Jonas Hummel

Karlsruhe Institute of Technology (KIT)
Campus Süd
Institute of Telematics
Chair for Pervasive Computing Systems / TECO
Vincenz-Prießnitz-Straße 1
76131 Karlsruhe
Germany
Building 07.07, Room 210
email: hummel(at)teco.edu

Short CV

• since 2024          PhD Candidate at TECO
• 2021 – 2024       M.Sc. Social and Economic Data Sience at University of Konstanz
• 2017 – 2021       B.Sc. Psychology at Philipps-University Marburg

Projects

• since 2024           Interaction in Healthcare
• since 2024           HealthTech based on OpenEarables

Research Interests

• Data Science
• Human-Computer-Interaction (with Earables)
• HealthTech
• Interdisciplinary Topics between Data Science and Psychology or Economics

Bachelor- and Master’s Theses

Open Topics

• Gesture Recognition with the OpenEarable (BA/MA)
• Any topic that falls within the following areas:
  • Data Mining
  • Health/Medical Data Analysis
  • Interdisciplinary Projects between Data Science and Psychology or Economics

Current Theses

• Detection Method for Detecting one-sided Chewing Behavior using Combined Sensor Technology (Felix Schlotter)

Finished Theses

Teaching

• Statistics @ PSE

Publications

Publications (Before TECO)

• Clustering Approaches for Gait Analysis within Neurological Disorders: A Narrative Review
  Hummel, J.; Schwenk, M.; Seebacher, D.; Barzyk, P.; Liepert, J.; Stein, M.
  2024. Digital Biomarkers, 8(1), 93-101. doi:10.1159/000538270