legal issues.</p>
      <p>
        Cloud services can be divided into three main categories [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ]:
 Infrastructure as a service (IaaS);
 Platform as a service (PaaS);
 Software as a Service (SaaS).
      </p>
      <p>An example of the use of cloud technologies in education is personal accounts for
students and teachers, electronic journals, thematic forums where students can
exchange information and much more. This is a search for information, where students
can solve certain educational problems even in the absence of a teacher or under his
guidance.</p>
      <p>The object of this article is cloud services.</p>
      <p>The subject of the study is Microsoft and Google cloud services in the distance
learning system.</p>
      <p>
        The purpose of the study is the design, development and implementation of the
ExcelReader software module for using Excel spreadsheets on the web pages of
distance learning systems, in particular, Moodle KSMA [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ] and Kherson Virtual
University (KVU) [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ].
      </p>
      <p>The following tasks are considered in the article:
1) to analyze well-known software solutions for displaying Excel spreadsheets in</p>
      <p>Web-based applications;
2) choose an effective technology for software processing of Excel spreadsheets;
3) to design a system for access and use of web services for processing Excel</p>
      <p>spreadsheets in a distance learning system;
4) to develop the ExcelReader software module for the correct display and</p>
      <p>editing of Excel spreadsheets on Web pages in distance learning systems;
5) introduce the software module "ExcelReader" in the distance learning system</p>
      <p>"Kherson Virtual University".
2</p>
    </sec>
    <sec id="sec-2">
      <title>Statement of the problem</title>
      <p>The use of cloud services in the educational process is an important resource not only
for the teacher, but also for future sailors, as an example of their possible use on the
ship.</p>
      <p>In the field of training of marine specialists, the main focus is on teaching
professionally oriented disciplines, such as “Theory of the ship’s structure”,
“Navigation and the field”, “Management of the ship”, etc. However, the quality of
specialist training is determined in all areas, including the ability to use modern
innovative technologies in professional activities. The knowledge gained during the
training should be sufficient to correctly operate computer equipment on the ship, to be
able to use the information provided by the computer.</p>
      <p>Especially important is the ability to quickly and accurately carry out calculations
for skippers who, by virtue of their duties, must carry out navigation pads, determine
the stability indicators of the vessel when empty and in load, evaluate the error in the
readings of ship's instruments, etc. The most widely used tool for this purpose is MS
Excel spreadsheets, access to which can be obtained both from a stationary computer
and from a mobile device on which the corresponding mobile application is installed.</p>
      <p>The range of tasks that a professional skipper has to solve is quite wide. The program
for the preparation of the skipper in disciplines focused on the use of information
technology takes into account all aspects of his professional activity, including the tasks
associated with the calculations as a necessary component of the navigator's terms of
reference. Of course, special navigation programs are installed on ship computers, with
which you can solve various navigational tasks. However, the vast majority of these
programs are also executed in MS Excel. Spreadsheets are primarily intended for
conducting various computational work, where it is necessary to process large arrays
of numbers, which the navigator often has to deal with in his work. It should be noted
that the crew of any ship changes periodically, and the navigator, arriving at the place
of the one who was discharged from the ship, must quickly understand the structure of
the calculations, understand their logic and be included in the daily work process.</p>
      <p>However, the navigator does not always have access to MS Excel. With this in mind,
an analysis of the possibilities of working with spreadsheet data in SaaS cloud services
was carried out.</p>
      <p>Thus, we set the task of developing methods and technologies for using cloud
services in the educational process of future mariners in the LMS in the study of the
above disciplines.
