Abstract
Teaching computer security is one of the most challenging tasks in computer science, because of the need to successfully integrate abstract concepts and practical applications. Several e-learning systems have been developed to address this issue. However, they usually provide the same material in the same sequence irrespective of the characteristics of the students, such as their knowledge level and learning style. In this paper, an approach to learning style adaptivity is proposed for the teaching of computer security. An e-learning system was developed to provide more personalised and adaptive learning, based on the information perception style of the Felder-Silverman model. This is the dimension of learning style, which has received the least attention in published research. In the approach, a personalised sequence of learning material is generated based on an individual learning style. The approach is evaluated in order to determine its effectiveness in learning provision. An experiment conducted with sixty subjects produced significant results. They indicate that matching computer security learning material, according to the learning style of the students, yields significantly better learning gain and student satisfaction than without matching
Original language | English |
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Title of host publication | ITiCSE '15 Proceedings of the 2015 ACM Conference on Innovation and Technology in Computer Science Education |
Publisher | ACM |
Pages | 135-140 |
ISBN (Print) | 978-1-4503-3440-2 |
DOIs | |
Publication status | Published - 2015 |
Event | 2015 ACM Conference on Innovation and Technology in Computer Science Education - Vilnius, Lithuania Duration: 4 Jul 2015 → 8 Jul 2015 |
Conference
Conference | 2015 ACM Conference on Innovation and Technology in Computer Science Education |
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Country/Territory | Lithuania |
City | Vilnius |
Period | 4/07/15 → 8/07/15 |
Bibliographical note
© ACM, 2015. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in ITiCSE '15 Proceedings of the 2015 ACM Conference on Innovation and Technology in Computer Science Education {2015} http://doi.acm.org/10.1145/2729094.2742614Keywords
- computer security education
- adaptivity
- e-learning systems
- learning style