scholarly journals Using Voice Recognition in E-Learning System to Reduce Educational Inequality During Covid-19

2021 ◽  
Vol 11 (04) ◽  
pp. 01-16
Author(s):  
Vladimir Tregubov
Keyword(s):  
Artificial Intelligence ◽  
Educational Inequality ◽  
Voice Recognition ◽  
Traditional Education ◽  
Educational Process ◽  
Learning System ◽  
Educational Institutions ◽  
Inequality In Education ◽  
E Learning ◽  
Online Format

During the COVID -19 pandemic, educational institutions around the world faced problems that have to do with the frustration of students for whom traditional education has been replaced by the online format. Students are experiencing technical difficulties in the digitalization of education. International monitoring of education systems has shown that quite a few countries were ready to move to distance learning, both for technical and economic reasons. The covid pandemic has caused an increase in educational inequality. Elearning systems were expected to reduce inequality in education, but empirical research has shown that learning in this format not only does not reduce, but can increase inequality, increasing the gap in educational outcomes between students with different socioeconomic status. The article describes applications of using voice recognition technology based on artificial intelligence which, by our opinion, may reduce educational inequality during covid-19. We presented a comparative analysis of existing examples artificial intelligence in the educational process. Artificial intelligence uses in specialized software it makes educational process more convenient for both the students and the teachers. There is a description of an application “Academic phrase bank" developed by author. The application consists of two specialising actions for Google assistant. The application allows to increase academic vocabulary, train of creating grammatically correct academic expressions, and memorize templates of academic phrases. In active mode, this application helps to create correct phrases of academic English and improve the abilities of understanding English speech.

scholarly journals Development of E-Learning in a Modern Technical University

2021 ◽  
Author(s):  
Sergey Kulik ◽  
◽  
Ivan Aladyshkin ◽  
Svetlana Kalmykova ◽  
Maria Odinokaya ◽  
...  
Keyword(s):  
Professional Training ◽  
Systematic Approach ◽  
Educational Process ◽  
Learning System ◽  
Educational Institutions ◽  
Learning Models ◽  
New Learning ◽  
E Learning ◽  
Coronavirus Infection ◽  
Engineering Personnel

The article is devoted to the increasing role and prospects for the development of e-learning in modern transformation of higher polytechnic education. In the context of preventing the spread of coronavirus infection COVID-19 and the transition of universities to various forms of distance education, this issue is of particular relevance. The aim of the study is to assess the process of introducing e-learning into the educational process of higher technical educational institutions in Russia. The methodological basis of the work was the analytical and systematic approach to the study of the object of research using methods of data systematization, evaluative analysis and forecasting, as well as logical generalization. The authors come to the conclusion that the introduction of e-learning in technical universities in Russia until recently played a supporting role in the reorganization and optimization of the processes of training engineering personnel. The development of e-learning helped to reduce the costs of the educational process, reduce the number of employees, as well as solve the problem of the classroom fund. An important role in the development of e-learning was played by the desire to increase the rating indicators. The desire to expand non-budgetary sources of funding for modern technical universities and the possibility of implementing new learning models were only additional incentives for expanding the e-learning system. The results of this study can be used in further studying the digitalization of higher education and assessing the prospects for the development of professional training in Russia.

scholarly journals DEVELOPMENT OF A MODERN E-LEARNING SYSTEM IN THE UNIVERSITY

2020 ◽  
Vol 2 (1) ◽  
pp. 95-102
Author(s):  
V. M. Kukharenko ◽  
◽  
Keyword(s):  
High Efficiency ◽  
Educational Institution ◽  
Educational Process ◽  
Learning System ◽  
Educational Institutions ◽  
Educational Organization ◽  
The World ◽  
E Learning ◽  
The University ◽  
Distance Courses

