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ÖNB Labs Symposium 2026
Collections as Data – Biases as Data
Wann: Monday, 9. November (14:15 – 20:30 CET) and Tuesday, 10. November 2026 (9:00 – 12:30 CET)
Where: Oratorium of the Austrian National Library, Josefsplatz 1, 1010 Vienna
Registration: Please register via Eventbrite. Participation is free of charge, but the number of participants is limited.
Language: English
This in-person only event explores the many ways in which biases shape cultural heritage data and the implications they have for GLAM institutions and their Labs worldwide. As discussions around this topic continue to gain momentum, the ÖNB has invited experts to share their perspectives on gender bias in cultural heritage data, the cultural biases that influence collecting and curating practices, and the impact of algorithmic bias in the tools and technologies used across the sector. The program will conclude with a panel discussion that will reflect on the challenges involved and explore strategies for addressing and mitigating potential biases.
Immediately preceding the symposium, the CLARIAH-AT Roadshow is taking place at the Austrian Academy of Sciences. To facilitate attendance at both events, the programme of both events has been coordinated accordingly.
Preliminary Program
Monday, November 9, 2026
14:15 – Get-Together
14:30 – Welcome by the ONB Labs Team
Session 1: Gender Biases
14:40 – Andrea Gruber & Andrea Reisner (Ariadne, Austrian National Library): Vocabularies as Data: Feminist Knowledge Organization and the Challenges of Comparison
15:05 – Mareike Schumacher (University of Regensburg): Shifting Bias—Corpus Creation and Data Feminism in the Digital Humanities
15:30 – Lisa Teichmann (University of Vienna): Gender Trouble in the ONB
15:55 – Coffee Break
Session 2: Cultural and Algorithmic Biases
16:30 – Noëlle Sarah Schnegg (Sciences Po, Paris; University of St. Gallen): Bias in Metadata: Reflections from the Living Handbook on Discrimination-Sensitive Metadata Practice
16:55 – Stefan Benedik & Tanja Jenni (Haus der Geschichte Österreich): Counter-hegemonic Collecting in a History Museum
17:20 – Julia Gebke (Vienna): Cultural Bias²? Challenge accepted! How to Use Creative Writing in History to Tackle Biases
17:45 – Kees van Berkel (Technical University Vienna): AI Ethics Audits: How to Empower AI Developers to Engage in Ethical Self-Assessment
18:30 – Buffet
Tuesday, November 10, 2026
9:00 – Get-Together
Session 3: Cultural and Algorithmic Biases
9:15 – ONB Labs Team: ONB’s Collection Criteria & ONB Labs’ Publication Practices
9:40 – Kerstin Herlt (Deutsches Filminstitut & Filmmuseum, Frankfurt am Main): When Cultural Heritage Data Carries Bias: DE-BIAS Between Critique and Practice
10:05 – Nanne van Noord (University of Amsterdam): Multimodal Biases and Subjectivity in Visual Culture
10:30 – Coffee Break
Session 4: Panel Discussion on Mitigation Practices
11:15 – Eva Mayr (University for Continuing Education Krems), Laura Hollink (Centrum Wiskunde & Informatica, Amsterdam), Eugenia Stamboliev (University of Vienna)
12:20 – Wrap-up
12:30 – Self-Paid Joint Lunch (optional)
Link to his event via ÖNB Labs:
- Start
- 9 November 2026
- End
- 10 November 2026