Dr. Tobias Appel

Tobias Appel ist wissenschaftlicher Mitarbeiter am Hector-Institut für Empirische Bildungsforschung.

Forschungsinteressen:

KI in der Bildung
Eye Tracking
maschinelles Lernen
physiologische Sensoren
automatische Erkennung kognitiver Zustände
Analyse von Problemlösestrategien

Kontakt

Universität Tübingen
Hector-Institut für Empirische Bildungsforschung
Europastraße 6
72072 Tübingen
Raum 207

07071/29-76393

tobias.appelspam prevention@uni-tuebingen.de

Publikationen

Zeitschriftenartikel

Sevcenko, N., Appel, T., Ninaus, M., Moeller, K., & Gerjets, P. (2023). Theory-based approach for assessing cognitive load during time-critical resource-managing human–computer interactions: an eye-tracking study. Journal on Multimodal User Interfaces, 17(1), 1-19.
Bardach, L., Schumacher, A., Trautwein, U., Kasneci, E., Tibus, M., Wortha, F., Gerjets, P., & Appel, T. (2024). Taking another look at intelligence and personality using an eye-tracking approach. npj Science of Learning, 9(1), 41.
Kasneci, E., Kasneci, G., Trautwein, U., Appel, T., Tibus, M., Jaeggi, S. M., & Gerjets, P. (2022). Do your eye movements reveal your performance on an IQ test? A study linking eye movements and socio-demographic information to fluid intelligence. Plos one, 17(3), e0264316.
Sevcenko, N., Appel, T., Ninaus, M., Moeller, K., & Gerjets, P. (2022). Theory-based approach for assessing cognitive load during time-critical resource-managing human–computer interactions: an eye-tracking study. Journal on Multimodal User Interfaces, 1-19.
Kasneci, E., Kasneci, G., Appel, T., Haug, J., Wortha, F., Tibus, M., ... & Gerjets, P. (2021). TüEyeQ, a rich IQ test performance data set with eye movement, educational and socio-demographic information. Scientific Data, 8(1), 1-14.
Appel, T., Gerjets, P., Hoffman, S., Moeller, K., Ninaus, M., Scharinger, C., ... & Kasneci, E. (2021). Cross-task and cross-participant classification of cognitive load in an emergency simulation game. IEEE Transactions on Affective Computing.
Castner, N., Appel, T., Eder, T., Richter, J., Scheiter, K., Keutel, C., ... & Kasneci, E. (2020). Pupil diameter differentiates expertise in dental radiography visual search. PloS one, 15(5), e0223941.
Appel, T., Santini, Thiago, & Kasneci, Enkelejda (2016). Brightness- and motion-based blink detection for head-mounted eye trackers. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct (UbiComp '16). ACM, New York, NY, USA, 1726-1735. https://doi.org/10.1145/2968219.2968341

Konferenzbeiträge

Appel, T., Kärcher, K., & Körner, H. D. (2023, May). Investigating Cognitive Load for Tasks with Mathematics and Chemistry Context through Eye Tracking. In Proceedings of the 2023 Symposium on Eye Tracking Research and Applications (pp. 1-6).
Stark, P., Appel, T., Olbrich, M. J., & Kasneci, E. (2023, May). Pupil Diameter during Counting Tasks as Potential Baseline for Virtual Reality Experiments. In Proceedings of the 2023 Symposium on Eye Tracking Research and Applications (pp. 1-7).
Appel, T., & Leifheit, L. (2024, June). Fluid Intelligence and Mental Effort during Block Programming: What the Eyes Can Tell Us. In Proceedings of the 2024 Symposium on Eye Tracking Research and Applications (pp. 1-6).
Appel, T., Bardach, L., & Kasneci, E. (2022, June). Predicting Decision-Making during an Intelligence Test via Semantic Scanpath Comparisons. In 2022 Symposium on Eye Tracking Research and Applications (pp. 1-5).
Appel, T., Sevcenko, N., Wortha, F., Tsarava, K., Moeller, K., Ninaus, M., ... & Gerjets, P. (2019, October). Predicting cognitive load in an emergency simulation based on behavioral and physiological measures. In 2019 International Conference on Multimodal Interaction (pp. 154-163).
Fuhl, W., Geisler, D., Santini, T., Appel, T., Rosenstiel, W., & Kasneci, E. (2018, June). CBF: Circular binary features for robust and real-time pupil center detection. In Proceedings of the 2018 ACM symposium on eye tracking research & applications (pp. 1-6).
Appel, T., Scharinger, C., Gerjets, P., & Kasneci, E. (2018, June). Cross-subject workload classification using pupil-related measures. In Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (pp. 1-8).
Appel, T., Santini, T., & Kasneci, E. (2016, September). Brightness-and motion-based blink detection for head-mounted eye trackers. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct (pp. 1726-1735).

Curriculum Vitae

seit 06/2023

Leitung des Arbeitsbereichs "Innovative Bildungstechnologien"

am TüCeDE

seit 04/2021

Wissenschaftlicher Mitarbeiter

Hector-Institut für Empirische Bildungsforschung, Tübingen

seit 04/2017

Assoziiertes Mitglied des LEAD Graduate School & Research Networks

Universität Tübingen

Seit 04/2017

Doktorand

LEAD Graduate School & Research Network

07/2015 - 04/2017

Wissenschaftlicher Mitarbeiter

Perception Engeneering department, University of Tübingen

10/2014 - 03/2017

M.Sc. Computer Science

Universität Tübingen

10/2011 - 09/2014

B.Sc. Computer Science

Universität Tübingen

10/2011 - 02/2016

Teaching Assistant

Mathematics for computer scientists, Universität Tübingen

10/2009 - 09/2011

B.Sc. Mathematik

Universität Tübingen (kein Abschluss, Hauptfach gewechselt)

seit 06/2023

Leitung des Arbeitsbereichs "Innovative Bildungstechnologien"

seit 04/2021

Wissenschaftlicher Mitarbeiter

seit 04/2017

Assoziiertes Mitglied des LEAD Graduate School & Research Networks

Seit 04/2017

Doktorand

07/2015 - 04/2017

Wissenschaftlicher Mitarbeiter

10/2014 - 03/2017

M.Sc. Computer Science

10/2011 - 09/2014

B.Sc. Computer Science

10/2011 - 02/2016

Teaching Assistant

10/2009 - 09/2011

B.Sc. Mathematik

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