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    <article-meta>
      <title-group>
        <article-title>Clouds of words as a didactic tool in literary education of primary school children</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Liudmyla L. Nezhyva</string-name>
          <email>l.nezhyva@kubg.edu.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Svitlana P. Palamar</string-name>
          <email>s.palamar@kubg.edu.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Maiia V. Marienko</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Borys Grinchenko Kyiv University</institution>
          ,
          <addr-line>18/2 Bulvarno-Kudriavska Str., Kyiv, 04053</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Institute for Digitalisation of Education of the National Academy of Educational Sciences of Ukraine</institution>
          ,
          <addr-line>9 M. Berlynskoho Str., Kyiv, 04060</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <fpage>381</fpage>
      <lpage>393</lpage>
      <abstract>
        <p>The study reveals the possibilities of using the words' cloud in the literary education of primary school children. The authors consider the possibility of using a cloud of words to visualize the keywords of the text for the translation of the work of art, the interpretation of the main idea and the characteristics of the artistic image. The words' cloud can also be used as a reference summary to answer questions about the content of the work or to present the results of a school project by students. Moreover, in reading lessons, this tool can be used as a tool to identify the topic of the lesson. The study reveals the possibilities of the didactic tool of the words' cloud for the development of speech of primary school children, in particular, in composing their own texts and editing them, the ability to explore words that the student uses too often and avoid tautology. Using the method of a problem situation and visually demonstrating information through a cloud of words, the teacher pro-motes the activation of students' mental activity, the development of creative abilities and critical thinking. The study tested the use of the electronic resource WordArt in primary school - a website for creating a “word's cloud” and proved its efectiveness in reflection, as well as creating an image of the main idea of the lesson, general conversation, its use as didactic material. The authors used the technology of learning using a cloud ofice package Google Drive to write a draft of their own statement of primary school children. The authors investigated the use of the service in the lesson of literary reading during the organization of reading activities in the following areas: in the “cloud of words” to encrypt the topic of the lesson; using the cloud as visual material or as basic information to explain new material; encrypt certain words from the text in the cloud, students' task to guess the work; create a cloud of words of positive and negative characters of the work; write a story on the topic; create an “encrypted postcard” to the writer or hero of the work. In the course of experimental work, the efectiveness of the use of this didactic tool in the lessons of literary reading in primary school during the analysis of texts in order to identify the most important associations of students was confirmed.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;cloud of words</kwd>
        <kwd>visualization</kwd>
        <kwd>electronic resource</kwd>
        <kwd>WordArt</kwd>
        <kwd>literary education</kwd>
        <kwd>primary education</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <sec id="sec-1-1">
        <title>1.1. The problem statement</title>
        <p>
          The development of modern education is directly related to the informatization of society [
          <xref ref-type="bibr" rid="ref1">1</xref>
          ].
Currently, the efectiveness of the teacher is impossible without the skillful use of Internet
resources in the educational process, the use of various services for learning. The use of
information and communication technologies is rapidly becoming important, especially those
that allow the teacher to develop tasks aimed at developing the cognitive interest of students,
their activity in the learning process. Among such technologies, the “cloud of words” is becoming
popular, which helps to increase the productivity of the lesson, students’ interest in completing
tasks, developing their critical thinking and creativity.
        </p>
        <p>
          A word cloud, as defined by Gottron [
          <xref ref-type="bibr" rid="ref2">2</xref>
          ], is a visualization of the frequency of words in a
text in the form of a weighted list. This technique is commonly used to visualize thematic
content. Thus, the word cloud can be an alternative way of structuring and visualizing textual
information, which is appropriate to use in educational work. Unusual in form and content,
the word cloud draws attention to the object and focuses students on the markers of the text,
the keys to understanding it. The shape of the cloud is usually symbolic, and its filling with
words reflects the semantic accents. The symbolism of “clouds”, the definition of key-words
in them and the emphasis on the main thing in the text suggests the use of this tool in the
literary education of primary school children. Thus, word clouds can be successfully used in
the implementation of the leading tasks of literary reading in primary school, provided by the
standard program, in particular: mastering the techniques of structural-semantic and figurative
analysis of the text; development of figurative, critical, logical thinking and speech; formation
of skills of critical use of media products; development of imagination and ability to express
oneself in diferent types of literary and creative activity, to express one-self and communicate
with others with the help of one’s own media products.
