Definition of reflection characteristics of educational process participants with artificial intelligence application
Journal: RUDN Journal of Informatization in Education (Vol.20, No. 2)Publication Date: 2023-07-21
Authors : Vadim Grinshkun; Sofya Dreytser;
Page : 127-137
Keywords : conversational artificial intelligence; digitalization of education; reflection in education; assessment tools; simulations;
Abstract
Problem statement . Artificial intelligence (AI) conversational tools like chat-bots, virtual assistants and dialog trainers begin to apply in education. However, its efficiency wasn't explored because of novelty and lack of related application experience. In this research an approach to conversations based on AI is considered as means to define reflection of educational process participants. And definition results of reflection are compared between an AI conversational tool and an expert's assessment in the educational process. Methodology . Opportunities of conversational simulations based on AI were analysed for reflection assessment. Behavioural markers of reflection in communication were developed as well as assessment procedures in online mode with AI simulations and in offline mode with an expert assessment. Research was provided as a part of the volunteer’s competition. There were 65 participants of the research, students of schools and universities. Statistical processing of the results was performed using Pearson's criteria. Results. Weak correlation was detected between AI and expert assessment. Conclusion. Suggestions were offered about AI assessment improvement for increasing assessment precision of reflection of educational process participants from the methodological point of view as well as from AI algorithms development.
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