3</p>
    </sec>
    <sec id="sec-3">
      <title>Modeling a learning system using cloud services</title>
      <p>Some of the most popular cloud services include: shared hosting Amazon,
TheRackspace, Google, Microsoft, iCloud, SugarSync, Dropbox, Joyent, GoGrid,
Terremark, Savvis, Verizon, NewServers, etc.</p>
      <p>There are some disadvantages of cloud technologies, which are mainly technical and
technological nature. These disadvantages are limiting of functional properties of
software compared with local analogues, the lack of native providers of cloud services
(Amazon, Google, Saleforce etc. are concentrated in the USA), the lack of national and
international standards, and the lack of legal framework applying cloud technologies in
education.</p>
      <p>Currently there are four models of cloud deployments:
 Private cloud - it is used to provide services within the organization that is both
customer and service provider. It is the variant of cloud concept embodiment when
the organization creates it’s for itself in limited use;
 Public cloud - it is used to deploy of the infrastructure and software to provide access
outside of boundaries of institution’s infrastructure;
 Hybrid cloud - it is two or more different types of clouds;
 Community cloud - type of infrastructure, designed for use by the specific consumer
society of organizations with common objectives. Examples, platform Windows
Azure, Web services Amazon, Google App Engine and Force.com.</p>
      <sec id="sec-3-1">
        <title>We study public and community cloud systems [14].</title>
        <p>Cloud technologies make possible to integrate various active learning methods in the
information environment. Let’s consider the most popular and affordable for users
Internet services:
 Google Docs is an online office to create various documents for share access;
 OneDrive – service of Microsoft, it is similar service of Google Drive;
 Scribd – Internet service of cloud document storage, which allows publishing
documents prepared in the most popular formats: Microsoft Office, Open Office,
Adobe Acrobat, etc.;
 Slideshare – online storage of presentations;
 Google Scholar – search engine of educational and scientific publications;
 YouTube – a service that allows you to download and watch videos in a browser;
 Skype – a service that provides audio and video communication;
 Wikipedia – online encyclopedia, based on wiki technology;
 ResearchGate, Academia.edu – social networking sites for scientists and researchers
to share papers, discussions, and find collaborators;
 Blogger – Internet-service in the form of online journal (or blog);
 Facebook, LinkedIn – a social network that provides the ability to create study
groups, business and employment-oriented communities, etc.</p>
        <p>Consider two popular cloud services from Google and Microsoft for their use in
distance learning systems. We list the main services that Google provides:
 Gmail - mail service;
 Google Sites – free hosting using wiki technology;
 Google Calendar – an online service for scheduling appointments, events and affairs
with a calendar. It is possible to share the calendar with a group of users. The service
is integrated with Gmail;
 Google Drive – cloud storage with the ability online (in the browser) to view the
contents of many file types. There is support for popular office formats such as *
.docx, * .doc, * .rtf, * .xlsx, * .xls, * .pptx, * .ppt, * .pdf, * .txt, * .html, *. jpeg, *
.png, * .gif, * .zip, * rar and others. Files downloaded to the disk with such formats
can be opened, viewed, and some can also be edited online and offline directly in a
web browser. The user is provided with storage up to 15 GB.</p>
        <p>To use all of the above services, the user must have a Google account.</p>
        <p>Now consider what is included in the cloud service from Microsoft:
 OneDrive – cloud storage up to 105 GB.
 Office Online (known before 2014 as Office Web Apps) – a tool for creating and
processing MS Office documents created in Word, Excel, OneNote and PowerPoint.
 Outlook is email service.
 Calendar – a classic organizer.