This paper analyzes the world sources and considers the evolution of the e-learning system in the world, which are necessary for the formation of the e-learning system of the educational institution. The object of research is modern information pedagogical technologies that change the educational process. Subject of research – various educational technologies (distance, mixed, mobile, micro-) learning that influence the effectiveness of the educational process. The purpose is to identify the main elements that create the global e-learning system and to define the structure of the system for use in educational institutions. It is shown that in the first stage distance courses played the role of delivery of educational materials to the student. The development of web 2.0 technology and the advent of LMS have changed the way we learn. Pedagogical theories, the pedagogical instructional model ADDIE, and the use of Bloom's taxonomy allowed for student collaboration and active communication. The distance learning course is focused on achieving and measuring learning outcomes. In the third stage, all components of the world eLearning system are present: methodical, informational, technological, software and technical, personnel, regulatory, planning and development, monitoring and control. The components of the subsystems are variable in nature. Such a system is the basis for the strategy and tactics of the development of the e-learning system in the educational organization and its structural units. The most important is the planning and development subsystem, which defines the ways of development of the educational organization, the strategy and tactics of development of the e-learning system of the university, the required staff potential and the system of professional development of teachers. For its effective work it is necessary to have trained content curators who follow the most influential content curators of the world. Members of this team provide certification for distance courses in accordance with the organization standard. National Technical University "Kharkiv Polytechnic Institute" conducts systematic work in this area, conducts open distance courses for developers, tutors, content curators and experts for teachers of educational institutions of Ukraine. Developed distance courses that measure the competence of trained professionals ensure high efficiency of dual learning. More than 2,100 teachers of educational establishments of Ukraine have enrolled in the open distance courses, more than 320 teachers have successfully completed the courses.

For an Intelligent E-Learning

2018 ◽  
pp. 297-309
Author(s):  
Utku Kose
Keyword(s):  
Artificial Intelligence ◽  
Critical Point ◽  
Learning Process ◽  
Educational Process ◽  
Educational Institutions ◽  
Educational Activities ◽  
Related Literature ◽  
Learning Content ◽  
E Learning ◽  
The Stability

During a typical e-learning process, there are many different factors that should be taken into consideration to keep the stability of the process or improve the process to get more effective results. Nowadays, employing Artificial Intelligence-based approaches is one of the most popular ways to improve the process and obtain the desired objectives rapidly. In this sense, there are many different kinds of scientific works in order to improve the related literature. However, ensuring control among the performed Artificial Intelligence-based e-learning process is a critical point because there is sometimes a misunderstanding about employing intelligent e-learning process that running intelligent educational tools or materials does not always mean the related e-learning process will improve greatly. In order to ensure that there should be some managerial procedures focused on some aspects of the process, this chapter aims to introduce a managerial model that can be used for especially Artificial Intelligence-supported e-learning content flow in order to improve the educational process. The suggested model is usable for the educational institutions, which focus on especially Artificial Intelligence-oriented e-learning solutions, research works, and educational activities.

scholarly journals E-Learning Critical Success Factors during the COVID-19 Pandemic: A Comprehensive Analysis of E-Learning Managerial Perspectives

2020 ◽  
Vol 10 (9) ◽  
pp. 216 ◽  
Author(s):  
Ammar Y. Alqahtani ◽  
Albraa A. Rajkhan
Keyword(s):  
Critical Success Factors ◽  
Success Factors ◽  
Educational Institution ◽  
Educational Process ◽  
Learning Systems ◽  
Learning System ◽  
Educational Institutions ◽  
Process Data ◽  
Critical Success ◽  
E Learning

During the COVID-19 pandemic, educational institutions were shut down all over the world, which impacted over 60% of students and caused a massive disruption of the education system. The goal of this paper was to identify the critical success factors for E-learning during COVID-19 using the multi-criteria Analytic Hierarchy Process (AHP) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) techniques to enhance the educational process. Data were generated by interviewing 69 E-learning managers in educational institutions during COVID-19 based on defined evaluation criteria and E-learning approaches through several channels. We found that technology management, support from management, increased student awareness to use E-learning systems, and demanding a high level of information technology from instructors, students, and universities were the most influential factors for E-learning during COVID-19. Among the five learning systems, blended learning was the most suitable learning system to practice. These results demonstrated that, regardless of how extraordinary the technology is in an educational institution, the readiness of E-learning execution played a large role in boosting the educational process during the COVID-19 pandemic.

scholarly journals Sustainability Analysis of the E-Learning Education System during Pandemic Period—COVID-19 in Romania

2020 ◽  
Vol 12 (21) ◽  
pp. 9030
Author(s):  
Constantin Aurelian Ionescu ◽  
Liliana Paschia ◽  
Nicoleta Luminita Gudanescu Nicolau ◽  
Sorina Geanina Stanescu ◽  
Veronica Maria Neacsu Stancescu ◽  
...  
Keyword(s):  
Online Learning ◽  
Education System ◽  
Traditional Education ◽  
Educational Process ◽  
Learning System ◽  
Opinion Poll ◽  
Parent Perspective ◽  
Teacher Student ◽  
E Learning ◽  
Short Time

