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        <article-title>Advisory and Accounting Tool for Safe and Economically Optimal Choice of Online Self-Education Services</article-title>
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      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>Ivan Franko National University of Lviv</institution>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Lviv Polytechnic National University</institution>
          ,
          <addr-line>Lviv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>This paper considers the review of three popular online educational platforms and their comparative characteristics of receiving course certificates, multilingualism resource, a free course availability and a resource cooperation with leading universities and companies. The importance and the positive aspects of self-education are emphasized. The most popular educational channels and YouTube videos that are used by people all over the world are analyzed. The most popular courses, which are studied, and the main elements of educational videos promoting the better mastering of information and the more interesting presentation of materials are determined. This paper also contains a top ranking of the most popular educational channels and the current state of the Ukrainian educational content on YouTube. The leading countries that have the largest number of educational videos and informative content are determined. The online self-education helps to develop both an activity scope on the whole and a specific question or problem. The advices system for the optimal online educational service selection is proposed. Also, in this paper proposed the methods of efficiency determination and rating of the optimal and secure selection of educational online service.</p>
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      <p>motivates people to so-called reformate the professional activities, as in basic
university education system the new knowledge may very often be irrelevant or inadequate.
In both cases, an important tool to meet the professional and educational needs, as
well as informational requests and interest is self-education.</p>
      <p>The present practice shows that self-education helps people not only to learn the
details or specific issues of the subject, but also to find their vocation, to a certain extent
to meet their communication and informational needs. The self-education feature is its
help in enriching the informational human capital, which its competitiveness on the
labor market depends on.</p>
      <p>Self-education helps to enrich the informational human capital, which its
competitiveness on the labor market depends on. This activity contributes to a rapid
selfdevelopment that, as a result, increases the level of self-control and discipline.
In the self-education process a person has the informational freedom, which allows
studying the materials interesting to the subject of studying and, as a result of "free"
thinking, new thoughts, ideas, plans appear and if they are developed, innovations,
startups, which can be put into reality, are obtained.</p>
      <p>No structure is willing to employ a specialist with a standard type of thinking, which
was founded by the traditional form of education, so every member of society has to
be adapted individually to the professional activity by maximum using the available
human capital in it.</p>
      <p>Self-education allows a person to recognize and highlight specific aspects of life, a
tendency of analyzing facts, understanding of patterns, focusing on the future
professional orientation needs to communicate, express their particular views about
something, self-organization, commitment, anticipation of new challenges and the ways of
their elimination.
2</p>
      <p>Analysis of the Most Popular Online Self-Educational</p>
      <p>Service
Today, there are a lot of mostly free, online platforms for studying and further
specializing in various fields. Among them, the most popular are online courses on
topical subjects such as programming and the basics of creating a startup business,
economics and economic theory, network marketing and online media. The legal issues
both in the professional activities and in the daily life of a citizen, as well as the
development of "basic" languages are also important for self-education. The most
popular online platforms available to Ukrainian users are: Prometheus; Coursera; and
FutureLearn.</p>
      <p>Prometheus [1] is the Ukrainian public massive open online courses project. The
purpose of the project is to provide a free access to the university level courses for
everyone in Ukraine.</p>
      <p>The users of this online platform have the opportunity to take courses in
programming, entrepreneurship, creating and developing business, psychology and techniques
of effective communication, law, management, foreign languages and others.
Prometheus offers and carries out the cooperation with leading universities (the courses are
given by the teachers KPI, Kyiv-Mohyla Academy, Kyiv National University), and
Among the variety of online platforms for self-education and self-development for the
user, there is the question of electing the most optimal and the most effective resource
according to certain criteria. For a visual example, let us analyze above mentioned
Prometheus, Coursera and Future Learn according to several criteria.
2.1
Online platforms allow studying a particular area or discipline as a whole; however,
YouTube channels and their special videos provide more specific information
concerning a particular issue or problem. Category “Education on YouTube” is getting
more popular every day, which means the entertainment portal visitors like watching
science-fiction and educational videos more and more.</p>
      <p>An important positive feature of this training is a hands-on experience of leading
speakers, scholars, teachers, professionals and progressive people or a presentation of
the theoretical knowledge that the informational customer needs to practice more than
60%. From the psychological point of view, if in the video a person sees the
personality, who is popular, who achieved great success in his work or the caller likes his
appearance, then the information is better remembered and easily perceived. In
addition, in such training videos we can see visual instructions how to use a particular
device, gadget, to hear a detailed description, pros and cons from the first word.
However, expanding horizons through the Internet, a person himself has to dig in a
huge flow of resources that can detract from the core. Another important feature of
educational videos is not the quantity but the quality of the material. Therefore, there
are video resources that specialize in one particular direction and the best quality
information is provided exactly there.</p>
      <p>The most popular areas are: programming, foreign languages, business, marketing,
consulting, medicine, chemistry, physics, biology, history, art, that is, everything
related to the professional growth and expansion of the knowledge base that allows
solving the required tasks and problems practically and effectively.</p>
      <p>YouTube video provides the information from both domestic and foreign sources,
which can include subtitles in other languages to facilitate the perception of the
gained knowledge. That is, in five minutes you can learn that you will have to read for
half an hour. So a minute and a half news clip a half-minute commercials, snippets,
titles, collages, short news and interesting computer graphics contribute to a better
memorization and as a result, study of a particular subject [9].</p>
      <p>According to the publication Forbes [4], the videos of one of the leading education
platforms KhanAcademy got more than 500 million views as a whole.
