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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>ProfIT AI</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>Involvement of information technologies for the startup online course for learning the English language</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Kyryl Korobchynskyi</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Anastasiia Berestenko</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Kharkiv National Aerospace University 'KhAI'</institution>
          ,
          <addr-line>17, Chkalov str., 61070 Kharkiv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2023</year>
      </pub-date>
      <volume>3</volume>
      <fpage>20</fpage>
      <lpage>22</lpage>
      <abstract>
        <p>The modern educational landscape is evolving with the integration of information technology and intelligent communication tools. This article explores the role of these technologies in creating and developing online English language courses. It delves into technological aspects, content development, intelligent technologies for learning improvement, and student engagement. The study identifies various platforms, tools, and methodologies for optimizing the online learning experience. It also emphasizes the importance of incorporating data analytics, security, and personalized learning to enhance educational outcomes. Furthermore, the article discusses the implementation and startup launch strategies, drawing inspiration from methodology for agile startup. Overall, this research aims to provide valuable insights into leveraging technology for effective English language learning in the digital age.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Information technology</kwd>
        <kwd>intelligent communication technologies</kwd>
        <kwd>educational environment</kwd>
        <kwd>online education</kwd>
        <kwd>course quality</kwd>
        <kwd>technology in education</kwd>
        <kwd>English language learning</kwd>
        <kwd>intelligent technologies</kwd>
        <kwd>1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>The modern educational landscape is undergoing significant changes due to the active use of
information technology and intelligent communication technologies. The increasing relevance of
these tools in the educational environment creates opportunities for innovation and improving
the quality of learning.</p>
      <p>Contemporary society is experiencing profound changes due to the proliferation of
information technology. The Internet, mobile applications, virtual reality, and other innovative
tools have already changed the way people acquire and exchange knowledge. In the modern
educational environment, the relevance of using these technologies becomes particularly
important.</p>
      <p>
        As highlighted by Adair and Shattuck [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ], ensuring quality while creating and innovating in
online education is essential for the continuous improvement of the learning experience.
Evaluating online course quality, as discussed in their study, offers valuable insights into the
implementation of course quality standards.
      </p>
      <p>
        Additionally, Bazluki, Gyabak, and Uderman [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ] emphasized the significance of instructor
feedback on a formal online course quality assurance review process. Their research in the Online
Journal of Distance Learning Administration underscores the importance of quality assurance in
online education.
      </p>
      <p>
        Shank [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ] noted that online course quality assurance involves using evaluations and surveys
to enhance online teaching and learning. Such practices are essential in the modern educational
landscape, where technology plays a pivotal role in shaping the learning environment.
      </p>
      <p>
        The article by Shanshan Shang [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ] identified 50 factors that affect the quality and relevance of
any online course. Let's highlight the key aspects of relevance:
• Accessibility: Information technology makes education more accessible, allowing
students from different parts of the world to learn online and receive a quality education.
• Interactivity: Information technology allows the creation of interactive lessons and
assignments that engage students and improve learning outcomes.
• Adaptability: Thanks to intelligent systems, courses can adapt to the needs of each
student, providing an individualized approach.
• Analytics: Real-time data analysis allows for improving the learning process and
achieving better student results.
      </p>
      <p>
        In accordance with the article by R. Raja and P. C. Nagasubramani [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ], research in the field of
the influence of modern technologies on education underscores the importance of innovations in
teaching.
      </p>
      <p>The aim is to research and analyze the integration of modern information and intelligent
communication technologies in the context of creating and developing online courses for learning
the English language.</p>
      <p>The main research objects include:
• Technological Aspects of Course Creation: Investigating the selection of technical
platforms and tools for creating and managing online courses.
• Development of Course Content and Structure: Analyzing the methodology for selecting
and organizing educational materials, as well as developing interactive modules and
virtual sessions for learning the English language.
• Intelligent Technologies for Enhanced Learning: Researching the use of intelligent
recommendation systems and data analytics to improve the learning process.