        </p>
      </sec>
      <sec id="sec-1-2">
        <title>1.2. Literature review</title>
        <p>
          We have analyzed studies by deNoyelles and Reyes-Foster [
          <xref ref-type="bibr" rid="ref3">3</xref>
          ], Jayashankar and Sridaran [
          <xref ref-type="bibr" rid="ref4 ref5">4,
5</xref>
          ], Olefirenko et al. [
          <xref ref-type="bibr" rid="ref6">6</xref>
          ], Philip [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ], Shyshkina [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ], Skiba [
          <xref ref-type="bibr" rid="ref9">9</xref>
          ], Stott et al. [
          <xref ref-type="bibr" rid="ref10">10</xref>
          ], Viveiros and
Medeiros [
          <xref ref-type="bibr" rid="ref11">11</xref>
          ], Wang and Sumiya [12], Zan et al. [13] that focus on the use of the “word cloud”
in education and provide an appropriate understanding of how this didactic tool contributes to
the efectiveness of learning.
        </p>
        <p>Franchuk [14], Lytvynova [15], Popel and Shyshkina [16] characterized the features of the
cloud-based learning environment. Damniskaya [17] considered in its study cloud-based
platforms, tools and services. Among the advantages of cloud platforms, the researcher notes the
possibility of teamwork (sharing an array of data for multiple users); synchronization (updating
ifles on diferent devices); accessibility (cloud is available to anyone from anywhere where there
is access to the Internet).</p>
        <p>Of the many works on cloud technology, we have relied on those relating to primary school
in general and the literary industry in particular. Sheina [18] has developed guidelines for the
use of SMART boards in primary school lessons. The researcher noted that with the help of
modern information and organizational systems happens the creation of intelligent, high-tech,
comfortable for human educational environment. Shustakova [19] researched the problem of
forming students’ cognitive activity by means of Google services. The researcher noted that
“in the process of using Google services, the teacher can more flexibly man-age the process
of cognition, motivation, organize independent work of students in the form of individual or
group tasks”.</p>
        <p>In accordance with the problem of our study, our attention attracted the work of Kaser and
Lemire [20], which associate the drawing of cloud tags with algorithms for visualization in the
cloud. Bilousova and Zhytienova [21] consider cloud services as an efective visualization tool,
which makes it possible to: “intensify the educational process at the expense of economic in
volume and time figurative representation of educational material; to focus students’ attention
on the main semantic elements of the educational material, highlighting them in the visual
image and at the same time filtering out secondary and unnecessary details; to create a positive
emotional background during the lesson, to awaken the cognitive interest of students; to
promote the formation of the initial correct ideas of students about the object of study”.</p>
        <p>Makhachashvili et al. [22, 23] consider the technology of visualizing the text of poetry using
emoticon symbols on the Emoji Maker platform, which not only activates students’ thinking,
but also develops creative attention, allows to briefly reproduce meaning poetry in an unusual
way. The authors note that emojis in the study and development of literature is a completely
logical tool because emoticons, emojis, installed in the digital continuum, express the feelings,
emotions and moods of the lyrical hero. It was found that sensuality can be reconstructed using
this type of metalinguistic digital continuum. This study prompts us to create eidos of works of
art through a cloud of words using the WordArt service.</p>
        <p>Jayashankar and Sridaran [24] created a superlative model using word cloud for short answers
evaluation in e-learning. The unique model created by the authors provides increased accuracy
by constructing word clouds. The model uses appropriate semantics with visual appeal to
partially automate the evaluation of free text. The use of tag cloud as a tool for visualizing
information and finding information to raise awareness is discussed in the study of Ram [25].
