Bridging Skills and Scenarios: Initial Steps Towards Using Faded Worked Examples as Personalized Exercises in Vocational Education

Torben Soennecken, Anan Schütt, Björn Petrak, Elisabeth André

2024

Abstract

In this paper, we present a method for generating faded worked examples as personalized exercises aimed at bridging the gap between knowledge of theoretical concepts and their application in the real world, which is particularly important in vocational education. Previous works suggest that faded worked examples are effective learning material that can also adapt to learners of different levels. Yet, there is no formulated method for automatically generating faded worked examples personalized to different learners in real-time. We develop a method for generating faded worked examples from scenarios, changing the faded positions and degree of fading based on the targeted skills and the learner’s proficiency level. We evaluate our method through a user study involving 13 computer science students from a German university, who practice specific computer networking skills. The results indicate significant improvement in the targeted skill over the untargeted one, highlighting the potential of our approach in vocational education settings. Our study is an early but promising step towards the future of personalized learning, paving the way for further research in adaptive and personalized vocational training.

Paper Citation

in Harvard Style

Soennecken T., Schütt A., Petrak B. and André E. (2024). Bridging Skills and Scenarios: Initial Steps Towards Using Faded Worked Examples as Personalized Exercises in Vocational Education. In Proceedings of the 16th International Conference on Computer Supported Education - Volume 1: CSEDU; ISBN 978-989-758-697-2, SciTePress, pages 43-53. DOI: 10.5220/0012565000003693

in Bibtex Style

@conference{csedu24,
author={Torben Soennecken and Anan Schütt and Björn Petrak and Elisabeth André},
title={Bridging Skills and Scenarios: Initial Steps Towards Using Faded Worked Examples as Personalized Exercises in Vocational Education},
booktitle={Proceedings of the 16th International Conference on Computer Supported Education - Volume 1: CSEDU},
year={2024},
pages={43-53},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012565000003693},
isbn={978-989-758-697-2},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 16th International Conference on Computer Supported Education - Volume 1: CSEDU
TI - Bridging Skills and Scenarios: Initial Steps Towards Using Faded Worked Examples as Personalized Exercises in Vocational Education
SN - 978-989-758-697-2
AU - Soennecken T.
AU - Schütt A.
AU - Petrak B.
AU - André E.
PY - 2024
SP - 43
EP - 53
DO - 10.5220/0012565000003693
PB - SciTePress