Associate Professor
Universität Innsbruck
Biography
Eva is an associate professor at the Department of Computer Science at the University of Innsbruck, Austria. She recently was awarded the habilitation degree (venia docendi) in Computer Science in 2023 (title of thesis: “Recommender Systems for Music Retrieval Tasks”). In 2013, Eva earned her Ph.D. from the University of Innsbruck, focusing on recommender systems for collaborative social media platforms. She has expanded her research horizons by undertaking short-term research stays at Ritsumeikan University in Kyoto, Japan, Freie Universität Berlin, Germany, and Johannes Kepler University Linz, Austria.
Eva’s primary scientific interests revolve around the field of recommender systems, particularly their evaluation and user modeling. She is one of the organizers of the PERSPECTIVES workshop series “Perspectives on the Evaluation of Recommender Systems”. Eva has been honored with the Women in RecSys Best Journal Paper of the Year award in both 2022 and 2023.
In addition to her scholarly endeavors, Eva is also a co-author of a book on MySQL, which is currently in its third edition.
Interests
- Recommender Systems
- Music Information Retrieval
- Information Retrieval
- Natural Language Processing
Education
Habilitation in Computer Science, 2023
University of Innsbruck, Austria
PhD in Computer Science, 2013
University of Innsbruck, Austria
Master in Computer Science, 2007
University of Innsbruck, Austria
News
- The report on our Dagstuhl seminar “Evaluation Perspectives of Recommender Systems: Driving Research and Education (Dagstuhl Seminar 24211” is out [11/2024].
- Our paper “Efficient Session-based Recommendation with Contrastive Graph-based Shortest Path Search” has just appeared in ACM Transactions on Recommender Systems [11/2024].
- Our paper “Are We Explaining Flawed Recommenders? Incorporating Recommender Performance for Evaluating Explainers” has been accepted at RecSys 2024 as an LBR paper [09/2024].
- Our paper “Assessing aesthetic music-evoked emotions in a minute or less: A comparison of the GEMS-45 and the GEMS-9” was accepted for publication in the Musicae Scientiae journal [08/2024].
- Yay, I was promoted to Associate Professor [07/2024].
- Marta will present our short paper on “Emotion-Based Music Recommendation from Quality Annotations and Large-Scale User-Generated Tags” co-authored by Marta Moscati, Hannah Strauß, Peer-Ole Jacobsen, Andreas Peintner, Eva Zangerle, Marcel Zentner and Markus Schedl at the 32nd ACM Conference on User Modeling, Adaptation and Personalization next week. [06/2024].
- I’m now a Distinguished Reviewer at ACM Transactions on Recommender Systems (TORS) [04/2024].
- Our paper “Song lyrics have become simpler and more repetitive over the last five decades” has appeared in Nature Scientific Reports :) [04/2024].
- The IUI Workshop Proceedings are now out, co-edited by Axel Soto and me [04/2024].
- Very happy to see our (together with Christine Bauer and Alan Said) Special Issue on “Perspectives on Recommender Systems Evaluation” appear in ACM Transactions on Recommender Systems [03/2024].
- Our paper “The Emotion-to-Music Mapping Atlas (EMMA):A systematically organized online database of emotionally evocative music excerpts” (by Hannah Strauß, Julia Vigl, Peer-Ole Jacobsen, Martin Bayer, Francesca Talamini, Wolfgang Vigl, me, and Marcel Zentner) has just appeared in Behavior Research Methods [02/2024].
Recent Publications
(2024).
Evaluation Perspectives of Recommender Systems: Driving Research and Education (Dagstuhl Seminar 24211).
Dagstuhl Reports.
(2024).
Reflections on Recommender Systems: Past, Present, and Future (INTROSPECTIVES).
Proceedings of the 18th ACM Conference on Recommender Systems.
(2024).
Are We Explaining the Same Recommenders? Incorporating Recommender Performance for Evaluating Explainers.
Proceedings of the 18th ACM Conference on Recommender Systems.
(2024).
Efficient Session-based Recommendation with Contrastive Graph-based Shortest Path Search.
ACM Transactions on Recommender Systems.
(2024).
