Stuttgart Media University

schoolSchoolbar_chart#710 Global Rank

Total Papers

HCI Rank

#710

Research Areas

Years Active

Recent Publications

Latest papers from Stuttgart Media University

CHI '26Eye Tracking & Gaze Interaction +3

Predicting Usability and UX based on Eye Movements: Identifying Cross-Stimuli Interaction Patterns with Machine Learning

Eye-tracking and questionnaires are typically treated as separate methods for measuring usability and user experience (UX). Recent studies show that machine learning models trained solely on eye movements can predict pragmatic and hedonic quality ratings. Building on this, this study examines which gaze patterns predi…

CHI '22Explainable AI (XAI) +1

How Accurate Does It Feel? - Human Perception of Different Types of Classification Mistakes

Supervised machine learning utilizes large datasets, often with ground truth labels annotated by humans. While some data points are easy to classify, others are hard to classify, which reduces the inter-annotator agreement. This causes noise for the classifier and might affect the user's perception of the classifier's…

IUI '21Automated Driving Interface & Takeover Design +1

Increasing the User Experience in Autonomous Driving through different Feedback Modalities

Within the ongoing process of defining autonomous driving solutions, experience design may represent an important interface between humans and the autonomous vehicle. This paper presents an empirical study that uses different ways of unimodal communication in autonomous driving to communicate awareness and intent of a…

CHI '21Automated Driving Interface & Takeover Design +2

ExplAIn Yourself! Transparency for Positive UX in Autonomous Driving

In a fully autonomous driving situation, passengers hand over the steering control to a highly automated system. Autonomous driving behaviour may lead to confusion and negative user experience. When establishing such new technology, the user’s acceptance and understanding are crucial factors regarding success and fai…

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At a Glance

Institution Snapshot

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Display Name

Stuttgart Media University

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Location

Germany · Europe

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Overall Rank

#710

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Total Papers

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Active Years

2021-2026

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Network

5 researchers · 0 collaborators

Research Profile

Top Research Directions

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AI & Machine Learning Interaction

Explainable AI (XAI)

Automotive & Autonomous Vehicle Interaction

Automated Driving Interface & Takeover Design

Research Methods & Design Practice

User Research Methods (Interviews, Surveys, Observation)

Gesture, Body & Motion Interaction

Eye Tracking & Gaze Interaction

Data Visualization & Information Design

Visualization Perception & Cognition