Khan Academy [5] uses the stories, supported by key points written by hand, VSause
is the charisma of a presenter, Veritasium is tricks and news reportage shooting, Crash
Course is animation. Dynamic YouTube videos with constantly changing plans, short
episodes with using “mental hooks” (jokes, famous savers) are a reference to the
concentrated knowledge in a colorful package. They stimulate the informational requester
to form some fundamental knowledge [9]. Derek Mueller, the creator of Veritasium
[6], and the bright representative of online teachers believes that the best way of
learning is the learning face to face. If out of half a million people, at least one of the
tenth part will interest the words of the teacher, then in a few years a thousand
professionals enthusiastic can be received [9].</p>
      <p>The Ukrainian educational content on YouTube has a rapid development. There are
also tracings of the foreign projects in Russian. For the experiment, on the YouTube
search the keyword “online education” in different languages was entered.
The leaders of these videos were English-speaking countries, Spain and Russia
(Figure 2).
Germany, Ukraine, Arabian countries, Italy, France, China, Poland and the Czech
Republic have also high rates.</p>
      <p>Overall, the rates range from 7,770 videos to 12.2 million videos and are growing
continuously (Figure 3).</p>
      <p>Assessing the first videos from the proposed list after the search, the number of views
shown in the diagram was separated (Fig. 4).
The absolute leader remains the English-language video with a maximum number of
376,338 views. The Arabian and Spanish videos have high rates with the relevant
numbers of 69,512 and 13,887 views.</p>
      <p>Thus, one can argue that the nature of educational videos on YouTube are just
beginning and quickly becoming actual and popular, while the English-speaking countries
are safe to use these resources to self-education. Online platforms have their
advantages, as they can be perceived as more serious, and a “student” as a result can
obtain a diploma or certificate. That all depends on the interest and the interests of
people, as a self-education has no limits. And the simpler the given information is, the
better it is perceived and remembered. And then, in the process of analyzing, the
studied material, the new thoughts and ideas can serve as the basis for innovative
thinking. That’s why a self-education is an integral part of the human activity, which
includes elements of motivation, interest and self-organization and as a result all those
give impetus to the person progress and realization in the whole.</p>
      <p>) is the teacher qualification;  (
 ) is the reviews of previous visitors about the teacher;
 1,  2, … ,  4 is weight factors each parameter of the course, defined expert, with
The rating of educational online services according given parameters for research is
determined by the equation (9):</p>
      <p>i
 

equation:
=</p>
      <p>− 
,</p>
      <p>≠  
the requirements; 
requirements.</p>
      <p>Consequently,</p>
      <p>∈ [0, 1].
shown in Fig. 5.</p>
      <p>The scheme of advices system for the optimal online educational service selection is
Requirements
Customer</p>
      <p>Requirements</p>
      <p>Course parameters</p>
      <p>Rating of
educational
online services</p>
      <p>Optimal
educational
service
(
selection; 
 ) is the customer parameters value for optimal educational online service
(</p>
      <p>) is the course parameters value that customer which customer
has specified for the course selection;</p>
      <p>Efficiency of optimal educational online service selection is calculated using this
where 
is the number of courses, which meet the requirements of more than half of
is the number of courses, which does not fully fit the user's
Educational online
services info</p>
      <p>Customer
analyzer
Analyzer of
requirements
for educational
online services
couDrBses
(8)

) is
(9)
(10)
An important problem of self-education was considered in this paper. Modern
businesses require group efforts, cooperation, and an effective communication from
employees. At the same time, interactive teaching methods allow each student to express
his personal knowledge, and some personal traits. A self-education plays an important
part in building a human knowledge capital, and it has many benefits. It gives an
opportunity to manage their own time, determine the range of interests in any location.
Online platforms provide online courses of leading universities and organizations.
Courses include recorded video lectures, auto-graded and peer-reviewed assignments,
and community discussion forums. Prometheus online educational platform is
successful for the Ukrainian consumers, because the materials are free and presented in
Ukrainian, video lectures, tests and forums are available round the clock. The courses,
available on the site, cover a wide range of human interests. The most popular courses
are: programming, psychology, information management, economics, communication
tools, policy, marketing, foreign languages, data visualization, analysis and business.
The courses are available in Ukrainian, English and Russian. There are already some
paid courses there. The most popular specializations are: a machine education, science
of information, project management, business foundations, Big Data. Online Future
Learn platform includes some courses in English. Popular online course categories
are: languages and cultures, business and management, science, math and technology,
health and psychology, creative arts and media. Online learning offers a new way to
explore subjects you're passionate about. Online educational platforms and channels
on YouTube are gaining popularity day by day and expand their content. It can be
argued that this self-education has many chances to replace full-fledged university
studies. The Ukrainian-speaking consumers should know English. However,
resources for studying it are more than enough. Online self-education has no age or
financial restrictions. It can be argue that online self-education is the future one.
1. Prometheus Educational Online-Platform, http://prometheus.org.ua/
2. Coursera Educational Online-Platform, https://ru.coursera.org/
3. Future Learn Educational Online-Platform, https://www.futurelearn.com/
4. Noer, M. One Man, One Computer, 10 Million Students: How Khan Academy Is
Reinventing Education,
www.forbes.com/sites/michaelnoer/2012/11/02/one-man-onecomputer-10-million-students-how-khan-academy-is-reinventingeducation/#1d7c68173c05
5. Khan Academy YouTube Channel, https://www.youtube.com/user/khanacademy
6. Veritasium YouTube Channel, https://www.youtube.com/user/1veritasium
7. Vsause YouTube Channel, https://www.youtube.com/user/Vsauce
8. CrashCouse YouTube Channel, https://www.youtube.com/user/crashcourse
9. What can be learned Youtube, https://newtonew.com/overview/youtube-edutainment</p>
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