Analysis and Application of Semantic Networks in Education

Arnold Kiv, Arnold Kiv, Vladimir Soloviev, Elena Tarasova, Tetyana Koycheva, Katrina Kolesnykova

2020

Abstract

The basis of any discipline is a set of didactic units. The task of the educational process management apparatus is to ensure compliance with the requirements for the order of the didactic units and their full implementation within the framework of the formation of the curriculum while minimizing its duration. A significant difficulty is the logical linking of didactic units with each other, since it is impossible to break the logic of presentation of materials of one discipline and there is a relationship between didactic units of different disciplines. The paper compares the topological characteristics of the concept graphs related to various disciplines. We develop the algorithm to implement the subject area model in the form of a semantic knowledge network. 125 concepts are analyzed that provide optimal mastering disciplines and establish the connection between them. A survey of the dynamics of the popularity of the term ``network science'' from 2004 to 2020 using Google Trends showed a steady trend of user interest. On average, 80 requests are executed (calculated in arbitrary units), with the largest volume of requests being 100.

Paper Citation

in Harvard Style

Kiv A., Soloviev V., Tarasova E., Koycheva T. and Kolesnykova K. (2020). Analysis and Application of Semantic Networks in Education. In Proceedings of the 1st Symposium on Advances in Educational Technology - Volume 1: AET, ISBN 978-989-758-558-6, pages 416-431. DOI: 10.5220/0010924800003364

in Bibtex Style

@conference{aet20,
author={Arnold Kiv and Vladimir Soloviev and Elena Tarasova and Tetyana Koycheva and Katrina Kolesnykova},
title={Analysis and Application of Semantic Networks in Education},
booktitle={Proceedings of the 1st Symposium on Advances in Educational Technology - Volume 1: AET,},
year={2020},
pages={416-431},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010924800003364},
isbn={978-989-758-558-6},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st Symposium on Advances in Educational Technology - Volume 1: AET,
TI - Analysis and Application of Semantic Networks in Education
SN - 978-989-758-558-6
AU - Kiv A.
AU - Soloviev V.
AU - Tarasova E.
AU - Koycheva T.
AU - Kolesnykova K.
PY - 2020
SP - 416
EP - 431
DO - 10.5220/0010924800003364