Christine BauerView profile
Professor
Christine Bauer is a University Professor at the University of Salzburg specializing in Artificial Intelligence and Human Interfaces. She serves as Head of the program area 'InterMediation. Music—Effect—Analysis' (2024-2028) and is actively involved in the EXDIGIT project (Excellence in Digital Sciences and Interdisciplinary Technologies) running from 2022 to 2028. Her work spans computer science, social sciences, and economics, contributing to Sustainable Development Goals related to education and responsible innovation. Her research focuses on recommender systems, particularly examining fairness, gender bias, and ethical considerations in music recommendation algorithms. She investigates how choice models and ranking strategies impact gender imbalance in music recommendations, explores value alignment in news recommenders, and develops frameworks for evaluating conversational agents. Her interdisciplinary approach bridges technical algorithm development with social science perspectives to create more equitable and transparent recommendation systems. The analysis of her recent publications reveals a strong trend toward interdisciplinary evaluation frameworks for recommender systems, with particular emphasis on fairness metrics, gender bias mitigation, and stakeholder-centered perspectives. Her work increasingly addresses the social implications of algorithmic decision-making, especially in music streaming contexts where artist diversity and representation are critical concerns. She has been instrumental in establishing evaluation standards that consider multiple stakeholder perspectives beyond just end-users. Women in RecSys Journal Paper of the Year Award 2024, Senior category Women in RecSys Journal Paper of the Year Award 2023, Senior category Best Reviewer Award @ UMAP 2022 Best Reviewer Award @ RecSys 2019 CPDP 2013 Multidisciplinary Privacy Research Award Professor Bauer actively mentors through conference workshops and serves as an Independent Ethics Advisor (2023-2025). She has secured significant research funding through projects like EXDIGIT and has contributed to numerous grant-funded initiatives focused on digital sciences and interdisciplinary technologies. Her organizational activities include chairing major conferences such as the European Conference on Information Retrieval (2026) and the Human-Computer Interaction Conference of the Alpine region (2026). She leads research teams focused on recommender systems evaluation, particularly through the Perspectives on Evaluation of Recommender Systems (PERSPECTIVES) workshop series and the Music Recommender Systems (MuRS) workshops. Her current work with the EXDIGIT project involves collaboration with researchers across multiple disciplines to advance digital sciences and interdisciplinary technologies.