 People – a means of communicating with your contacts on Facebook, Google,
LinkedIn, Sina and Twitter.</p>
        <p>To work in OneDrive and to use other services from Microsoft, you must have a
Microsoft account.</p>
        <p>Both of these services allow you to embed a document stored in cloud storage into
the site. Microsoft, unlike Google, allows you to dynamically work with embedded
documents on a web page.</p>
        <p>It was this opportunity that played a decisive role in our choice of cloud service,
since dynamic work with documents in distance learning systems is important for us.</p>
        <p>An important feature is that this interactivity will allow the teacher, during the
learning process, to demonstrate the relationship of the stated theoretical material with
the practical use of interactive documents in the same system, and the student himself
to apply theoretical knowledge in practice during the lesson, which will consolidate the
learning results.</p>
        <p>And all this will be possible within the framework of one LMS. For example, in a
lesson, a simplex method is studied for solving problems using Excel spreadsheets. The
teacher will be able to visually demonstrate to students the dependence of the solution
of the problem on the values of its variables, as well as the student will be able to
"probe" this method.</p>
        <p>Features when working in Excel Web App: working with spreadsheets and books in
a browser or in MS Excel for desktop computers (Fig. 1).</p>
        <p>Create Excel - documents</p>
        <p>Edit Excel- documents</p>
        <p>Delete Excel- documents
Teacher</p>
        <p>Management of access to Excel- documents</p>
        <p>Control versions of Excel- documents
Download Excel- documents from PC</p>
        <p>Download Excel- documents to PC
Embed Excel-documents/tables/range of cells on site Kherson Virtual University</p>
        <p>
          Consider the algorithm for inserting an embedded object into the html page of the
LMS electronic resource using the example of a document in OneDrive [
          <xref ref-type="bibr" rid="ref15">15</xref>
          ].
        </p>
        <p>To embed a Microsoft document in the text of an electronic learning resource, the
user needs to perform a series of actions: authorize in OneDrive, create the necessary
Microsoft document in OneDrive or use an existing document in OneDrive, configure
access to this document, and configure its display on the resource’s html page, into
which the document will be embedded, receiving the html code and, finally, inserting
this html code in the html page editor.</p>
        <p>We will consider the implementation of an object from the Microsoft OneDrive
service in an html page using the example of inserting an Excel spreadsheet into the
electronic resource of the LMS KVU. When the command to insert an object from the
Microsoft OneDrive service is called, a request is sent to its address to add a table to
the KVU server, and the KVU server, in turn, sends a request to the Microsoft server.
After which the user authorization is checked, after the authorization is completed, all
the files of this user are displayed, that is, the OneDrive document storage cloud service
page opens. The user has the opportunity to create a Microsoft document (Excel, Word,
PowerPoint, OneNote) or open a document stored on OneDrive for further work with
him.</p>
        <p>As an example, consider the processes of creating and editing Excel documents
(Fig.2-3).</p>
        <p>A prerequisite for adding an Excel spreadsheet to the text of the html page of an
electronic learning resource is an account in the OneDrive service, therefore, when you
request to add a Microsoft document, authorization will be checked in OneDrive.</p>
        <p>To add an Excel spreadsheet to the text of an html page in the LMS, you need to
configure the display of the document and access rights to it on the OneDrive website,
as well as get the html-code of the document, for example, an iframe tag of the form:
&lt;iframe width="402" height="346" frameborder="0"
scrolling="no"
src="https://onedrive.live.com/embed?cid=2B0C4195906D5E81
&amp;resid=2B0C4195906D5E81%21197&amp;authkey=ALxgdY4CVNRy7bk&amp;em=
2&amp;AllowTyping=True&amp;wdDownloadButton=True"&gt;&lt;/iframe&gt;</p>
        <p>The attributes of the iframe tag contain information about the display size of the
document we want to embed: width = "402" height = "346", display the frame
frameborder = "0", the ability to scroll through the document scrolling = "no", as well
as a link to this document and additionally displaying the ability to download a
document to a computer:</p>