The results of this study show that tag clouding helps to create a visual efect and helps users
learn about the availability of resources in the library, along with joint activities such as reviews
and feedback, choose the right type of reading material. Godwin-Jones [26] believes that web
browsing, and reading should be complemented by the ability to sort, navigate, and think
critically. The author considers the means, tools, services, and approaches to search, create, and
convert texts on the Internet, as well as their opportunities for language learning.</p>
        <p>Many teachers are actively using cloud technology in their work. In particular, Kalinkina
[27] suggests using the word cloud as follows: as didactic material in lessons (electronically or
printed); to provide information about oneself or about a person (in the portfolio, in generalizing
the experience, in presentations, on the site and / or in the blog); to create bright products (leaflets,
information and advertising booklets, newsletters, presentations); to focus on important dates,
events, key moments (in generalizing the experience, in analytical materials, in presentations,
etc.); as a visualization of the criteria for evaluating something; to present the results of a survey
or discussion, etc. Teachers’ forums are actively discussing the use of cloud technologies in the
classroom, which indicates the urgency of the problem and its practical significance.</p>
      </sec>
      <sec id="sec-1-3">
        <title>1.3. The aim of the research</title>
        <p>Thus, word clouds are increasingly used in various fields of education, teachers-practitioners
create a variety of media educational products for students to visualize and structure texts, it’s
easier remembering, but the methodology and efectiveness of “clouds” in reading lessons in
primary school remains unexplored.</p>
        <p>The purpose of this article is to substantiate the prospects of using the word cloud as a didactic
tool in the literary education of primary school children, organizing and testing the efectiveness
of reading activities of primary school children by activating students’ work with visualized
keywords in the weighted list.</p>
        <p>To achieve this goal, it is necessary to solve the following tasks:
• to analyze scientific sources on the problem of using the word cloud in education;
• to characterize the possibilities of using the word cloud in working with younger students
in reading lessons;
• to check the efectiveness of reading activities of primary school students, provided that
the work with the word cloud is intensified.</p>
      </sec>
    </sec>
    <sec id="sec-2">
      <title>2. Discussion and results</title>
      <p>Within the framework of this problem, a study was conducted to study the possibility of using
the “word cloud” as a means of activating the analytical thinking of younger students in the
process of reading. Based on the state requirements provided by standard educational programs,
several tasks with a cloud of words for students of 3rd–4th grades of primary school were
developed for the introduction of the subject “Literary Reading”. 5 topics from literary reading
were selected, which relate to the study of various genres of fiction works of children’s literature
(literary tales, stories, poetry) and the study of paremias. In the distance learning process,
students worked with word clouds from home computers, tablets, and smartphones during
online lessons, adhering to the standard requirements for such work by younger students.
Clouds of words printed on paper were used as didactic material to work in the classroom.</p>
      <p>On the topic of “Oral Folk Art” in the 3rd grade, word clouds were created from proverbs
and sayings, which were ofered to students for analysis and recognition of familiar paremias.
Viewing, analysis, interpretation of visual media products in the form of a team game contributed
to the efectiveness of awareness of the content and memorization of small folk genres, ensured
the activity of students and their interest in oral folk art.</p>
      <p>During the study of epic works (stories, literary tales, excerpts from stories), word clouds
were created in accordance with the tasks: the formation of skills in younger students to find
in the text words, expressions, sentences that are key to understanding the text, character’s
characteristics; independently determine the theme of the work and the main idea with the
help of visual media products; cor-relate the main idea of what is read with the title, proverb,
illustrations. Students were asked to consider a cloud of words that visualized the key words of
the text to translate the work of art, interpretation of the main idea, the characteristics of the
artistic image. Analyzing any text, students must activate the creative imagination. Keywords
will help you easily remember and reproduce the content of a work of art (figure 1, 2).</p>
      <p>The word cloud was also used as a clue to answer questions about the content of the work.
The means of visualizing the frequency of words in the form of a weighted list in the works
about children accentuated their feelings, hobbies, dreams, character traits; in works about
nature – the state at diferent times of the year, artistic means of depicting literary landscapes;
in works about the Mother-land – native language, traditions, history, native land; in works
about outstanding people – discoveries, achievements, character traits, peculiarities of life, etc.</p>
      <p>In order to determine the theme of the work of art, students were asked to work on word
clouds composed of unfamiliar text, so that students can guess what in its content is. To
emphasize the bright artistic means of the work, students were ofered a text with spaces
accompanied by a task to fill them with a cloud of words. During the generalization on the
topic, students were asked to collect in a cloud of words the names of the heroes with the title
of the work, the names of the authors and the names of the works.</p>
      <p>In the process of studying poetry for children, the study of the means of artistic expression,
ifnding words with figurative meaning in the text with the help of a cloud of words was updated.
