TY - GEN
T1 - Learning Analytics with Multi-faced Data for Cybersecurity Education
AU - Kaneko, Kosuke
AU - Igarashi, Toshie
AU - Kayama, Kosetsu
AU - Takeuchi, Takuya
AU - Suzuki, Takuya
AU - Kawase, Atsushi
AU - Sunaga, Tomoyuki
AU - Okuhara, Masayuki
AU - Okamura, Koji
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/9
Y1 - 2020/9
N2 - This paper presents several learning analytics results for cybersecurity education. The results were obtained by analyzing multi-faced data; pre-/post-test data, personality data, operation logs, behavior logs, learning motivation data and free described questionnaires. These data were collected throughout a cybersecurity intensive course. This paper explains the contents of the intensive course and the analysis results. Also, this paper discusses effective instructional designs in consideration with the analysis results.
AB - This paper presents several learning analytics results for cybersecurity education. The results were obtained by analyzing multi-faced data; pre-/post-test data, personality data, operation logs, behavior logs, learning motivation data and free described questionnaires. These data were collected throughout a cybersecurity intensive course. This paper explains the contents of the intensive course and the analysis results. Also, this paper discusses effective instructional designs in consideration with the analysis results.
UR - http://www.scopus.com/inward/record.url?scp=85107221591&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85107221591&partnerID=8YFLogxK
U2 - 10.1109/IIAI-AAI50415.2020.00055
DO - 10.1109/IIAI-AAI50415.2020.00055
M3 - Conference contribution
AN - SCOPUS:85107221591
T3 - Proceedings - 2020 9th International Congress on Advanced Applied Informatics, IIAI-AAI 2020
SP - 244
EP - 249
BT - Proceedings - 2020 9th International Congress on Advanced Applied Informatics, IIAI-AAI 2020
A2 - Matsuo, Tokuro
A2 - Takamatsu, Kunihiko
A2 - Ono, Yuichi
A2 - Hirokawa, Sachio
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 9th International Congress on Advanced Applied Informatics, IIAI-AAI 2020
Y2 - 1 September 2020 through 15 September 2020
ER -