• Student Engagement and Interaction: Exploring methods of motivating students through
information technology and employing interactive assignments and forums to facilitate
discussion and knowledge exchange.
• Startup Implementation and Launch: Preparing the course for launch and marketing to
attract initial users.
• Course Evaluation and Enhancement: Measuring student success and course
effectiveness, as well as seeking innovative solutions to improve the course.</p>
      <p>This research approach will allow for a deeper examination of the role of information and
intelligent technologies in the educational process and their impact on learning outcomes.</p>
      <p>
        Figure 1 [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ] displays various technologies that can be utilized in the creation of online
courses. Research has unveiled various educational technologies designed to enhance learning
outcomes. One such technology focuses on personalized learning, tailoring educational materials
and assignments to individual student needs for more effective learning. Information and
computer technologies are employed for information management and communication, utilizing
web platforms, databases, and electronic resources.
      </p>
      <p>Another area of technological intervention aims at fostering critical thinking skills through
interactive assignments, discussions, and text analysis. Interactive learning technology engages
students actively through methods like virtual labs, games, and video conferencing. Game
technologies leverage the use of games to stimulate interest, create competitions, and develop
skills.</p>
      <p>
        Project-based learning technology incorporates real projects to apply knowledge and skills in
practical tasks, while design technology focuses on creating engaging educational materials,
websites, and interfaces to facilitate user engagement [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ].
      </p>
    </sec>
    <sec id="sec-2">
      <title>2. Technological Aspects of Creating an Online Course</title>
      <p>
        Modern information technologies have become an essential component of the educational
process. They provide new opportunities for learning and student development, making the
process more efficient and engaging. Many researchers have explored the use of various
information technologies in online courses for learning the English language, and various
platforms like OPEN edX [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ], LSM MOODLE, and more are available.
      </p>
      <p>Research indicates that technology has significantly impacted the landscape of English
language learning. Online platforms like Duolingo, Babbel, and Rosetta Stone offer interactive and
gamified lessons, leveraging technology for engaging and personalized learning experiences.
Mobile apps such as Memrise, FluentU, and HelloTalk enable on-the-go language learning with
features like speech recognition and cultural insights.</p>
      <p>Educational software, learning management systems, and virtual reality/augmented reality
technologies have been implemented to create immersive learning environments. These tools
simulate real-life situations for language practice and provide opportunities for interactive
experiences. Speech recognition technology, exemplified by Google's Speech-to-Text and Apple's
Siri, aids learners in practicing pronunciation with accurate feedback.</p>
      <p>Online tutoring platforms like iTalki and Preply connect learners with native-speaking tutors
for personalized one-on-one instruction through video calls. The shift to digital textbooks and
ebooks allows for interactive exercises, multimedia content, and easy access to additional
resources.</p>
      <p>Gamification strategies are incorporated into language learning apps to make the process
enjoyable, with features such as point systems, challenges, and progression through levels.
Adaptive learning systems, utilizing data analytics and AI, tailor learning experiences to
individual students by adjusting content and difficulty based on progress and performance.</p>
      <p>Social media platforms and online communities play a role in language learning, providing
opportunities for language exchange and connecting learners with English speakers worldwide.