This ensured the development of the skills of younger students to highlight in the text vivid
images, artistic means that help to convey the overall emotional tone of the work, mood, to
recreate in the imagination pictures of nature, its state, place of events and more.</p>
      <p>With the help of visualization of keywords in the form of a weighted list, younger students
were invited to present the results of the school project. With the help of WordArt service,
students created a cloud of words that they associate with writers who write for children. Note
that students were able to work with English-language service due to the specialization of the
school (learning a foreign language).</p>
      <p>Didactic materials and students’ examples from word clouds were created using the electronic
resource WordArt (https://wordart.com). This online service allows one to create a mosaic of
keywords and phrases, attach links to each of the words to make the cloud interactive. For
visual design of the word cloud, additional settings were used: shapes – choosing the shape
of the cloud from the library (one can upload your image); choice of fonts; layout formation –
choosing the location of words in space; choice of colors and animation options.</p>
      <p>Using the method of problem situation and visual demonstration of educational information
with the help of a cloud of words, the teacher promotes the activation of mental activity of
students, the development of creative abilities and critical thinking. It is appropriate to use the
word cloud as a didactic tool for the development of speech of junior schoolchildren, mainly in
composing their own texts and editing them. Younger students were asked to create a cloud of
words from their own statements about the children’s book of a modern Ukrainian writer. In
this way, students had the opportunity to explore the vocabulary of their own utterances, to
see the words they use too often. This technique has become efective in detecting one’s own
mistakes to avoid a tautology in the future. In order to enrich the oral and written speech of
primary school children, the task was formulated to form word clouds on various topics, such
as: “Why is it so important to have friends”, “Meeting with a writer”, “My favorite book”.</p>
      <p>The study used the technology of learning using a cloud ofice package Google Drive to
write a draft of the own statement of younger students. Thanks to the possibilities of this
technology, students created their own texts, had the opportunity to get acquainted with the
texts of their classmates, to enter an imaginary dialogue with them, to use the most successful
language constructions. In addition, Google Docs tools allow students to see and correct their
own spelling mistakes.</p>
      <p>Moreover, in reading lessons, the word cloud tool was used as a tool to identify the topic of
the lesson through the visualization of keywords. It is important that the generated cloud can
be embedded on the teacher’s website or blog, saved in JPG, PNG, or PDF photo format, printed
as didactic material, sent by e-mail, placed on interactive whiteboards.</p>
      <p>In order to test the efectiveness of the use of the word cloud in reading lessons in 3rd–4th
grades of primary school on the basis of reading competence of primary school students one
has determined criteria, indicators and levels of testing the results of experimental research.
The structure of reading competence according to Vashulenko [28] was taken as a basis, which
identified the following components: cognitive (which includes semantic perception, mental
processing and interpretation of what is read); communicative (speech development, which is
determined by the coherence, content and imagery of speech, accuracy and appropriateness
of the use of language in creating an artistic image, the ability to talk about what is read, to
create their own statements on the content of what is read); value (understanding of social,
moral and ethical values reflected in the literature); activity (analysis of the work, the ability to
think outside the box, to enter into a dialogue with the author or hero), personal and creative
(motivation for literary and creative activities).</p>
      <p>In table 1 we will define criteria and indicators of check of activation of reading activity by
means of a cloud of words according to characteristics of reading competence.
