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.
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
Social and Economic Sciences, Doctorate, University of Vienna
International Business Administration, Diploma degree (equivalent to Master's degree), University of Vienna
Business Informatics, MSc, Vienna University of Technology
Keywords
- Q Science (General)
- music
- media
- recommender systems
- fairness
- algorithmic decision-making
- human-centered computing
- human-computer interaction
- bias mitigation
- interactive intelligent systems
- context adaptivity
- applied AI
- personalization
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
-
EXDIGIT: Excellence in Digital Sciences and Interdisciplinary Technologies
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)
1/04/22 → 31/03/28
Project: Research
-
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 -
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 -
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 -
Amplifying artists' voices: item provider perspectives on influence and fairness of music streaming platforms
Dinnissen, K. & Bauer, C., 26 Jun 2023, UMAP 2023 - Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization. New York, NY, USA: Association for Computing Machinery (ACM), p. 238-249 12 p.Research output: Chapter in Book/Report/Conference proceeding/Legal commentary › Conference contribution › peer-review
Open Access
Prizes
-
Women in RecSys Journal Paper of the Year Award 2024, Senior category
Bauer, C. (Recipient), Oct 2024
Prize
-
CPDP 2013 Multidisciplinary Privacy Research Award
Spiekermann, S. (Recipient), Korunovska, J. (Recipient) & Bauer, C. (Recipient), Jan 2013
Prize
File -
File
-
File
-
File
Activities
-
Independent Ethics Advisor
Bauer, C. (Advisor)
1 Jan 2023 → 31 Dec 2025Activity: Consultancy and Expert Opinion › Expert opinion
-
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
-
Jury member for the "aws Preseed | Seedfinancing – Innovative Solutions" program
Bauer, C. (Consultant)
26 Nov 2024 → 27 Nov 2024Activity: Consultancy and Expert Opinion › Expert opinion
-
Fairness in algorithmic decision-making: The effects of bias mitigation strategies in music recommender systems
Bauer, C. (Invited speaker)
20 Nov 2024Activity: Talk or presentation › Guest lecture › science to science / art to art
-
INTROSPECTIVES 2024: 1st Workshop: Reflections on Recommender Systems Past, Present, and Future
Said, A. (Organiser), Bauer, C. (Organiser) & Zangerle, E. (Organiser)
18 Oct 2024Activity: Participating in or organising an event › Organising an event
Press/Media
-
Mahlzeit Burgenland: Christine Bauer (Wissenschaftlerin) zu Gast bei Georg Prenner
Bauer, C. & Prenner, G.
4/10/24
2 Media contributions
Press/Media
-
-
Streamingdienste und ihre Musikempfehlungen: Wer bestimmt, was wir hören?
2/04/24
1 item of Media coverage
Press/Media
-
-
Not OK, computer: music streaming’s diversity problem
Bauer, C. & Tett, G.
7/04/21
1 item of Media coverage
Press/Media