Researcher profile and CV
Interests: educational data mining, learning analytics, AI in education, learning technologies, cybersecurity education
- What Are Cybersecurity Education Papers About? A Systematic Literature Review of SIGCSE and ITiCSE Conferences 🏆 (Best Paper Award)
- Cybersecurity Knowledge and Skills Taught in Capture the Flag Challenges
- Towards Generalizable Detection of Urgency of Discussion Forum Posts 🏆 (Best Paper Award)
- Student Assessment in Cybersecurity Training Automated by Pattern Mining and Clustering
- From Paper to Platform: Evolution of a Novel Learning Environment for Tabletop Exercises
| Position | Institution | Country | Lab / department | Advisor(s) | Duration |
|---|---|---|---|---|---|
| Postdoc | Kyushu University |  Japan |
Laboratory for Image and Media Understanding | Atsushi Shimada | (current) |
| Research stay | Ateneo de Manila University |  Philippines |
Ateneo Laboratory for the Learning Sciences | Maria Mercedes T. Rodrigo | 1 month |
| Research stay | Sorbonne University, LIP6 |  France |
Models and Tools in Knowledge Engineering | François Bouchet | 1 month |
| Postdoc | University of Pennsylvania |  USA |
Penn Center for Learning Analytics | Ryan S. Baker | 1 year |
| Research stay | Northern Kentucky University | USA |
School of Computing and Analytics | Ankur Chattopadhyay | 1 month |
| Ph.D. | Masaryk University |  Czechia |
Cybersecurity Laboratory | Pavel Čeleda, Jan Vykopal | 5 years |
| Master's exchange | University of Copenhagen |  Denmark |
Department of Computer Science | – | 6 months |
| Database | Citations | h-index | Profile ID and link |
|---|---|---|---|
 Google Scholar |
576 | 12 | CSMVlf0AAAAJ |
 Scopus |
309 | 10 | 57215670820 |
 Web of Science |
185 | 8 | GPG-1431-2022 |
- Personal website
- ORCID: 0000-0001-8546-280X
- Professional social networks: ResearchGate, Academia, LinkedIn, Twitter
- Profiles at individual publishers: ACM, IEEE, Springer
- Other profiles: ArXiv, DBLP, Zenodo, Masaryk University
All 34 peer-reviewed publications – please use references.bib to cite
Breakdown:
- 7 journal papers in international WoS-indexed journals
- 20 conference papers in proceedings of international CORE-ranked conferences
- 7 conference posters (or other presentations) in proceedings of international CORE-ranked conferences
Authorship:
- 19x leading author on published work
- 52 distinct co-authors on published work
Legend:
- 🏆 = Best Paper Award
- ⭐ = Featured/Recommended Paper
- 🚀 = Highly Cited Paper
| Title | Authors | Type | Venue |
|---|---|---|---|
| Evaluating Algorithmic Bias in Models for Predicting Academic Performance of Filipino Students | V. Švábenský, M. Verger, M. Rodrigo, C. Monterozo, R. Baker, M. Saavedra, S. Lallé, A. Shimada | Conference poster | EDM |
| E2Vec: Feature Embedding with Temporal Information for Analyzing Student Actions in E-Book Systems | Y. Miyazaki, V. Švábenský, Y. Taniguchi, F. Okubo, T. Minematsu, A. Shimada | Conference paper | EDM |
| From Paper to Platform: Evolution of a Novel Learning Environment for Tabletop Exercises | V. Švábenský, J. Vykopal, M. Horák, M. Hofbauer, P. Čeleda | Conference paper ⭐ | ACM ITiCSE |
| Research and Practice of Delivering Tabletop Exercises | J. Vykopal, P. Čeleda, V. Švábenský, M. Hofbauer, M. Horák | Conference paper | ACM ITiCSE |
| Comparison of Three Programming Error Measures for Explaining Variability in CS1 Grades | V. Švábenský, M. Pankiewicz, J. Zhang, E. Cloude, R. Baker, E. Fouh | Conference paper | ACM ITiCSE |
| Data Set Size Analysis for Predicting the Urgency of Discussion Forum Posts | V. Švábenský, F. Bouchet, F. Tarrazona, M. Lopez, R. Baker | Conference poster | LAK |