The unprecedented situation of the COVID-19 pandemic has generated radical transformations of the Romanian education system, forcing teachers as well as students to adapt in a short time to new social conditions and to the online learning process. The paper analyzes the sustainability of the e-learning system implemented in Romania during the pandemic, and it is based on an opinion poll based on a questionnaire developed on three levels of schooling (middle school, high school, and university), analyzed from three perspectives, teachers–students–parents, and identifying the possible psychological effects on students, resulting from the corroboration of social isolation with the online continuation of the educational process. Although before the pandemic the e-learning system was rarely used by both students and teachers, the research results indicate that students have accepted online learning, even if they find it less attractive than the traditional education system. From the teacher–student–parent perspective, e-learning is an effective sustainable learning solution in current and future conditions, but it requires good collaboration between parents and teachers, careful monitoring of children’s/students’ behavior to identify and combat possible effects determined by the changing way of learning and of social realities.

Online education empowerment with artificial intelligence tools

2020 ◽  
Vol 25 (2) ◽  
pp. 22-29
Author(s):  
Boichenko A.V. ◽  
◽  
Boichenko O.A. ◽  
Keyword(s):  
Artificial Intelligence ◽  
Online Learning ◽  
Distance Learning ◽  
Online Education ◽  
Educational Process ◽  
Learning System ◽  
Educational Institutions ◽  
External Data ◽  
Types Of Information ◽  
The Impact

The experience of organizing the educational process during the quarantine caused by the COVID-19 pandemic is considered. Using of interactive technologies that allow organizing instant audio communication with a remote audience, as well as intelligent tools based on artificial intelligence that can help educational institutions to work more efficiently. Examples of sufficient use of artificial intelligence in distance learning are given. Particular attention is paid to the development of intelligent chatbots intended for use in communications with students of online courses of educational web portals. The use of technologies of ontology formation based on automatic extraction of concepts from external sources is offered, what can lead to greater acceleration of construction of the intellectual component of chatbots. Artificial intelligence tools can become an essential part of distance learning during this global COVID-19 pandemic. While educational institutions are closed to quarantine and many of them transitioned to distance learning lecturers and schoolteachers, as well as students and schoolchildren faced with the necessity to study in this new reality. The impact of these changes depends on people's ability to learn and on the role that the education system will play in meeting the demand for quality and affordable training. The experience of organizing the educational process at the University of Education Management of the National Academy of Pedagogical Sciences of Ukraine in the quarantine caused by the COVID-19 pandemic showed that higher and postgraduate institutions were mostly ready to move to distance learning. However, most distance learning systems, on whatever platform they are organized, need to be supplemented: the ability to broadcast video (at least ‒ one-way streaming), providing fast transmission of various types of information, receiving instant feedback when voting, polls and more. The structure of each section of the training course for the online learning system should fully cover the training material and meet all the objectives of the course. Appropriate language should be used, and wording, syntax, and presentation of tasks should be considered. One of the areas of application of artificial intelligence technologies in online learning is the use of chatbots which are characterrized by the following properties. It is advisable to use computer ontologies to ensure the intellectualization of chatbots. In this case, the metadata must be understandable to both humans and software and meet the requirements of modern standards in the field of information technology. The extraction of concepts from external data sources was carried out to build the ontology.

For an Intelligent E-Learning

2015 ◽  
pp. 149-160 ◽  
Author(s):  
Utku Kose
Keyword(s):  
Artificial Intelligence ◽  
Critical Point ◽  
Learning Process ◽  
Educational Process ◽  
Educational Institutions ◽  
Educational Activities ◽  
Related Literature ◽  
Learning Content ◽  
E Learning ◽  
The Stability

During a typical e-learning process, there are many different factors that should be taken into consideration to keep the stability of the process or improve the process to get more effective results. Nowadays, employing Artificial Intelligence-based approaches is one of the most popular ways to improve the process and obtain the desired objectives rapidly. In this sense, there are many different kinds of scientific works in order to improve the related literature. However, ensuring control among the performed Artificial Intelligence-based e-learning process is a critical point because there is sometimes a misunderstanding about employing intelligent e-learning process that running intelligent educational tools or materials does not always mean the related e-learning process will improve greatly. In order to ensure that there should be some managerial procedures focused on some aspects of the process, this chapter aims to introduce a managerial model that can be used for especially Artificial Intelligence-supported e-learning content flow in order to improve the educational process. The suggested model is usable for the educational institutions, which focus on especially Artificial Intelligence-oriented e-learning solutions, research works, and educational activities.

