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@article{2246149,
author = {Vykopal, Jan and Šeda, Pavel and Švábenský, Valdemar and Čeleda, Pavel},
article_number = {3},
doi = {http://dx.doi.org/10.1109/TLT.2022.3216345},
keywords = {adaptive and intelligent educational systems; intelligent tutoring systems; learning environments; virtual labs; security},
language = {eng},
issn = {1939-1382},
journal = {IEEE Transactions on Learning Technologies},
title = {Smart Environment for Adaptive Learning of Cybersecurity Skills},
url = {https://ieeexplore.ieee.org/document/9926178},
volume = {16},
year = {2023}
}
TY - JOUR
ID - 2246149
AU - Vykopal, Jan - Šeda, Pavel - Švábenský, Valdemar - Čeleda, Pavel
PY - 2023
TI - Smart Environment for Adaptive Learning of Cybersecurity Skills
JF - IEEE Transactions on Learning Technologies
VL - 16
IS - 3
SP - 443-456
EP - 443-456
SN - 19391382
KW - adaptive and intelligent educational systems
KW - intelligent tutoring systems
KW - learning environments
KW - virtual labs
KW - security
UR - https://ieeexplore.ieee.org/document/9926178
N2 - Hands-on computing education requires a realistic learning environment that enables students to gain and deepen their skills. Available learning environments, including virtual and physical labs, provide students with real-world computer systems but rarely adapt the learning environment to individual students of various proficiency and background. We designed a unique and novel smart environment for adaptive training of cybersecurity skills. The environment collects a variety of student data to assign a suitable learning path through the training. To enable such adaptiveness, we proposed, developed, and deployed a new tutor model and a training format. We evaluated the learning environment using two different adaptive trainings attended by 114 students of various proficiency. The results show students were assigned tasks with a more appropriate difficulty, which enabled them to successfully complete the training. Students reported that they enjoyed the training, felt the training difficulty was appropriately designed, and would attend more training sessions like these. Instructors can use the environment for teaching any topic involving real-world computer networks and systems because it is not tailored to particular training. We freely released the software along with exemplary training so that other instructors can adopt the innovations in their teaching practice.
ER -
VYKOPAL, Jan, Pavel ŠEDA, Valdemar ŠVÁBENSKÝ a Pavel ČELEDA. Smart Environment for Adaptive Learning of Cybersecurity Skills. \textit{IEEE Transactions on Learning Technologies}. 2023, roč.~16, č.~3, s.~443-456. ISSN~1939-1382. Dostupné z: https://dx.doi.org/10.1109/TLT.2022.3216345.
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