Student comprehends the read work of art; logically structures it with a cloud
of words; clearly retells the content based on keywords; identifies the main
components and semantic accents with a word cloud.</p>
      <p>Student analyzes the work based on words read with the help of a cloud. Based
on keywords – characteristics of the literary hero builds his dialogue with the
character of the work of art, the writer. Determines the main idea of the work,
analyzes the artistic means.</p>
      <p>Based on the associations of the work with the cloud of words, the student
formulates his own opinion about what is read, creates his own statements on
the content of what is read. Based on keywords one can predict what will be
discussed in the new text. Creates your own visual media products based on
the read text.</p>
      <p>Student understands the values reflected in the literature. Based on a cloud
of words, it creates a review of a read children’s book.</p>
      <p>According to the defined criteria and their indicators we will define levels of results of reading
activity of younger schoolboys who worked at lessons of literary reading with clouds of words.</p>
      <p>Cognitive criterion of reading results. The high level is determined by a balanced understanding
of the read work. The student, guided by a cloud of words, logically structures the content of
the work, clearly retells the content based on keywords. The student emphasizes the important
points of the work of art with a cloud of words. Suficient level is characterized by understanding
of the read work, the ability to logically structure the work. Acceptable inaccuracies in the
translation of the content. Understanding of key words and events in the work. The average
level is determined by students who make significant mistakes in determining the structure of
the content of the work, the translation of the work. Keywords from the word cloud do not
help to identify important accents in the work. A low level indicates a lack of understanding of
what is being said in the work. The word cloud does not help the student to navigate in the key
points of the read text.</p>
      <p>Analytical criterion. The high level determines the ability of the junior student to analyze
the work, mainly to determine the theme and idea of the work of art, to characterize the main
characters, artistic means, emotions and feelings. The student easily creates word clouds based
on what he has read. Based on key words – characteristics the student without obstacles builds
a dialogue with the heroes of the work of art, the writer. Determines the main idea of the work,
analyzes the artistic means. It is easy to navigate in certain categories of analysis if it is possible
to use a word cloud. A suficient level is characterized by the student’s ability to analyze a work
of art with minor errors and to form word clouds based on the analysis. Using the keywords of
a balanced list, characterizes and establishes a dialogue with literary heroes. Focuses on word
cloud hints. The average level is determined by gross errors in the analysis of the work of art
and features of its poetics (characters, events, theme, idea, etc.). It is dificult for a student to
use a cloud of words in analytical activities. A low level indicates the dificulty experienced
by the student in formulating opinions about what he has read. The student cannot match the
work to the visual content.</p>
      <p>Communicative criterion. The high level is determined by the fact that the student carefully
and meaningfully formulates his own opinion about what is read, actively without hindrance
produces his own statements on the content of what is read. Based on keywords determines
the content of unknown text. Creates his own word clouds based on the read text to determine
the main idea of the work, to reproduce an important event or literary portraits, or landscapes,
etc. Suficient level is characterized by the logic of formulating an opinion about what is read,
the ability to create their own statements with minor errors on the content of what is read.
One has little dificulty in identifying keywords to create a cloud of words by reading. The
average level is determined by the desire to express their own opinions about the read work, but
there are dificulties in formulation. The utterances do not fully understand the text read, the
keywords do not help to accurately reproduce the characteristics of the characters, the events of
the work of art. The low level indicates a lack of understanding of the literary text to formulate
a complete idea of what is read and create several key words to emphasize the main idea of the
work.</p>
      <p>Reflexive criterion. A high level is determined by a deep perception and understanding of
the values reflected in the literature, the ability to defend them in discussion. Based on the
associations of the read with the word cloud, the student creates a review of the read children’s
book, determines its value for himself. A suficient level is characterized by an understanding
of the values reflected in the work, the ability to create feedback on the read work or book with
minor flaws. The middle level is characterized by an understanding of the values of the work,
but the student has dificulty in compiling a response to what is read. A low level indicates a
partial understanding of the values reflected in the work.</p>
      <p>Research of reading activity of junior schoolchildren with the use of word cloud were
conducted in the Kyiv gymnasium of oriental languages No. 1. Student of 3rd-4th grades of primary
school took part: experimental classes (EC) – 128 students; control classes (CC) – 129 students).