        <p>After that, it is necessary to insert the received code in the editor of the html page of
the electronic learning resource and save the changes.</p>
        <p>Similarly, PowerPoint Online, OneNote Online, and Word Online documents can be
used.</p>
        <p>Fig. 2. Scheme of the model for creating an Excel document.</p>
        <p>Fig. 3. Scheme of model of editing process Excel-document.</p>
        <p>The following technologies were used to develop the ExcelReader module:
JavaScript, HTML, .Net.</p>
        <p>Consider the JavaScript code:
&lt;script type="text/javascript"&gt;
&lt;!-var theElement = document.getElementById("div1");
//--&gt;
&lt;/script&gt;
document.getElementById – method of the document object. It returns a
link to the document node, which can be used to change properties and access node
methods. We use this method to find a place in the code where the document will be
embedded in the future.</p>
        <p>Now consider the html code used to insert a document into text:
&lt;form name="my_form" id="my_form" action="#"
method="get"&gt;</p>
        <p>Insert HTML - code:
&lt;input type="text" name="content" id="content" size="60"
/&gt;
&lt;input type="button" value="Send"
onclick="theElement.innerHTML =
document.my_form.content.value;" /&gt;
&lt;input type="button" value="Update"
onclick="theElement.innerHTML =
document.my_form.content.value;" /&gt;
&lt;/form&gt;</p>
      </sec>
      <sec id="sec-3-2">
        <title>The innerHTML method we use to insert text.</title>
        <p>When you click the “Send” button, a document will be added to the text of the html
page of the electronic learning resource in the LMS.</p>
        <p>When you click the “Update” button, the document in the text of the html page in
the LMS will be updated to the latest version of this document on the OneDrive server.
4</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>Testing the model in the educational process</title>
      <sec id="sec-4-1">
        <title>As an example, we consider a typical curriculum task.</title>
        <p>One of the tasks included in the section “Navigational calculations” of the course of
information technologies for navigators is the task of calculating the parameters of a
large circle arc. Without going into details of navigational concepts, we note only for
clarity that the orthodromy (the arc of the large circle) as the shortest distance between
two points on the earth's sphere is a curve facing (on the map in the Mercator projection)
the convexity to the nearest pole.</p>
        <p>We give the calculation formulas of the problem.</p>
        <p>Navigation along the arc of a large circle (orthodrome length):</p>
        <p>Sорт = arccos (sin φн ∙ sin φк + cos φн ∙ cos φк ∙ cos( λк – λн)),
where φн, φк, λк, λн – coordinates (latitude and longitude) of the starting and ending
points. The latitudes of the intermediate points of the arc of a large circle for drawing
on the Mercator map can be found by the formula:
i  arctg
sini  0 </p>
        <p>tgK0
where λi is the longitude of the intermediate point, λ0 is the longitude of the point of
intersection of the equator with the orthodrome, K0 is the angle between the meridian
and the orthodromy at the point of intersection of the equator.
к  arctg ssiinn(( нк  нк )) * tg  к 2  н  ,</p>
        <p>The initial data of the task are the coordinates (longitude and latitude) of the
departure point and the point of arrival of the vessel. As an example, consider: φА =
47056 / N, λА = 5023 / W (latitude and longitude of the departure point); φB = 11040 /
N; λB = 58036 / W (latitude and longitude of the point of arrival). The calculation
procedure, obviously, is as follows: first, the distance traveled along the orthodromy is
calculated, then λ0, K0, and finally, the latitude of the intermediate points of the arc of
the large circle φi.</p>
        <p>The calculation results using MS Excel are presented in Fig. 4</p>
        <p>Obviously, the result obtained is correct, since the values of intermediate latitudes
are in the interval [φн, φк]. We construct the trajectory of the ship along the coordinates
(longitude and latitude), the type of diagram is “point”.</p>
        <p>Perform a similar calculation using the OneDrive cloud service. The calculation
results with are presented in Fig. 5.</p>
        <p>The considered problem is a clear example of how important it is for the future
navigator to be able to understand analytical formulas, conduct calculations, and
analyze the result. Incorrect calculations can lead to negative consequences. Suffice it
to say that the error in calculating the position of the vessel by only one degree leads to
a discrepancy of 60 miles.</p>
