Fiona Draxler

schoolUniversity of Mannheimbar_chart#4164 Global Rank

Total Papers

HCI Rank

#4164

Research Areas

Years Active

Recent Publications

Sensing What Surveys Miss: Understanding and Personalizing Proactive LLM Support by User Modeling

Difficulty spillover and suboptimal help-seeking challenge the sequential, knowledge-intensive nature of digital tasks. In online surveys, tough questions can drain mental energy and hurt performance on later questions, while users often fail to recognize when they need assistance or may satisfy, lacking motivation to…

CHI '252nd AuthorAI Ethics, Fairness & Accountability +2

Preventing Harmful Data Practices by using Participatory Input to Navigate the Machine Learning Multiverse

In light of inherent trade-offs regarding fairness, privacy, interpretability and performance, as well as normative questions, the machine learning (ML) pipeline needs to be made accessible for public input, critical reflection and engagement of diverse stakeholders. In this work, we introduce a participatory appr…

CHI '244th AuthorHuman-LLM Collaboration +1

"If the Machine Is As Good As Me, Then What Use Am I?" – How the Use of ChatGPT Changes Young Professionals' Perception of Productivity and Accomplishment

Large language models (LLMs) like ChatGPT have been widely adopted in work contexts. We explore the impact of ChatGPT on young professionals' perception of productivity and sense of accomplishment. We collected LLMs' main use cases in knowledge work through a preliminary study, which served as the basis for a two-week…

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