Jennifer J. Matthiesen

About Me

I am a PhD student at the Machine Learning Group of Prof. Dr. Ulf Brefeld at the Leuphana University of Lüneburg.
I received a Master of Science in Mediology at the Aalborg University and my Bachelor in Digital Media (minor: E-Business) at the Leuphana University of Lüneburg.

Research Interests

In my Ph.D. studies I am investigating mouse movement for determining users, user intention and behaviour. The evaluation of the mouse information is usable to measure the users’ mood, draw conclusions about a users’ satisfaction, or get information about a users’ working behaviour and performance.
At this, I take a closer look on one-class approaches, anomaly detection and time series analysis.

Teaching

• Einführung in die Programmierung mit Python zur Datenanalyse (W20, W21)
• Programmierung in Python (Professional School) (S20)

Publications

• J. J. Matthiesen, U. Brefeld. When more is less. Adverse Effects in Outlier Exposure(abstract). Proceedings of the Northern Lights Deep Learning Workshop, 2022
  [Abstract] [Poster]
• J. J. Matthiesen, U. Brefeld. Assessing User Behavior by Mouse Movements. International Conference on Human-Computer Interaction, p68-75, 2020.
• J. Matthiesen, M. B. Holte. Simple Mouse Attribute Analysis. International Conference on Human-Computer Interaction, p95-113, 2019.