The Emotion-to-Music Mapping Atlas (EMMA): A systematically organized online database of emotionally evocative music excerpts.
Behavior Research Methods.
Selected Projects
- Humans and Recommender Systems: Towards a Mutual Understanding (principal investigator)
funded by Austrian Research Fund (FWF)
2021-2025, 600,000 EUR - GoStudent - Q&A Matching (principal investigator)
funded by Austrian Research Promotion Agency (FFG)
2019-2020, 89,000 EUR - Digitization and Visualization of Archives and Collections (co-principal investigator)
funded by Region of Tyrol
2018-2020, 200,000 EUR
Professional Service
Conference Organization
- Austrian Computer Science Day 2025 (Organizer)
- ACM Conference on Recommender Systems (RecSys) 2024 (Workshop Chair)
- Conference on User Modeling, Adaptation and Personalization (UMAP) 2024 (Track Chair Personalized Recommender Systems)
- ACM Annual Conference on Intelligent User Interfaces (IUI) 2024 (Workshop and Tutorials Chair)
- Conference on User Modeling, Adaptation and Personalization (UMAP) 2022 (Track Chair Personalized Recommender Systems)
- ACM Hypertext 2022 (Track Chair Adaptive Web and Recommender Systems)
- Conference on User Modeling, Adaptation and Personalization (UMAP) 2021 (Late Breaking Results and Demo Chair)
- International Society on Music Information Retrieval Conference (ISMIR) 2020 (Publication Chair)
- International Society on Music Information Retrieval Conference (ISMIR) 2019 (Tutorials Chair)
- Women in MIR at International Society on Music Information Retrieval Conference (ISMIR) 2018 (WiMIR Chair)
Workshop Organization
- INTROSPECTIVES 2024 Workshop: Reflections on Recommender Systems Past, Present, and Future at ACM Recommender Systems 2024.
- Dagstuhl Seminar: Evaluation Perspectives of Recommender Systems: Driving Research and Education 2024.
- PERSPECTIVES 2023 Workshop: 3rd Perspectives on the Evaluation of Recommender Systems Workshop at ACM Recommender Systems 2023.
- PERSPECTIVES 2022 Workshop: 2nd Perspectives on the Evaluation of Recommender Systems Workshop at ACM Recommender Systems 2022.
- PERSPECTIVES 2021 Workshop: Perspectives on the Evaluation of Recommender Systems Workshop at ACM Recommender Systems 2021.
- 2nd WiMIR Workshop at International Society on Music Information Retrieval Conference (Project Guide for Multi-Dimensional User Models for MIR).
- 1st International Workshop on Multi-Method Evaluation of Personalized Systems @UMAP 2018 – User Modelling, Adaptation and Personalization, 2018.
- 23rd Workshop Grundlagen von Datenbanken 2011.
Challenge Organization
- Multi-Author Analysis Task, PAN@CLEF 2025 (Task Chair)
- Multi-Author Analysis Task, PAN@CLEF 2024 (Task Chair)
- Multi-Author Analysis Task, PAN@CLEF 2023 (Task Chair)
- Multi-Author Analysis Task, PAN@CLEF 2022 (Task Chair)
- Style Change Detection Task, PAN@CLEF 2021 (Task Chair)
- Style Change Detection Task, PAN@CLEF 2020 (Task Chair)
- Style Change Detection Task, PAN@CLEF 2019 (Task Chair)
Editorial Service
- Guest editor: Special Issue “Perspectives on Recommender Systems Evaluation” in ACM Transactions on Recommender Systems (together with Christine Bauer and Alan Said) [2022-2024]
Reviewing for Conferences
- European Conference on Information Retrieval (ECIR) [2019, 2021-2023, 2024 (workshops), 2025]
- Conference and Labs of the Evaluation Forum (CLEF) [2025 (Lab Proposals)]
- ACM International Conference on Recommender Systems (RecSys) [2018-2022; best reviewer award nominee 2018; senior PC member 2024]
- ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) [2022, senior PC member 2023–2024]
- ACM International Conference on Information and Knowledge Management (CIKM) [2024, senior PC member for short papers 2024]
- Conference on User Modeling, Adaptation and Personalization (UMAP) [2019-2021, 2023-2024; best reviewer award nominee 2023]