Comparison of the results of reading activities of EC and CC students are shown in table 2.</p>
      <p>The study confirmed the efectiveness of the visualized content of the work in the form of a
weighted list of keywords (figure 3, 4).</p>
      <p>Thus, in our opinion, the use of cloud services in reading lessons during the organization of
reading activities has several advantages:
• formation of the ability to work with media products, development of communication
skills, creative approach;
• methodological advantages (expanding the possibilities of providing educational
information, creating heuristic conditions for organizing the study of a work of art);
• activation of creative thinking processes, promotion of its divergence, in particular
originality, initiative, ingenuity of junior schoolchildren;
• development of creative activity of students, which is determined by the ability to generate
ideas, discover new ones;
• the opportunity to involve in the analysis of the work of art the maxi-mum number
of students, increase productivity and eficiency of reading activities of primary school
children;</p>
      <p>• development of cognitive interests, strengthening the motivation of reading, creating a
positive mood and a situation of success in the lesson of literary reading;
• ease of demonstration (on the website or in the blog, printed as didactic material, on
interactive whiteboards, etc.).</p>
    </sec>
    <sec id="sec-3">
      <title>3. Conclusions and prospects for further research</title>
      <p>The study tested the use of the electronic resource WordArt in primary school – a site for
creating a “word cloud” and proved its efectiveness in reflection, as well as creating an image
of the main idea of the lesson, general conversation, use as didactic material. A word cloud or
a visual reproduction of a list of words of a certain topic on one common image allows one
to create a situation of success in the lesson, to intensify the work of all participants in the
educational process, promotes better learning.</p>
      <p>The authors investigated the use of the service in the lesson of literary reading during the
organization of reading activities in the following areas: in the “cloud of words” to encrypt the
topic of the lesson; using the cloud as visual material or as basic information to explain new
material; encrypt certain words from the text in the cloud, students’ task to guess the work;
create a cloud of words of positive and negative characters of the work; write a story on the
topic; create an “encrypted postcard” to the writer or hero of the work.</p>
      <p>In the course of experimental work, the efectiveness of the use of this didactic tool in the
lessons of literary reading in primary school during the analysis of texts in order to identify the
most important associations of students was confirmed.</p>
      <p>The study proved the advantages of this service: one can add words to the cloud both manually
and using links; the ability to change the shape of the cloud and other parameters to one’s
liking; display selected words in a certain color; free download of ready-made “clouds” from the
resource. We consider the disadvantage of the dificulty in the use of primary school students
of foreign language services without special training.</p>
      <p>The authors of the article see prospects for future research in the development of didactic
materials for literary reading for students at the New Ukrainian School [29] with the use of
the word cloud, finding opportunities for the use of cloud technologies in the language and
literature of primary education.
online class by leveraging word clouds, Nurse educator 46 (2021) 110. doi:10.1097/NNE.
0000000000000912.
[12] Y. Wang, K. Sumiya, Dynamic word clouds: Context-based word clouds of presentation
slides for quick browsing, Frontiers in Artificial Intelligence and Applications 254 (2013)
108–117. doi:10.3233/978-1-61499-262-2-108.
[13] N. Zan, B. U. Zan, F. İ. Morgil, The word cloud illustration of the cognitive structures of
teacher candidates about education concept, Smart Innovation, Systems and Technologies
41 (2015) 357–370. doi:10.1007/978-3-319-19875-0_32.
[14] N. P. Franchuk, Modern educational environment, New computer technology 17 (2019)
7–11. URL: https://ccjournals.eu/ojs/index.php/nocote/article/view/937.
[15] S. H. Lytvynova, Cloud-oriented learning environment of secondary school, CEUR</p>
      <p>Workshop Proceedings 2168 (2017) 7–12. URL: http://ceur-ws.org/Vol-2168/paper2.pdf.
[16] M. V. Popel, M. P. Shyshkina, The areas of educational studies of the cloud-based learning
systems, CEUR Workshop Proceedings 2433 (2019) 159–172.
[17] A. V. Damniskaya, Cloud based platforms, tools and services, New computer technology
17 (2019) 12–24. URL: https://ccjournals.eu/ojs/index.php/nocote/article/view/938.
[18] M. M. Sheina, The use of SMART-boards the lessons in elementary school, New computer
technology 17 (2019) 175–178. URL: https://ccjournals.eu/ojs/index.php/nocote/article/
view/962.
[19] T. B. Shustakova, Formation of cognitive independence of students using Google services,
New computer technology 17 (2019) 179–186. URL: https://ccjournals.eu/ojs/index.php/
nocote/article/view/963.
[20] O. Kaser, D. Lemire, Tag-cloud drawing: Algorithms for cloud visualization, 2007.</p>
      <p>arXiv:cs/0703109.
[21] L. I. Bilousova, N. V. Zhytienova, Cloud services as an efective visualization tool, New
computer technology 17 (2019) 25–30. URL: https://ccjournals.eu/ojs/index.php/nocote/
article/view/939.
[22] R. K. Makhachashvili, S. I. Kovpik, A. O. Bakhtina, E. O. Shmeltser, Technology of poetry
presentation via Emoji Maker platform: Pedagogical function of graphic mimesis, CEUR
Workshop Proceedings 2643 (2020) 264–280. URL: http://ceur-ws.org/Vol-2643/paper15.
pdf.
