Jakub Michal

Mr. Jakub Michal


Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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28 September 2023 in Journal of Education Culture and Society
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Journal Article
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AJAntonín Jančařík
Antonín Jančařík
JMJakub Michal
Jakub Michal
Jarmila NovotnaJarmila Novotna
Jarmila Novotna
Aim. The aim of this paper is to present the results of a pilot validation of an artificial intelligence chatbot for mathematics tutoring. The subject of the analysis is the behaviour of the students in the course, in particular their approach to solving problems without external motivation through scoring or other assessment. Methods. The analysis of student behaviour was carried out on the basis of records in the application database. The subject of the analysis was not only the pupils' responses, but also the time taken to produce them and the overall trajectory through the course. Results. The results of the analysis show that students who choose to join the course, work intensively in the lessons. Most pupils solve more than one basic task. A significant proportion of pupils also use the prepared help and instructional videos. The analysis of the solution time allowed identification of a group of pupils who do not even read the problems and only confirm the results. Conclusion. The pilot validation confirmed that the chat-bot format is close to the learners, and they are able to use the courses created in this environment. Solution time analysis suggests that this parameter can be used to analyse learner behaviour and system control. Further analyses in this area are needed.

1 May 2023
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Book Chapter
Open access
PDF file
JMJakub Michal
Jakub Michal
TKTünde Kiss
Tünde Kiss
The paper describes a study realized with Slovak and Czech teachers of mathematics and physics. The pandemic and the sudden appearance of new types of resources, which appears in the preliminary results of the pilot study of the Horizon 2020 MaTeK project (in which are authors of this paper involved) implied the need to explore if teachers’ behavior in resource use was changed due to Covid-19 pandemic in a long-term or only during the time of lockdown and shortly afterward. Therefore, a questionnaire study focused on different use of resources with two lines of interest: differences between countries and differences between mathematics and physics teachers. The result of this study provides some crucial information about how teachers dealt with lockdowns and what the critical points and gaps in resource use are. Some of these factors can be starting points for further research or can provide helpful information for authors of curricular resources.