Vol-3083
urn:nbn:de:0074-3083-4

Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

CoSinE 2021
9th Illia O. Teplytskyi Workshop on Computer Simulation in Education

Proceedings of the 9th Illia O. Teplytskyi Workshop on Computer Simulation in Education (CoSinE 2021)
co-located with 17th International Conference on ICT in Education, Research, and Industrial Applications: Integration, Harmonization, and Knowledge Transfer (ICTERI 2021)

Kherson, Ukraine, October 1, 2021.

Edited by

Arnold E. Kiv *
Serhiy O. Semerikov
Vladimir N. Soloviev
Andrii M. Striuk ***

* Ben-Gurion University of the Negev, Beer Sheva, Israel
** Kryvyi Rih State Pedagogical University, Kryvyi Rih, Ukraine
*** Kryvyi Rih National University, Kryvyi Rih, Ukraine

Table of Contents

9th Illia O. Teplytskyi Workshop on Computer Simulation in Education i-xx
Arnold E. Kiv, Serhiy O. Semerikov, Vladimir N. Soloviev, Andrii M. Striuk
Summary: There were 50 papers submitted for peer-review to this workshop. Out of these, 9 papers were accepted for this volume, 5 as regular papers and 4 as short papers.

Session I: Modelling systems in education. Educational data mining and learning analytics

Computational modelling of stochastic processes for learning research 1-15
Oleksandr H. Kolgatin, Larisa S. Kolgatina, Nadiia S. Ponomareva
A Petri net-based simulation of synchronized curriculum for IT-specialists 16-27
Lyudmyla I. Bilousova, Liudmyla E. Gryzun
The algorithm for knowledge assessment based on the Rusch model 28-42
Alexander A. Kostikov, Kateryna V. Vlasenko, Iryna V. Lovianova, Sergii V. Volkov, Evgeny O. Avramov
Ontology-based learning environment model of scientific studies 43-58
Roman A. Tarasenko, Stanislav A. Usenko, Yevhenii B. Shapovalov, Viktor B. Shapovalov, Adrian Paschke, Iryna M. Savchenko

Session II: Learning virtualization. AI in education

Using a business simulator with elements of machine learning to develop personal finance management skills 59-70
Dmytro S. Antoniuk, Tetiana A. Vakaliuk, Vladyskav V. Didkivskyi, Oleksandr Yu. Vizghalov, Oksana V. Oliinyk, Valentyn M. Yanchuk
Modeling of the internal certification system of educational resources view or update 71-82
Oksana P. Buinytska, Svitlana V. Vasylenko
Strategic learning towards equilibrium. Exploratory analysis and models 83-99
Oleksii P. Ignatenko
Some ways of increasing the efficiency of teaching data structures 100-110
Zarema S. Seidametova
Using augmented reality for early literacy 111-126
Olena Ie. Piatykop, Olha I. Pronina, Iryna B. Tymofieieva, Ihor D. Palii

2022-01-20: submitted by Andrii M. Striuk, metadata incl. bibliographic data published under Creative Commons CC0
2022-02-06: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|