        <p>Pay attention to the fact that the calculation results are presented by two similar
screenshots. In Fig. 4 - a screenshot of the calculation performed in standard MS Excel,
in Fig. 5 – the same calculation, however, performed using the OneDrive cloud service.</p>
        <p>Excel on the Internet is a web application that you can use to view and edit Excel
workbooks in a browser. When editing in a browser, you can change data, enter and
edit formulas, create tables and diagrams and apply basic formatting options in a
spreadsheet. Workbooks and spreadsheets look almost the same in Excel on the Internet
and familiar MS Excel. Many MS Excel functions are available in the Excel cloud
service, but not all functions are supported or work in exactly the same way. But at the
same time, the OneDrive Excel functions are quite enough so that the navigator can
perform all the necessary calculations and arrange ship documentation.</p>
        <p>Excel cloud service allows you to:
 use Excel functionality and features in a Web environment;
 perform work anywhere in the world, regardless of whether the office programs are
installed on a computer or gadget. To access spreadsheets, you only need a browser
and Internet access;
 perform work in projects with colleagues regardless of their version of Excel.</p>
        <p>For simultaneous collaboration with other users in the same workbook, you can
provide access to the book if there are spreadsheets on which you want to enter data,
for example, a group project, or a registration spreadsheet. All that needs to be done is
to create a separate folder for workbooks to which you need to share.</p>
        <p>Among the obvious advantages of "cloud" Excel, you should definitely pay attention
to some points. The main, in our point of view, is the following. During the period of
study at the university, the cadet is provided with all the opportunities for acquiring
skills for performing calculations of any complexity. He masters the methodology of
structuring spreadsheets, using built-in functions and modules, building mathematical
models of technological processes that can take place during the performance of
professional duties on board a ship. A comparative analysis of spreadsheets showed
that the ability to work in MS Excel, knowledge of the properties of built-in functions,
the principles of filling their ranges will greatly facilitate and speed up the transition to
OneDrive Excel.
5</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>Prospects for the use of cloud services in the educational process and on ship</title>
      <p>We applied an expert method to assess the prospects of using cloud services in the
educational process and on ship. Ten experienced teachers and sailors of Kherson State
Maritime Academy were interviewed. Experts assessed the prospects for using cloud
services in educational proses and on ship. For evaluation, a five-point Likert’s system
was chosen. Table 1 shows the results of the evaluation of indicators.
Expediency and prospects of using cloud services tables in the professional
work of a sailor
The scientific feasibility of using a cloud electronic resource
Convenience of use during classes
Characteristics of ease of use in calculations and documentation on ship
Exchange of information between users of the program executed in the cloud
service tables on ships</p>
      <p>Compliance with a unified methodology
10</p>
      <p>I plan to use cloud services spreadsheets in my professional work</p>
      <sec id="sec-5-1">
        <title>The results of expert’s assessment showed on Fig. 6.</title>
        <p>Grade
3,9
4,2
4,1
4,6
3,8
3,3
4,5
4,2
3,5
3,9
9
,
3
2
,
4
1
,
4
6
,
4</p>
        <p>G R A D E
8
,
3
3
,
3
5
,
4
2
,
4
5
,
3
9
,
3</p>
        <p>
          An expert assessment of the quality and prospects of using training resources can be
considered sufficiently reliable only if the expert evaluations are in good agreement.
Therefore, statistical processing of the results of expert evaluations should include an
analysis of the consensus of experts. The Concordance method is used to assess the
degree of consensus of experts on options for assessment [
          <xref ref-type="bibr" rid="ref16">16</xref>
          ].
        </p>
        <p>The results of the expert survey are presented in Table 2.
9
#2
8
9
9
7
9
10
10
10
10</p>
        <p>
          Concordance coefficient W is calculated according to the formula proposed by
Kendall [
          <xref ref-type="bibr" rid="ref16">16</xref>
          ]
        </p>
        <p>W 
.</p>
        <p>(1)</p>
        <p>Here S  in1 2i  in1mj1 xij  12 m(n 1)2 , m – number of experts, n –
the number of objects of examination, xij – assessment of the i-object by j-expert.
