Publications

Maria Wirzberger, Anastasia Lado, Mike Prentice, Ivan Oreshnikov, Jean-Claude Passy, Adrian Stock, and Falk Lieder. Optimal feedback improves behavioral focus during self-regulated computer-based work. Research Square Platform LLC, September 2023. [PUMA: MDP attention behavior distractions feedback focus myown self-regulation software] URL

Laura Höpfl, and Maria Wirzberger. Understanding cognition of laundry habits to foster sustainable behavior. In M. Goldwater, F. K. Anggoro, B. K. Hayes, and D. C. Ong (Eds.), Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 3954, Cognitive Science Society, 2023. [PUMA: behavior cognition laundry myown sustainability] URL

Veronika Herbst, Adrian Stock, Laura Bareiß, and Maria Wirzberger. User’s acceptance of an AI-based software to promote attention control. In M. Goldwater, F. K. Anggoro, B. K. Hayes, and D. C. Ong (Eds.), Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 3911, Cognitive Science Society, 2023. [PUMA: AI acceptance attention myown performance] URL

Chad C. Williams, Daniel Weinhardt, Maria Wirzberger, and Sebastian Musslick. Augmenting EEG with generative adversarial networks enhances brain decoding across classifiers and sample sizes. In M. Goldwater, F. K. Anggoro, B. K. Hayes, and D. C. Ong (Eds.), Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 1770–1776, Cognitive Science Society, 2023. [PUMA: EEG GANs brain classifier myown] URL

Alina Schmitz-Hübsch, Ron Becker, and Maria Wirzberger. Personality Traits in the Emotion-Performance-Relationship in Intelligent Tutoring Systems. Adaptive Instructional Systems. HCII 2023. Lecture Notes in Computer Science, 60–75, Springer, 2023. [PUMA: cognition emotion imported instruction learning llis myown performance personality simtech] URL

Ivan Ðula, Tabea Berberena, Ksenia Kepliner, and Maria Wirzberger. Hooked on artificial agents: a systems thinking perspective. Frontiers in Behavioral Economics, (2):1223281, 2023. [PUMA: AI algorithm automation bias iris llis myown organization reflection simtech systems]

Sabrina Gado, Katharina Lingelbach, Maria Wirzberger, and Mathias Vukelić. Decoding Mental Effort in a Quasi-Realistic Scenario: A Feasibility Study on Multimodal Data Fusion and Classification. Sensors, (23)142023. [PUMA: ML classification effort fNIRS llis multimodal myown] URL

Frederic Becker, Maria Wirzberger, Viktoria Pammer-Schindler, Srinidhi Srinivas, and Falk Lieder. Systematic metacognitive reflection helps people discover far-sighted decision strategies: A process-tracing experiment. Judgment and Decision Making, (18):e15--, Cambridge University Press, 2023. [PUMA: cognition llis metacognition modeling myown planning reflection] URL

Tabea Berberena, and Maria Wirzberger. Embedding reflective learning opportunities in teaching about intelligent systems. In Gabriella Lapesa, Lukas Erhard, Curtis Runstedler, and Sierra Kaiser (Eds.), Reflection on intelligent systems: Towards a cross-disciplinary definition, 2022. [PUMA: AI instruction learning myown reflection teaching]

Julia Mönch, Adrian Stock, Judith Baatz, Felix Krieglstein, Oliver Stock, Markus Suren, Günter Daniel Rey, and Maria Wirzberger. “Wild sisters” meet app: Connecting virtual and real worlds to foster environmental awareness in classroom settings. 2022. [PUMA: classroom education environment learning llis myown sustainability technology]