- International Society for Music Information Retrieval Conference (ISMIR) [2016, meta-reviewer 2017-2022, 2024]
- MuRS: Music Recommender Systems Workshop [2024]
- First International Workshop on Graph-Based Approaches in Information Retrieval [2024]
- ACM International Conference on Web Search and Data Mining (WSDM) [2023]
- The Web Conference [2022, senior PC member 2023]
- International Workshop on Algorithmic Bias in Search and Recommendation [2020-2023]
- Workshop on Adaptive and Personalized Explainable User Interfaces [2022]
- International Symposium on Open Collaboration (OpenSym) [2021]
- Workshop on Computational Humanities Research [2020-2021]
- ACM International Conference on Multimedia (ACMMM) [2019-2020]
- ACM Symposium on Applied Computing (SAC) [2015-2020]
- Explainable User Models and Personalized Systems Workshop (ExUM) [2020]
- ACM Conference on Web Science (WebSci) [2019]
- Sound & Music Computing Conference (SMC) [2019]
- Workshop on Explainable and Holistic User Modeling [2019]
- Workshop Engineering Accountable Information Systems [2019]
- International Workshop on Transparent Personalization Methods based on Heterogeneous Personal Data [2019]
- International Conference on New Music Concepts (ICNMC) [2014-2019]
- Hawaii International Conference on System Sciences (HICSS) [2016-2019]
- Conference on Affective Computing and Intelligent Interaction (ACII) [2017, 2019]
- CHI Conference on Human Factors in Computing Systems (CHI) [2018]
- Workshop on Social Aspects in Personalization and Search (SoAPS) [2018]
- International Conference on Semantic Systems (SEMANTiCS) [2014-2018]
- Digital Humanities Austria (DHA) [2017-2018]
- Workshop on Social Media for Personalization and Search (SoMePeaS) [2017]
- International Conference on Advances in Semantic Processing (SemaPro) [2017]
- Workshop on Linked Enterprise Data Services, Provenance, Linking and QualitY (LEDSPLaY) [2017]
- Workshop on Engineering Computer-Human Interaction in Recommender Systems (EnCHIReS) [2016]
- European Conference on Information Systems (ECIS, Social Media in Business and Society) [2016]
- International Conference on Semantic Systems (SEMANTiCS), Poster Track [2014-2016]
- Affect and Sentiment in Multimedia Workshop (ASM) [2015]
- International Workshop on Social Media Retrieval and Analysis (Somera) [2014-2015]
- European Conference on Information Systems (ECIS, Social Media Research and Analytics Track) [2015]
- International Semantic Web Conference (ISWC) [2014]
- International Conference on Semantic Systems (I-Semantics) [2012-2013]
Reviewing for Journals
- ACM TRansactions on Recommender Systems (distinguished reviewer)
- ACM Computing Surveys
- ACM Transactions on Information Systems (TOIS)
- ACM Transactions on Intelligent Systems and Technology (TIST)
- Data Mining and Discovery
- Data Mining and Knowledge Discovery
- Engineering Applications of Artificial Intelligence: The International Journal of Intelligent Real-Time Automation
- EPJ Data Science
- EURASIP Journal on Audio, Speech, and Music Processing
- Expert Systems with Applications Journal
- Frontiers in AI - Natural Language Processing (member of editorial team)
- Frontiers in Research Metrics and Analytics - Research methods (member of editorial team)
- Information Sciences (Informatics and Computer Science Intelligent Systems Applications)
- International Journal of Multimedia Information Retrieval (IJMIR)
- International Journal on Human-Computer Studies
- Journal Concurrency and Computation: Practice and Experience
- Journal of Grid Computing
- Journal of Social Network Analysis and Mining (SNAM)
- Knowledge and Information Systems (KAIS)
- PLOS One
- Transactions of the International Society for Music Information Retrieval (TISMIR)
- User Modeling and User-Adapted Interaction (UMUAI)
Contact
Dr. Eva Zangerle
- eva.zangerle@uibk.ac.at
- Technikerstr. 21A, Innsbruck, 6020
- Book an appointment