| Title | Authors | Type | Venue |
|---|---|---|---|
| Towards Generalizable Detection of Urgency of Discussion Forum Posts | V. Švábenský, R. Baker, A. Zambrano, Y. Zou, S. Slater | Conference paper 🏆 | EDM |
| Automated Feedback for Participants of Hands-on Cybersecurity Training | V. Švábenský, J. Vykopal, P. Čeleda, J. Dovjak | Journal paper ⭐ | Springer EaIT |
| Want to Raise Cybersecurity Awareness? Start with Future IT Professionals. | L. Kraus, V. Švábenský, M. Horák, V. Matyáš, J. Vykopal, P. Čeleda | Conference paper | ACM ITiCSE |
| Title | Authors | Type | Venue |
|---|---|---|---|
| Smart Environment for Adaptive Learning of Cybersecurity Skills | J. Vykopal, P. Seda, V. Švábenský, P. Čeleda | Journal paper | IEEE TLT |
| Applications of Educational Data Mining and Learning Analytics on Data From Cybersecurity Training | V. Švábenský, J. Vykopal, P. Čeleda, L. Kraus | Journal paper | Springer EaIT |
| Student Assessment in Cybersecurity Training Automated by Pattern Mining and Clustering | V. Švábenský, J. Vykopal, P. Čeleda, K. Tkáčik, D. Popovič | Journal paper ⭐ | Springer EaIT |
| Evaluating Two Approaches to Assessing Student Progress in Cybersecurity Exercises | V. Švábenský, R. Weiss, J. Cook, J. Vykopal, P. Čeleda, J. Mache, R. Chudovský, A. Chattopadhyay | Conference paper | ACM SIGCSE |
| Preventing Cheating in Hands-on Lab Assignments | J. Vykopal, V. Švábenský, P. Seda, P. Čeleda | Conference paper 🏆 | ACM SIGCSE |
| Title | Authors | Type | Venue |
|---|---|---|---|
| Dataset of Shell Commands Used by Participants of Hands-on Cybersecurity Training | V. Švábenský, J. Vykopal, P. Seda, P. Čeleda | Journal paper ⭐ | Elsevier DiB |
| Toolset for Collecting Shell Commands and Its Application in Hands-on Cybersecurity Training | V. Švábenský, J. Vykopal, D. Tovarňák, P. Čeleda | Conference paper | IEEE FIE |
| Scalable Learning Environments for Teaching Cybersecurity Hands-on | J. Vykopal, P. Čeleda, P. Seda, V. Švábenský, D. Tovarňák | Conference paper 🚀 | IEEE FIE |
| Reinforcing Cybersecurity Hands-on Training With Adaptive Learning | P. Seda, J. Vykopal, V. Švábenský, P. Čeleda | Conference paper | IEEE FIE |
| Toward Guidelines for Designing Cybersecurity Serious Games | M. Gáliková, V. Švábenský, J. Vykopal | Conference poster | ACM SIGCSE |
| The Stack: Unplugged Activities for Teaching Computer Science | V. Švábenský, M. Ukrop | Conference poster | ACM SIGCSE |
| Title | Authors | Type | Venue |
|---|---|---|---|
| Visual Feedback for Players of Multi-Level Capture the Flag Games: Field Usability Study | R. Ošlejšek, V. Rusňák, K. Burská, V. Švábenský, J. Vykopal | Conference paper | IEEE VizSec |
| Reflective Diary for Professional Development of Novice Teachers | M. Ukrop, V. Švábenský, J. Nehyba | Conference paper 🚀 | ACM SIGCSE |
| Towards Learning Analytics in Cybersecurity Capture the Flag Games | V. Švábenský, J. Vykopal, P. Čeleda | Conference poster | ACM SIGCSE |
| Analyzing User Interactions with Cybersecurity Games | V. Švábenský | Conference competition entry | ACM SIGCSE |
| Title | Authors | Type | Venue |
|---|---|---|---|
| Gathering Insights from Teenagers' Hacking Experience with Authentic Cybersecurity Tools | V. Švábenský, J. Vykopal | Conference paper | IEEE FIE |
| Enhancing Cybersecurity Skills by Creating Serious Games | V. Švábenský, J. Vykopal, M. Čermák, M. Laštovička | Conference paper 🚀 | ACM ITiCSE |
| Challenges Arising from Prerequisite Testing in Cybersecurity Games | V. Švábenský, J. Vykopal | Conference paper | ACM SIGCSE |