Overall, these technological advancements contribute to a dynamic, accessible, and personalized
approach to English language learning, accommodating diverse learning styles and preferences.</p>
      <p>Figure 2 illustrates how important it is to thoroughly study the capabilities and limitations of
each technical platform and tool to ensure an optimal learning process for students and
interaction with instructors during the creation and management of an online course.</p>
      <p>In the realm of constructing a bespoke online educational module, an array of methodologies
and tools beckons exploration. Webinars emerge as synchronous, real-time platforms, facilitating
interactive lectures and immediate student engagement. Recorded lessons, whether
disseminated through platforms like YouTube or integrated within Learning Management
Systems (LMS) such as Moodle, offer a versatile avenue for asynchronous content consumption.</p>
      <p>Podcasts, as auditory supplements, provide an auditory dimension to course delivery,
accessible through popular platforms like Apple Podcasts or Spotify. Specialized online course
platforms, exemplified by Teachable and Thinkific, present integrated solutions for content
creation, video management, and transactional functionalities.</p>
      <p>Content creation tools such as Camtasia and Adobe Captivate extend capabilities to produce
interactive video lessons, screencasts, and simulated scenarios. Learning Management Systems
like Moodle and Canvas afford a structured approach, incorporating tools for content delivery,
assessments, and student progress tracking.</p>
      <p>Interactive eLearning authoring tools, such as Articulate Storyline and Lectora, empower
educators to design engaging and participatory eLearning experiences. Slide presentation
software, typified by Microsoft PowerPoint and Google Slides, lends itself to the creation of linear
courses, convertible into various formats.</p>
      <p>Content Management Systems like WordPress, in tandem with plugins like LearnDash, offer a
dynamic solution for those desiring a dedicated website for their course, integrating management
functionalities seamlessly. Social media platforms, exemplified by Facebook Groups or
specialized forums, serve as conduits for discourse and community development among course
participants.</p>
      <p>
        The nuanced selection and amalgamation of these tools and methodologies contribute to the
intricate architecture of an online course, offering educators a diverse toolkit for crafting
pedagogically rich and technologically refined learning experiences[
        <xref ref-type="bibr" rid="ref9">9</xref>
        ].
      </p>
    </sec>
    <sec id="sec-3">
      <title>3. Development of Course Content and Structure</title>
      <p>
        A holistic assessment goes beyond course design it acknowledges the nuances that make a
course unique, including input and contributions from students, developments in the field of
study, and current events. Most valuable are student’s perceptions of their learning and of the
course experience. A good course assessment considers the course over a period of time, and
considers interactions between instructor and students, students and students, all of which
create artifacts that can be studied and analyzed this is shown in the Figure 3[
        <xref ref-type="bibr" rid="ref10">10</xref>
        ]. Artifacts might
include, emails or forum posts of student questions, dialogue within forums, feedback from group
interaction, end-of-course student surveys, LMS reports on student interaction patterns, student
assignment results, and more. Course artifacts give valuable clues to a course’s quality, more so
when collected from two or more course iterations and analyzed collectively.
      </p>
      <p>The efficacy in crafting an online English language learning course is intricately tied to the
methodological precision applied in the curation and arrangement of educational materials. This
intricate process unfolds through a sequence of pivotal stages.</p>
      <p>Commencing with a meticulous analysis of the target audience, the cohort identified comprises
individuals characterized by a dearth of prior experience in English acquisition. This
demographic spans a spectrum of ages, each harboring distinct purposes, be it oriented towards
travel or general communication, and varied linguistic needs.</p>
      <p>The focal point of the A1 level course lies in endowing students with foundational English
language proficiencies tailored for commonplace communicative exigencies. Objectives span the
execution of dialogues, the comprehension of uncomplicated textual content, and the adept
deployment of English in commonplace scenarios, such as within retail establishments or amidst
of airport environments.</p>
      <p>The structural framework of the course emerges as a nuanced design, featuring 12 units, each
subdivided into three sections. This segmentation serves to unravel the complexities of novel
vocabulary, grammatical constructs, and the contextual relevance of situational applications. The
pedagogical approach shuns unnecessary intricacy, opting instead for a easily assimilable
graphical elements, instructional aids, auditory components, and video content. This
amalgamation creates an interactive enclave meticulously tailored for novice learners, with
speaking exercises assuming a performative dimension, enhanced by engaging playing activities.</p>
      <p>The corpus of educational materials is orchestrated through interactive textbooks and online
resources, meticulously calibrated to cater to the developmental needs of beginners. This
collection features concise textual excerpts, videos, and audio clips infused with the linguistic
sophistication characteristic of the A1 proficiency level.</p>
      <p>The narrative extends beyond mere curriculum, embarking upon a multifaceted exploration
of task diversity. This journey encompasses listening, reading, writing, and oral exercises, thereby
affording students opportunities for experiential engagement through playing scenarios,
collaborative pair work, and intellectually stimulating group projects.</p>
      <p>A fundamental tenet of the course architecture is the imperative of accessibility, ensuring
inclusivity for all participants, irrespective of constraints or special needs.</p>
      <p>Finally, within the domain of assessment and updates, the course metamorphoses into a
dynamic entity, perpetually evolving and adapting to the dynamic landscape of language
acquisition. This iterative process stands as a testament to the commitment to sustaining not just
efficacy but perpetuating relevance throughout the academic journey.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Intelligent technologies to improve learning</title>
      <p>Using intelligent technologies to improve education involves the implementation of various
innovations, including high-level security, speech recognition technology, automation of routine
tasks, and the use of intelligent chatbots (Figure 4). Let's consider the aspects of this approach:
• Extracting data: Intelligent learning systems can analyze students' behavior and progress,
providing personalized tasks and recommendations. High-level security ensures the
protection of students' personal data.