[23] R. K. Makhachashvili, S. I. Kovpik, A. O. Bakhtina, N. V. Morze, E. O. Shmeltser, Perception
and interpretation of emoji in the pedagogical process: aposterior features of artificial
digital language, in: S. Semerikov, V. Osadchyi, O. Kuzminska (Eds.), Proceedings of the
Symposium on Advances in Educational Technology, AET 2020, University of Educational
Management, SciTePress, Kyiv, 2022.
[24] S. Jayashankar, R. Sridaran, Superlative model using word cloud for short answers
evaluation in eLearning, Education and Information Technologies 22 (2017) 2383–2402.
doi:10.1007/s10639-016-9547-0.
[25] S. Ram, Tag cloud application and information retrieval system: Visualisation to
create information literacy, DESIDOC Journal of Library &amp;; Information
Technology 35 (2015). URL: https://publications.drdo.gov.in/ojs/index.php/djlit/article/view/8036.
doi:10.14429/djlit.35.1.8036.
[26] R. Godwin-Jones, Tag clouds in the blogosphere: Electronic literacy and social networking,
Language Learning &amp; Technology 10 (2006) 8–15. URL: https://www.learntechlib.org/p/
74470.
[27] E. V. Kalinkina, Oblako slov kak sredstvo povysheniya poznavatel’noj aktivnosti v processe
obucheniya mladshih shkol’nikov [Word cloud as a means of increasing cognitive activity
in the learning process of primary schoolchildren], 2020. URL: https://www.1urok.ru/
categories/10/articles/29527.
[28] O. V. Vashulenko, Chytatska kompetentnist molodshoho shkoliara: teoretychnyi aspekt
[Reading competence of junior schoolchildren: theoretical aspect], Pochatkova shkola
(2011) 48–50.
[29] I. A. Kravtsova, A. O. Kravtsova, V. A. Hamaniuk, O. S. Bilozir, A. V. Voznyak, Development
of professional competence of primary school teachers of the New Ukrainian School in
the aspect of foreign language teaching, in: S. Semerikov, V. Osadchyi, O. Kuzminska
(Eds.), Proceedings of the Symposium on Advances in Educational Technology, AET 2020,
University of Educational Management, SciTePress, Kyiv, 2022.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [1]
          <string-name>
            <given-names>E. H.</given-names>
            <surname>Fedorenko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. Y.</given-names>
            <surname>Velychko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. V.</given-names>
            <surname>Stopkin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. V.</given-names>
            <surname>Chorna</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. N.</given-names>
            <surname>Soloviev</surname>
          </string-name>
          ,
          <article-title>Informatization of education as a pledge of the existence and development of a modern higher education</article-title>
          ,
          <source>CEUR Workshop Proceedings</source>
          <volume>2433</volume>
          (
          <year>2019</year>
          )
          <fpage>20</fpage>
          -
          <lpage>32</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [2]
          <string-name>
            <given-names>T.</given-names>
            <surname>Gottron</surname>
          </string-name>
          ,
          <article-title>Document word clouds: Visualising web documents as tag clouds to aid users in relevance decisions</article-title>
          ,
          <source>Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5714 LNCS</source>
          (
          <year>2009</year>
          )
          <fpage>94</fpage>
          -
          <lpage>105</lpage>
          . doi:
          <volume>10</volume>
          .1007/978-3-
          <fpage>642</fpage>
          -04346-8_
          <fpage>11</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [3]
          <string-name>
            <given-names>A.</given-names>
            <surname>deNoyelles</surname>
          </string-name>
          ,
          <string-name>
            <given-names>B.</given-names>
            <surname>Reyes-Foster</surname>
          </string-name>
          ,
          <article-title>Using word clouds in online discussions to support critical thinking and engagement</article-title>
          ,
          <source>Online Learning Journal</source>
          <volume>19</volume>
          (
          <year>2015</year>
          ). doi:
          <volume>10</volume>
          .24059/olj.v19i4.