Coefficient of concordance may vary between 0 and 1. If W = 1, all experts gave the
same evaluations for all objects, if W = 0, the evaluations of experts are not coordinated.</p>
        <p>Using the formula (1) calculated coefficient W = 0,78 is significantly different from
zero, so we can assume that among experts there is objective concordance. Given that
the value of m(n – 1)W is distributed according to χ2 with (n – 1) is the degree of
freedom, then W2  12S = 70,6. Comparing this value with the tabulated
m  n  (n  1)
value  T2 for n – 1 = 9 degree of freedom and significance level α = 0,05, we find  2
W
= 70,6 &gt;  T2 = 16,9. Therefore, the hypothesis of consistency of expert evaluations
confirmed according to Pearson.</p>
        <p>Thus, the results of a pedagogical experiment can be taken as a basis for the design
and creation of learning resources using cloud services.
6</p>
      </sec>
    </sec>
    <sec id="sec-6">
      <title>Conclusion and future work</title>
      <p>The article analyzes the cloud services Excel Reader.NET, Excel Viewer 2.0, shared
hosting Amazon, TheRackspace, Google, Microsoft, iCloud, SugarSync, Dropbox,
Joyent, GoGrid, Terremark, Savvis, Verizon, NewServers for processing Excel
documents. The analysis showed that cloud services can be used to display the contents
of MS Office documents in the form of html text pages of electronic training resources.</p>
      <p>The comparative characteristic of cloud services from Google and Microsoft is
carried out. The choice of the OneDrive Office Online cloud service for implementation
in the distance learning system "Moodle KMA" and "Kherson Virtual University" was
justified.</p>
      <p>A model of the process of creating, editing and implementing Excel documents in
the distance learning system "Kherson Virtual University" using the Microsoft Excel
Web App cloud service was built.</p>
      <p>The functional properties, as well as features of the development of the software
module "ExcelReader" are described.</p>
      <p>An expert method for assessing the quality of the use of cloud services in the
educational process and on the ship showed its good perspective.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1.
          <string-name>
            <given-names>Aleksander</given-names>
            <surname>Spivakovsky</surname>
          </string-name>
          , Lyubov Petukhova, Evgeniya Spivakovska, Vera Kotkova, Hennadiy Kravtsov. (
          <year>2013</year>
          )
          <article-title>Three-Subjective Didactic Model</article-title>
          . Springer Verlag, BerlinHeidelberg, CCIS Vol.
          <volume>412</volume>
          , рр.
          <fpage>252</fpage>
          -
          <lpage>273</lpage>
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          2.
          <string-name>
            <surname>Shebanin</surname>
            <given-names>V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Atamanyuk</surname>
            <given-names>I.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kondratenko</surname>
            <given-names>Y.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Volosyuk</surname>
            <given-names>Y.</given-names>
          </string-name>
          (
          <year>2019</year>
          )
          <article-title>Development of the Mathematical Model of the Informational Resource of a Distance Learning System</article-title>
          . In: Chertov O.,
          <string-name>
            <surname>Mylovanov</surname>
            <given-names>T.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kondratenko</surname>
            <given-names>Y.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kacprzyk</surname>
            <given-names>J.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kreinovich</surname>
            <given-names>V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Stefanuk</surname>
            <given-names>V</given-names>
          </string-name>
          .
          <article-title>(eds) Recent Developments in Data Science and Intelligent Analysis of Information</article-title>
          .
          <source>ICDSIAI 2018. Advances in Intelligent Systems and Computing</source>
          , vol
          <volume>836</volume>
          . Springer, Cham
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <string-name>
            <surname>Moodle</surname>
            <given-names>KSMA</given-names>
          </string-name>
          , online https://mdl.ksma.ks.ua
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          4.