• Digital assistants: Predicting student success: Intelligent technologies can use data about
students, their achievements, and activity to predict their success and timely identify
problems, offering personalized recommendations regarding courses, materials,
assignments, or teaching methods.
• Predictive analytics: Text analysis technologies can help teachers and students quickly
find and understand information in educational materials. Data analytics can assist in
tracking students' progress in real-time, identifying trends and weaknesses, enabling
teachers and administrators to respond promptly to students' needs.
• Content creation: Intelligent testing systems can automatically generate questions,
conduct tests, and provide assessment results. This allows teachers and students to assess
knowledge and skills efficiently without a significant amount of manual work.</p>
      <sec id="sec-4-1">
        <title>High level of security</title>
      </sec>
      <sec id="sec-4-2">
        <title>Natural</title>
      </sec>
      <sec id="sec-4-3">
        <title>Language</title>
      </sec>
      <sec id="sec-4-4">
        <title>Processing</title>
        <sec id="sec-4-4-1">
          <title>Extracting data</title>
        </sec>
        <sec id="sec-4-4-2">
          <title>Content creation</title>
        </sec>
        <sec id="sec-4-4-3">
          <title>Digital</title>
          <p>assistants</p>
        </sec>
        <sec id="sec-4-4-4">
          <title>Predictive analytics</title>
        </sec>
      </sec>
      <sec id="sec-4-5">
        <title>Automation of routine tasks</title>
      </sec>
      <sec id="sec-4-6">
        <title>Intelligent chatbots</title>
        <p>The use of intelligent technologies and data analytics to enhance education can significantly
simplify the teaching and learning process, providing greater efficiency, personalization, and
improving students' outcomes.</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>5. Results</title>
      <p>The primary purpose of creating measurement tools for an online course is to address the
issue related to specifying learning outcomes. The specification process involves several stages,
which can be seen in the schematic representation in Figure 5. Importantly, this applies not only
to English language courses but also to all online courses.</p>
      <p>General
educational
goal</p>
      <p>Planned
learning
outcome</p>
      <p>Diagnosable
learning
result</p>
      <p>When we consider the future achievements of students, they begin to take shape in the
teacher's consciousness against the backdrop of the subject matter they are teaching, and the test
material takes on its structure. Of course, the chosen assessment methods play a significant role
in this process because not every aspect of the subject and every form of learning can be reflected
in knowledge assessment tools, most commonly in the form of test assignments.</p>
      <p>Among the requirements for planned learning outcomes, they typically include a system of
mastered subjects, a description of types of educational activities, and the quality of mastering
educational materials.</p>
      <p>E-learning systems can collect a large amount of information about students' behavior during
online course learning, their choices, and achievements. After processing this data using
specialized methods, it is possible to obtain information about the difficulty of tasks in the course,
considering how much time a user spends on their completion and how many attempts are
needed; about the quality of the material, considering the time a student spends on mastering
sections of the online course and the number of page revisits.</p>
      <p>Conclusions about the activity of users in the learning process can be drawn by tracking data
on their visits and analyzing their emotional reactions in feedback. One of the key conditions for
building trust in e-learning, both from the students' perspective and educational institutions, is
ensuring the quality control of electronic educational courses. Legislative support will contribute
to the improvement of mechanisms to protect students from low-quality online courses and serve
as a motivational system for developers of online courses, aimed at enhancing and improving
eeducation.</p>
      <p>E-learning is an integral part of modern education, and the evaluation of electronic educational
courses is a mandatory element of this process. Various approaches and a limitless number of
quality indicators and criteria can be used during the evaluation. However, it's important to
consider only those that are meaningful to the expectations of the participants in the learning
process. In practical activities, both existing systems, such as those used during accreditation or
certification, and proprietary quality assessment systems can be employed.</p>
      <p>The algorithm for creating your own evaluation system includes the following stages:
1. Identifying the factors that influence quality.
2. Transforming the identified factors into indicators or groups of indicators.
3. Defining criteria for calculating the indicators.
4. Establishing the significance or weight of each indicator or group.
5. Verifying the correctness of the created system.</p>
      <p>Considering these fundamental stages for conducting English language training, an
educational course was developed based on the Moodle LMS (Learning Management System), as
shown in Figure 8.</p>
      <p>To ensure effective monitoring of students' progress and the evaluation of the quality of the
English language course, educational tests have been developed. These tests serve as a means of
measuring students' comprehension and mastery of the material. However, their role in the
context of education goes beyond assessing students; they also play a crucial role in determining
the overall effectiveness of the educational course.</p>
      <p>Analyzing the results of these tests allows us not only to assess the level of material mastery
by students but also to gain a deeper understanding of how effective the course itself is. The
insights we obtain from this analysis provide vital answers regarding how well the course is
fulfilling its purpose, namely, facilitating students' learning of the English language.</p>
      <p>This analysis enables the identification of strengths and weaknesses in the educational process
and offers opportunities for further enhancement. It is essential to consider the test results as a
tool to provide students with the best educational experience and to determine ways to improve
the educational course.</p>
      <p>On Figure 9, it can be noted that the learning process of the first topic of this course has been
completed by most students and, in general, at a relatively high level. Specifically, even on the
first attempts, the "Average Score on First Attempts" is 78.8%.</p>
    </sec>
    <sec id="sec-6">
      <title>6. Conclusion</title>
      <p>The paper underscores the modern educational landscape is undergoing a transformation thanks
to the use of information technologies. The use of these technologies in the creation and
improvement of online courses for learning the English language makes learning more accessible
and effective.</p>
      <p>The model shows that the introduction of intelligent technologies, such as high levels of
security, speech recognition technology, automation of routine tasks and intelligent chatbots, can
improve learning. And use this approach as a startup for English courses.</p>
      <p>Based on the presented model, a training course on teaching English was developed. The
course involves tutors/teachers leading classes for groups of students. The learning process can
provide data analysis to improve education. This allows you to track student progress in real time.
Teachers and administrators are given tools to quickly identify student trends and weaknesses,
allowing them to respond to student needs and improve learning. Make grading easier and
improve your course. Also, in the learning process, artifacts have been identified that can be used
to improve the quality of learning, increase efficiency and personalize learning: all these
innovations help increase the speed of learning, which is very relevant today.</p>
      <p>For operation, a web server with Moodle LMS was deployed, which allows you to create and
improve online courses taking into account intelligent technologies and data analysis, not limited
to what is presented in this article.</p>
      <p>As can be seen from the training results, the first thematic block of the course was successfully
completed by the majority of students with high grades. This proves the effectiveness of the
approach used in the course.</p>
    </sec>
  </body>
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