47 citations · 85 across the 8 of their papers we have counts for
11 papers
Beyond Participation: A Review of Co-Creation in Computing
Juliane Jarke, Gabriela Molina León, Irina Zakharova +2
New methods and technologies for engaging future users and other stakeholders in participatory (design) processes are being developed and proposed. Increasingly, researchers refer…
The Explanatory Gap in Algorithmic News Curation
Hendrik Heuer
Considering the large amount of available content, social media platforms increasingly employ machine learning (ML) systems to curate news. This paper examines how well different e…
Auditing the Biases Enacted by YouTube for Political Topics in Germany
Hendrik Heuer, Hendrik Hoch, Andreas Breiter +1
With YouTube's growing importance as a news platform, its recommendation system came under increased scrutiny. Recognizing YouTube's recommendation system as a broadcaster of media…
Audit, Don't Explain -- Recommendations Based on a Socio-Technical Understanding of ML-Based Systems
Hendrik Heuer
In this position paper, I provide a socio-technical perspective on machine learning-based systems. I also explain why systematic audits may be preferable to explainable AI systems.…
Helping People Deal With Disinformation -- A Socio-Technical Perspective
Hendrik Heuer
At the latest since the advent of the Internet, disinformation and conspiracy theories have become ubiquitous. Recent examples like QAnon and Pizzagate prove that false information…
Methods for the Design and Evaluation of HCI+NLP Systems
Hendrik Heuer, Daniel Buschek
HCI and NLP traditionally focus on different evaluation methods. While HCI involves a small number of people directly and deeply, NLP traditionally relies on standardized benchmark…