scholarly journals Possibilities and Perspectives of Applying the E-learning Model in Educational Institutions in Bosnia and Herzegovina

1970 ◽  
Vol 2 (1) ◽  
pp. 101-108
Author(s):  
Dženana Rustempašić ◽  
Aida Habul
Keyword(s):  
Artificial Intelligence ◽  
Bosnia And Herzegovina ◽  
Developed Countries ◽  
Educational Process ◽  
Educational Institutions ◽  
Virtual Classrooms ◽  
Electronic Learning ◽  
Personal Learning ◽  
E Learning ◽  
Teachers And Parents

E-learning is a type of learning by using electronic technologies to access an educational program outside of a traditional classroom. As conventional classrooms continue to be transformed into digital, it is necessary for teachers to deliver lectures through multiple learning modes. Digitally enriched content and personal learning should be the primary way of teaching, as well as collaborative and interactive learning. The paper deals with issues of education in a virtual environment, the role of virtual reality, and artificial intelligence that is increasingly entering the classrooms of developed countries. The paper explores what application of artificial intelligence in the near future means for the development and wider application of electronic learning in virtual classrooms around the world, as well as in developing countries such as Bosnia and Herzegovina. The paper presents the advantages and opportunities that contribute to the improvement of e-learning in educational institutions and the benefits for students and other involved parties in the educational process, such as teachers and parents.

E-learning experience in schools and colleges with 1C:Education platform

2020 ◽  
pp. 17-24
Author(s):  
T. A. Chernetskaya ◽  
N. A. Lebedeva
Keyword(s):  
Distance Learning ◽  
General Education ◽  
Learning Experience ◽  
Educational Process ◽  
Learning System ◽  
Full Time ◽  
Distance Learning System ◽  
Teachers And Students ◽  
E Learning ◽  
Mass Organization

The article presents the experience of mass organization of distance learning in organizations of secondary general and vocational education in March—May 2020 in connection with the difficult epidemiological situation in Russia. The possibilities of the 1C:Education system for organizing the educational process in a distance format, the peculiarities of organizing distance interaction in schools and colleges are considered, the results of using the system are summarized, examples of the successful use of the system in specific educational organizations are given. Based on the questionnaire survey of users, a number of capabilities of the 1C:Education system have been identified, which are essential for the full-fledged transfer of the educational process from full-time to distance learning. The nature and frequency of the use of electronic educational resources in various general education subjects in schools and colleges are analyzed, the importance of the presence in the distance learning system not only of a digital library of ready-made educational materials, but also of tools for creating author’s content is assessed. On the basis of an impersonal analysis of user actions in the system, a number of problems were identified that teachers and students faced in the process of an emergency transition to distance learning.

APPLICATION OF VIRTUALIZATION TECHNOLOGIES IN THE CONTEXT OF DIGITALIZATION OF EDUCATION

2021 ◽  
Vol 74 (2) ◽  
pp. 61-67
Author(s):  
B. D. Sydykhov ◽  
◽  
D.U. Ydyrysbayev ◽  
Z.A. Batyrkhan ◽  
◽  
...  
Keyword(s):  
Educational Process ◽  
Educational Institutions ◽  
Traditional Teaching ◽  
Digital Learning ◽  
Budget Cuts ◽  
Innovative Solutions ◽  
E Learning ◽  
The University ◽  
Computer Labs ◽  
Digital Learning Resources

Today, education is influenced by many factors. Educational institutions face budget cuts, outdated information technology, data security management, and a push to integrate distance learning. Virtualization technologies offer innovative solutions to the problems that arise in this direction. In particular, the extensive use of virtualization in implementing remote and traditional teaching with the use of various e-learning materials, digital learning resources, educational portals, websites, cloud-based technologies. The article presents the directions of the organization of the original educational infrastructure with the use of virtualization technologies implemented by the university in the educational process. This infrastructure provides students and university staff with access to virtual workstations and applications over the Internet, both for working in computer labs at the university and for extracurricular work. Virtualization technologies that characterize the infrastructure functions are presented, which reflect the advantages of this direction, and the final results of research experiments conducted to identify infrastructure problems are presented.

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