In May 2023, ScaDS.AI Dresden/Leipzig welcomed the first junior research groups on emerging AI and Data Science topics. Those groups complement and extend the current research areas of our center. By receiving funding and getting an associated doctoral position for three years, successful candidates are able to establish and lead their own research group. As a result, four junior research groups were created, covering the following topics:
This research group works at the intersection of machine learning, human-computer interaction, and mobility.
The goal is to develop computational models that simulate human-like interaction behavior, help evaluate user interfaces, and create a better understanding of how humans and intelligent systems can work together.
Junior Research Group Leader: Patrick Ebel (Leipzig University)
The focus in this research group is on studying the interaction of learners with AI-based technologies in real-life situations. Therefore, the research is specifically looking at the effects of AI on motivation, self-regulation, cognitive and affective processing, and learning outcomes.
Junior Research Group Leader: Dr. Sandra Hummel (TU Dresden)
This research group is investigating the use of AI in higher education, particularly in digital learning and studying in general. Therefore, the team is investigating the use and efficacy of AI-driven coaching methodologies in higher education. The primary focus is on exploring and developing intelligent and adaptive conversational agents to enable tailored learning journeys and personalized coaching support.
Junior Research Group Leader: Dr.-Ing. Claudia Loitsch (TU Dresden)
Dr. Patrick Ebel
Leipzig University
Computational Interaction and Mobility
Arthur Fleig
Leipzig University
Optimal Control of Dynamical Systems in Human-Computer Interaction
Dr. Sandra Hummel
TU Dresden
Situating AI-based Mentoring
Dr.-Ing. Claudia Loitsch
TU Dresden
AI-based Coaching for Students, Adaptive User Interfaces, Human-centered AI
Dr. Sahar Vahdati
TU Dresden
Nature-Inspired Machine Intelligence
Find out more about the team of ScaDS.AI Dresden/Leipzig.