Informace o publikaci

Challenges Arising from Prerequisite Testing in Cybersecurity Games

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ŠVÁBENSKÝ Valdemar VYKOPAL Jan

Druh Článek ve sborníku
Konference Proceedings of the 49th ACM Technical Symposium on Computer Science Education (SIGCSE’18)
Fakulta / Pracoviště MU

Fakulta informatiky

Citace
WWW https://dl.acm.org/citation.cfm?id=3159450.3159454
Doi http://dx.doi.org/10.1145/3159450.3159454
Obor Informatika
Klíčová slova active learning; cybersecurity games; diagnostic assessment; prerequisite testing; self-assessment; linear regression modeling
Přiložené soubory
Popis Cybersecurity games are an attractive and popular method of active learning. However, the majority of current games are created for advanced players, which often leads to frustration in less experienced learners. Therefore, we decided to focus on a diagnostic assessment of participants entering the games. We assume that information about the players' knowledge, skills, and experience enables tutors or learning environments to suitably assist participants with game challenges and maximize learning in their virtual adventure. In this paper, we present a pioneering experiment examining the predictive value of a short quiz and self-assessment for identifying learners' readiness before playing a cybersecurity game. We hypothesized that these predictors would model players' performance. A linear regression analysis showed that the game performance can be accurately predicted by well-designed prerequisite testing, but not by self-assessment. At the same time, we identified major challenges related to the design of pretests for cybersecurity games: calibrating test questions with respect to the skills relevant for the game, minimizing the quiz's length while maximizing its informative value, and embedding the pretest in the game. Our results are relevant for educational researchers and cybersecurity instructors of students at all learning levels.
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