Breathing life into biomechanical user models

A Ikkala, F Fischer, M Klar, M Bachinski… - Proceedings of the 35th …, 2022 - dl.acm.org
Forward biomechanical simulation in HCI holds great promise as a tool for evaluation,
design, and engineering of user interfaces. Although reinforcement learning (RL) has been …

DisMouse: Disentangling Information from Mouse Movement Data

G Zhang, Z Hu, A Bulling - Proceedings of the 37th Annual ACM …, 2024 - dl.acm.org
Mouse movement data contain rich information about users, performed tasks, and user
interfaces, but separating the respective components remains challenging and unexplored …

SIM2VR: Towards Automated Biomechanical Testing in VR

F Fischer, A Ikkala, M Klar, A Fleig… - Proceedings of the 37th …, 2024 - dl.acm.org
Automated biomechanical testing has great potential for the development of VR
applications, as initial insights into user behaviour can be gained in silico early in the design …

Mouse2Vec: Learning Reusable Semantic Representations of Mouse Behaviour

G Zhang, Z Hu, M Bâce, A Bulling - … of the CHI Conference on Human …, 2024 - dl.acm.org
The mouse is a pervasive input device used for a wide range of interactive applications.
However, computational modelling of mouse behaviour typically requires time-consuming …

Real-time 3D Target Inference via Biomechanical Simulation

HS Moon, YC Liao, C Li, B Lee… - Proceedings of the CHI …, 2024 - dl.acm.org
Selecting a target in a 3D environment is often challenging, especially with small/distant
targets or when sensor noise is high. To facilitate selection, target-inference methods must …

Trajectory tracking control of wearable upper limb rehabilitation robot based on Laguerre model predictive control

Y Yan, M Tang, W Wang, Y Zhang, B An - Robotics and Autonomous …, 2024 - Elsevier
Wearable rehabilitation robots have become an important auxiliary tool in rehabilitation
therapy, providing effective rehabilitation training and helping to recover damaged muscles …

Towards a Deep (er) Understanding of Interaction through Modeling, Simulation, and Optimization

F Fischer, A Fleig, M Klar, V Paneva… - arXiv preprint arXiv …, 2023 - arxiv.org
The traditional user-centered design process can hardly keep up with the ever faster
technical development and increasingly diverse user preferences. As a solution, we propose …