Vol-3082⫷ Vol-3083 ⫸Vol-3084
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 |