Projects per year
Personal profile
Research interests
Her research activities center on interactive intelligent systems, where she integrates research on intelligent technologies, the interaction of humans with intelligent systems, and their interplay. She takes a human-centered computing approach, where technology follows humans’ and society’s needs. Recently, she has focused on context-aware recommender systems and concentrates on recommender systems in the music and media sector in particular. Core interests in her research activities are fairness in algorithmic decision-making and multi-method evaluation.
Further info
She contributes to the Excellence in Digital Sciences and Interdisciplinary Technologies (EXDIGIT) initiative, fundend by Land Salzburg.
She is a Lead of the focus area InterMediation. Music—Effect—Analysis at the inter-university organization Wissenschaft & Kunst.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Business Informatics, MSc, Technische Universität Wien
Social and Economic Sciences, Doctorate, Universität Wien
International Business Administration, Diploma degree (equivalent to a Master's degree), Universität Wien
External positions
Lead of the focus area "InterMediation. Music—Effect—Analysis", Wissenschaft und Kunst
1 Oct 2024 → 30 Sept 2028
Keywords
- Q Science (General)
- recommender systems
- applied AI
- fairness
- bias mitigation
- personalization
- algorithmic decision-making
- human-centered computing
- human-computer interaction
- interactive intelligent systems
- context adaptivity
- music
- media
- informatics
- multi-method evaluation
Fields of Science and Technology Classification 2012 (Level 2, 3-digit codes).
- 102 Computer Sciences
- 502 Economics
- 501 Psychology
- 509 Other Social Sciences
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Active
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EXDIGIT: Excellence in Digital Sciences and Interdisciplinary Technologies
Tscheligi, M. (Principal Investigator), Bathke, A. (Co-Principal Investigator), Horejs-Höck, J. (Principal Investigator), Hüsing, N. (Principal Investigator), Tscheligi, M. (Co-Investigator), Bauer, C. (Co-Investigator), Demir, C. (Co-Investigator), Dong, Y. (Co-Investigator), Faria Costa, J. (Co-Investigator), Graf, F. (Co-Investigator), Grilnberger, M. (Co-Investigator), Hannibal, G. (Co-Investigator), Katzlberger, D. (Co-Investigator), Leschke, N. C. (Co-Investigator), Linortner, M. (Co-Investigator), Maislinger, L. (Co-Investigator), Mocnik, F.-B. (Co-Investigator), Pallas, F. (Co-Investigator), Unterberger, E. (Co-Investigator), Williams, M. C. (Co-Investigator), Zimmermann, G. (Co-Investigator), Carrozzo, A. E. (Co-Investigator), Mehran, N. (Co-Investigator), Dabiri, Z. (Co-Investigator), Akil, M. (Co-Investigator), Schenk, K. (Project administration), Stainer-Hochgatterer, A. (Project administration), Walleczek-Fritz, J. (Project administration) & Zemasch, M. (Project administration)
1/04/22 → 31/03/28
Project: Research
Research output
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Evaluating Recommender Systems: Survey and Framework
Zangerle, E. & Bauer, C., 23 Dec 2022, In: ACM Computing Surveys. 55, 8, p. 1-38 38 p., 170.Research output: Contribution to journal › Article › peer-review
Open Access -
It's not you, it's me: the impact of choice models and ranking strategies on gender imbalance in music recommendation
Ferraro, A., Ekstrand, M. & Bauer, C., 8 Oct 2024, p. 884-889. 6 p.Research output: Contribution to conference › Paper › peer-review
Open Access -
Intra-list similarity and human diversity perceptions of recommendations: the details matter
Jesse, M., Bauer, C. & Jannach, D., 12 Dec 2022, In: User Modeling and User-Adapted Interaction. 33, 4, p. 769-802Research output: Contribution to journal › Article › peer-review
Open Access -
Break the Loop: Gender Imbalance in Music Recommenders
Ferraro, A., Serra, X. & Bauer, C., 14 Mar 2021, Proceedings of the 2021 Conference on Human Information Interaction and Retrieval. New York, NY, USA: Association for Computing Machinery (ACM), p. 249-254Research output: Chapter in Book/Report/Conference proceeding/Legal commentary › Conference contribution › peer-review
Open Access -
Where are the values? A systematic literature review on news recommender systems
Bauer, C., Bagchi, C., Hundogan, O. & van Es, K., Jun 2024, In: ACM Transactions on Recommender Systems. 2, 3, p. 1-40 40 p., 23.Research output: Contribution to journal › Article › peer-review
Open Access
Prizes
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Women in RecSys Journal Paper of the Year Award 2024, Senior category
Bauer, C. (Recipient), Oct 2024
Prize
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Women in RecSys Journal Paper of the Year Award 2023, Senior category
Bauer, C. (Recipient) & Zangerle, E. (Recipient), Sept 2023
Prize
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CPDP 2013 Multidisciplinary Privacy Research Award
Spiekermann, S. (Recipient), Korunovska, J. (Recipient) & Bauer, C. (Recipient), Jan 2013
Prize
File
Activities
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Independent Ethics Advisor
Bauer, C. (Advisor)
1 Jan 2023 → 31 Dec 2025Activity: Consultancy and Expert Opinion › Expert opinion
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Dagstuhl Perspectives Workshop 24352: Dagstuhl Perspectives Workshop: Conversational Agents: A Framework for Evaluation (CAFE)
Bauer, C. (Organiser), Chen, L. (Organiser), Ferro, N. (Organiser) & Fuhr, N. (Organiser)
25 Aug 2024 → 30 Aug 2024Activity: Participating in or organising an event › Organising an event
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Dagstuhl Seminar 23031 Frontiers of Information Access Experimentation for Research and Education
Bauer, C. (Organiser), Carterette, B. (Organiser), Ferro, N. (Organiser) & Fuhr, N. (Organiser)
15 Jan 2023 → 20 Jan 2023Activity: Participating in or organising an event › Organising an event
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1st Human-Computer Interaction (HCI) Conference of the Alpine region
Bauer, C. (Organiser), Feuchtner, T. (Organiser), Haller, M. (Organiser), Lalanne, D. (Organiser), Schöning, J. (Organiser) & Zimmermann, V. (Organiser)
1 Mar 2026 → 5 Mar 2026Activity: Participating in or organising an event › Organising an event
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Robin Ungruh
Bauer, C. (Host)
1 Jul 2026 → 31 Jul 2026Activity: Hosting a visitor › Hosting an academic visitor
Press/Media
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Mahlzeit Burgenland: Christine Bauer (Wissenschaftlerin) zu Gast bei Georg Prenner
Bauer, C. & Prenner, G.
4/10/24
2 Media contributions
Press/Media
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Streamingdienste und ihre Musikempfehlungen: Wer bestimmt, was wir hören?
2/04/24
1 item of Media coverage
Press/Media
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Not OK, computer: music streaming’s diversity problem
Bauer, C. & Tett, G.
7/04/21
1 item of Media coverage
Press/Media