Jens Klinker Office: 01.07.053 (FMI) E-Mail: jens.klinker(at)tum.de Phone: +49 89 289-18245 Technische Universität München Institut für Informatik LS1 Digital Health Group Boltzmannstraße 3 85748 Garching b. München, Germany Office hours by appointment—please contact me via mail.

Research Fields

Healthy Navigation & Traffic Simulations
 

Teaching

• iPraktikum20 Summer:  Project Lead (Quartett Mobile)
• iPraktikum20 Winter: Program Management, Project Lead (Team B/S/H & Team Quartett Mobile)
• iPraktikum21 Summer: Program Management Project Lead (Team B/S/H & Team SAP)
• iPraktikum21 Winter: Project Lead (Zeiss Medical)
• iPraktikum22 Summer: Customer (Zeiss-Software-Campus), Project Lead (Zeiss Medical)

Projects

• TUM Healthy Navigation App
• TUM4Health
• Zeiss Vision App
• Individualized Traffic Simulation

Publications

• Avezum, M., Klinker, J. and Bruegge, B., 2019, September. Transportation Mode Recognition on Multi Modal Routes based on Mobile GPS Data. In 2019 4th International Conference on Intelligent Transportation Engineering (ICITE) (pp. 141-146). IEEE.

• Klinker, J., Selmi, M.H., Avezum, M. and Jonas, S., 2021. Introducing a Navigation Algorithm for Reducing the Spread of Diseases in Public Transport Networks. In Navigating Healthcare Through Challenging Times (pp. 113-121). IOS Press.

• Klinker, Jens, et al. "Presenting a Statistical Approach for Transforming Standardized German Traffic Surveys into Origin-Destination Matrices." 2023 IEEE International Conference on Mobility, Operations, Services and Technologies (MOST). IEEE, 2023.

• Klinker, Jens, Mariana Avezum-Mercer, and Stephan Jonas. "Improving GPS-Based Mode of Transport Detection in Multi-Modal Trips using Stop Analysis." 2023 IEEE International Conference on Mobility, Operations, Services and Technologies (MOST). IEEE, 2023.

• Nissen, L., Hübner, J., Klinker, J., Kapsecker, M., Leube, A., Schneckenburger, M., & Jonas, S. M. (2023). Towards Preventing Gaps in Health Care Systems through Smartphone Use: Analysis of ARKit for Accurate Measurement of Facial Distances in Different Angles. Sensors, 23(9), 4486.

Thesis Supervisions

• Creating a Personalized Medical Exercise Recommendation System for Navigation Applications
  (Bachelor's Thesis by Lisa Thiergart)
   
• Generating Reliable Routes in Multimodal Transportation Networks Using Constraints
  (Bachelor's Thesis by Mohamed Hechem Selmi)
   
• Developing a Healthy Navigation App from Existing Components
  (Bachelor's Thesis by Sven Adabaka)
   
• Creating a Tool Recommendation System for Remote Working
  (Bachelor's Thesis by Melanie Schweiger)
   
• Predicting a Foods NOVA Score Using different Machine Learning Approaches
  (Master's Thesis by Hardik Arora)
   
• Body composition and speed performance in Bavarian children: A standardized analysis process and transfer to a common data model
  (Bachelor's Thesis by Anastasia Hadjistavrou)
   
• Designing a Platform for the Exchange of Verifiable Sports and Health Information
  (Bachelor's Thesis by Johannes Christler)
   
• Factors Influencing the Coordinative Performance of German Schoolchildren
  (Bachelor's Thesis by Lena Pigat)
   
• Evaluating the change of attitude and behavior towards physical activity after exposure to alternative routing suggestions
  (Master's Thesis by Johann Rottenfußer)
   
• Standardizing motor performance data using the OMOP Common Data Model: Influence of anthropometric measurements on strength in German schoolchildren
  (Bachelor's Thesis by Laura Zubeidat)
   
• Data Filtering and Analysis of Interval Walking Exercises
  (Bachelor's Thesis by Joe Yu)
   
• Digital Strategies in Healthcare System during COVID-19 Pandemic: Challenges and Opportunities
  (Bachelor's Thesis by Angelica Marcia)
   
• Designing a Platform to Individualize Routing and Aggregate Movement Data in Urban Navigation Using Constraints
  (Master's Thesis by Bernhard Kreminski)
   

• Planning, Designing, and Implementing a Knowledge Management System for Software Engineers
  (Thesis, Aufbaustudium Informatik by Carolin Weber)
   

• Utilization of Smartphone Sensors for App-Based Recognition and Classification of Eye Diseases
  (Master's Thesis by Leon Nissen)
   

• Implementation of a Tracking App to Extend the Calculation of Calories Burned during Bicycle Rides
  (Bachelor's Thesis by Martina Hinz)
   

• How to Build on Top of an Existing Software-System with the Use Case of Improving a Healthy Navigation App
  (Bachelor's Thesis by Nikolai Madlener)
   

• Assisting with Multimodal Return Trips in the Context of Night-Time Navigation
  (Bachelor's Thesis by Julian Ostarek)
   

• Enabling Policy Enforcements in Routing Algorithms
  (Master's Thesis by Olena Galitska)
   

• Visualizing the Effect of Restrictions on Munich's Transportation Network
  (Master's Thesis by Käthe Vrettos)
   

• Implementing and Application for Managing and Coordinating (Assessment-)Data
  (Bachelor's Thesis by Benjamin Pabst)
   

• Impact of Driving a Car on the Driver's Stress Level
  (Bachelor's Thesis by Robin Franke)
   

• Designing Personalised Gamification for Fitness Applications
  (Bachelor's Thesis by Samuel Schöberl)
   

• Designing a Platform to Recognize and Mitigate Stress Induced by Public Transportation
  (Master's Thesis by Ixhen Hasani)