| Vol-3454 urn:nbn:de:0074-3454-0 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2023 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).

# eLearning-2022
The Thirteenth International Conference on eLearning 2022

### 13th International Conference on eLearning (eLearning-2022)

### Belgrade, Serbia, September 29-30, 2022.

Edited by

### Mohammed Saqr *
Sonsoles López-Pernas *
Miguel Ángel Conde **
Miroslava Raspopović Milić ***

* University of Eastern Finland
** University of León
*** Belgrade Metropolitan University

Note: All submissions underwent a double-blind peer review process. 21 paper submissions were received, while 7 papers were selected for this publication.

## Table of Contents

- Preface
  Mohammed Saqr, Sonsoles López-Pernas, Miguel Ángel Conde, Miroslava Raspopović Milić
- Committees
- Going beyond the LMS logs - the complexity of analyzing learning evidences 4-13
  Miguel Ángel Conde
- Using descriptive and predictive learning analytics to understand student behavior at LMS Moodle 14-21
  Dijana Oreški
- Evaluation of STEAM methodologies in undergraduate applied mathematics courses 22-30
  Emilija Kisić, Miroslava Raspopović Milić, Nemanja Zdravković, Vladimir Milićević
- Prediction of student academic performance using machine learning algorithms 31-39
  Jovana Jović, Emilija Kisić, Miroslava Raspopović Milić, Dragan Domazet, Kavitha Chandra
- A lightweight permissioned distributed ledger for credentialing in higher education institutions 40-45
  Nemanja Zdravković, Nikola Dimitrijević, Dušan Simjanović, Vijayakumar Ponnusamy
- Psychometric properties of a 21st century digital skills scale 46-51
  Djordje M. Kadijevich, Nikoleta Gutvajn, Danijela Ljubojevic
- Learning management systems for hybrid teaching models in primary schools in Serbia during the COVID-19 pandemic 52-61
  Tijana Glušica, Miroslava Ristić, Gordana Stoković, Ivana Marković

2023-07-31: submitted by Miroslava Raspopović Milić metadata incl. bibliographic data published under Creative Commons CC0
2023-08-14: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|