          <article-title>How to insert a Microsoft Excel file into a Web page with HTML code</article-title>
          , online https://www.techwalla.com/articles/how-to
          <article-title>-insert-a-microsoft-excel-file-into-a-web-pagewith-html-code</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          5.
          <string-name>
            <given-names>Web</given-names>
            <surname>App - Easy Excel</surname>
          </string-name>
          Tutorial, online http://www.excel-easy.com/examples/web-app.html
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          6.
          <string-name>
            <given-names>Office</given-names>
            <surname>Online</surname>
          </string-name>
          , online https://en.wikipedia.org/wiki/Office_Online
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          7.
          <string-name>
            <given-names>Excel</given-names>
            <surname>Reader</surname>
          </string-name>
          .NET, online http://www.devtriogroup.com/Excelreader/Default.aspx
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>8. OneDrive, online https://onedrive.live.com</mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          9.
          <string-name>
            <given-names>Google</given-names>
            <surname>Drive</surname>
          </string-name>
          , online https://drive.google.com
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>10. Azure documentation, online https://docs.microsoft.com/en-us/azure/?product=featured</mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          11.
          <string-name>
            <surname>Sclater</surname>
            ,
            <given-names>N.</given-names>
          </string-name>
          (
          <year>2010</year>
          )
          <article-title>eLearning in the Cloud</article-title>
          ,
          <source>International Journal of Virtual and Personal Learning Environments</source>
          , Vol
          <volume>1</volume>
          , No 1, pp.
          <fpage>10</fpage>
          -
          <lpage>19</lpage>
          , IGI Global
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>12. Cloud Computing, online https://www.investopedia.com/terms/c/cloud-computing.asp</mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          13.
          <string-name>
            <surname>Spivakovsky</surname>
            <given-names>V</given-names>
          </string-name>
          . (eds). DLS “Kherson Virtual University”.
          <source>Certificate of copyright registration No</source>
          <volume>32719</volume>
          ,
          <article-title>Ministry of Education and Science of Ukraine, State Department of Intellectual Property</article-title>
          . Kyiv,
          <volume>06</volume>
          .
          <fpage>04</fpage>
          .
          <year>2010</year>
          , online http://dls.kherson.ua/dls
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          14.
          <string-name>
            <surname>Kravtsov</surname>
            ,
            <given-names>H.M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Gnedkova</surname>
            ,
            <given-names>O.O.</given-names>
          </string-name>
          (
          <year>2016</year>
          )
          <article-title>The Use of Cloud Services for Learning Foreign Language (English)</article-title>
          . In: Ermolayev,
          <string-name>
            <surname>V.</surname>
          </string-name>
          et al.
          <source>(eds.) Proc. 12-th Int. Conf. ICTERI</source>
          <year>2016</year>
          , Kyiv, Ukraine, June 21-24,
          <year>2016</year>
          , CEUR-WS.org/Vol-1614
          <source>, ISSN 1613-0073</source>
          , p.
          <fpage>620</fpage>
          -
          <lpage>631</lpage>
          , online http://ceur-ws.
          <source>org/</source>
          Vol-
          <volume>1614</volume>
          /paper_87.pdf
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          15.
          <string-name>
            <surname>Kravtsov</surname>
            <given-names>H.M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Chemisova</surname>
            <given-names>I.O.</given-names>
          </string-name>
          (
          <year>2014</year>
          )
          <article-title>Microsoft Cloud Services in Distance Learning System “Kherson Virtual University”</article-title>
          .
          <source>Information Technology in Education: Scientific Journal</source>
          , vol.
          <volume>20</volume>
          , pp.
          <fpage>53</fpage>
          -
          <lpage>65</lpage>
          . Kherson: KSU
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          16.
          <string-name>
            <surname>Kendall</surname>
            <given-names>M.</given-names>
          </string-name>
          (
          <year>1948</year>
          )
          <article-title>Rank Correlation Methods, Charles Griffen</article-title>
          &amp; Company, London
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>