          <fpage>528</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          [4]
          <string-name>
            <given-names>S.</given-names>
            <surname>Jayashankar</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Sridaran</surname>
          </string-name>
          ,
          <article-title>Superlative model using word cloud for short answers evaluation in eLearning</article-title>
          ,
          <source>Education and Information Technologies</source>
          <volume>22</volume>
          (
          <year>2017</year>
          )
          <fpage>2383</fpage>
          -
          <lpage>2402</lpage>
          . doi:
          <volume>10</volume>
          .1007/s10639-016-9547-0.
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [5]
          <string-name>
            <given-names>S.</given-names>
            <surname>Jayashankar</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Sridaran</surname>
          </string-name>
          ,
          <article-title>Moving word cloud from visual towards text analysis to endow elearning, Institute of Electrical and Electronics Engineers Inc</article-title>
          .,
          <year>2016</year>
          , pp.
          <fpage>3493</fpage>
          -
          <lpage>3498</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          [6]
          <string-name>
            <given-names>N. V.</given-names>
            <surname>Olefirenko</surname>
          </string-name>
          ,
          <string-name>
            <given-names>I. I.</given-names>
            <surname>Kostikova</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N. O.</given-names>
            <surname>Ponomarova</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K. O.</given-names>
            <surname>Lebedieva</surname>
          </string-name>
          ,
          <string-name>
            <given-names>V. M.</given-names>
            <surname>Andriievska</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A. V.</given-names>
            <surname>Pikilnyak</surname>
          </string-name>
          ,
          <article-title>Training elementary school teachers-to-be at Computer Science lessons to evaluate e-tools</article-title>
          ,
          <source>CEUR Workshop Proceedings</source>
          <volume>2643</volume>
          (
          <year>2020</year>
          )
          <fpage>578</fpage>
          -
          <lpage>591</lpage>
          . URL: http://ceur-ws.
          <source>org/</source>
          Vol-
          <volume>2643</volume>
          /paper34.pdf.
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          [7]
          <string-name>
            <given-names>R. K.</given-names>
            <surname>Philip</surname>
          </string-name>
          ,
          <article-title>Word cloud analysis and single word summarisation as a new paediatric educational tool: Results of a neonatal application</article-title>
          ,
          <source>Journal of Paediatrics and Child Health</source>
          <volume>56</volume>
          (
          <year>2020</year>
          )
          <fpage>873</fpage>
          -
          <lpage>877</lpage>
          . doi:
          <volume>10</volume>
          .1111/jpc.14760.
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          [8]
          <string-name>
            <given-names>M. P.</given-names>
            <surname>Shyshkina</surname>
          </string-name>
          ,
          <article-title>Service models of the cloud-based learning environment of the educational institution</article-title>
          ,
          <source>CEUR Workshop Proceedings</source>
          <volume>2168</volume>
          (
          <year>2017</year>
          )
          <fpage>1</fpage>
          -
          <lpage>6</lpage>
          . URL: http://ceur-ws.
          <source>org/</source>
          Vol-
          <volume>2168</volume>
          /paper1.pdf.
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          [9]
          <string-name>
            <given-names>D. J.</given-names>
            <surname>Skiba</surname>
          </string-name>
          ,
          <article-title>Bloom's digital taxonomy and word clouds</article-title>
          ,
          <source>Nursing Education Perspectives</source>
          <volume>34</volume>
          (
          <year>2013</year>
          )
          <fpage>277</fpage>
          -
          <lpage>280</lpage>
          . doi:
          <volume>10</volume>
          .5480/
          <fpage>1536</fpage>
          -5026-
          <issue>34</issue>
          .4.277.
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          [10]
          <string-name>
            <given-names>A.</given-names>
            <surname>Stott</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Zamoyski</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            <surname>Alberti</surname>
          </string-name>
          ,
          <article-title>Word clouds: presenting student feedback to clinical teachers</article-title>
          ,
          <source>Medical Education</source>
          <volume>52</volume>
          (
          <year>2018</year>
          )
          <fpage>1208</fpage>
          -
          <lpage>1209</lpage>
          . doi:
          <volume>10</volume>
          .1111/medu.13726.
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          [11]
          <string-name>
            <given-names>J.</given-names>
            <surname>Viveiros</surname>
          </string-name>
          ,
          <string-name>
            <given-names>K.</given-names>
            <surname>Medeiros</surname>
          </string-name>
          ,
          <article-title>Engaging students in clinical reasoning during a synchronous</article-title>
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>