Biography

Eva is a postdoctoral researcher at the Department of Computer Science at the University of Innsbruck, Austria. Her primary scientific interests focus on (context-aware) recommender systems and user modeling aspects of music information retrieval tasks. She earned her Ph.D. from the University of Innsbruck in the field of recommender systems for collaborative social media platforms. During her postdoc, she did short-term research stays at Ritsumeikan University in Kyoto, Japan (funded by a Postdoctoral Fellowship for Overseas Researchers from the Japan Society for the Promotion of Science), Freie Universität Berlin, Germany (funded by the Global Faculty Program of Freie Universität) and Johannes-Kepler-Universität Linz, Austria.

Eva is also co-author of a book on MySQL (currently in it’s 3rd edition). For more information on the book, visit Rheinwerk Verlag (the publisher) or the book’s website .

Interests

  • Recommender Systems
  • Music Information Retrieval
  • Information Retrieval
  • Natural Language Processing

Education

  • PhD in Computer Science, 2013

    Universität Innsbruck

  • Master in Computer Science, 2007

    Universiät Innsbruck

News

  • Our TISMIR journal article on culture-aware music reocmmendations was accepted. [2019/12]
  • I will be publication co-chair at ISMIR 2020 :) [2019/10]

Recent Publications

(2020). Shared Tasks on Authorship Analysis at PAN 2020. Advances in Information Retrieval, 42nd European Conference on IR Research, ECIR 2020.

(2019). MediaEval 2019 Emotion and Theme Recognition task: A VQ-VAE Based Approach. Working Notes Proceedings of the MediaEval 2019 Workshop.

PDF

(2019). Recognizing Song Mood and Theme Using Convolutional Recurrent Neural Networks. Working Notes Proceedings of the MediaEval 2019 Workshop.

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Community Service

Reviewing for Conferences

  • International Workshop on Algorithmic Bias in Search and Recommendation [2020]
  • Conference on User Modeling, Adaptation and Personalization (UMAP) [2019-2020]
  • ACM International Conference on Multimedia (ACMMM) [2019-2020]
  • ACM Symposium on Applied Computing (SAC) [2015-2020]
  • European Conference on Information Retrieval (ECIR) [2019]
  • ACM Conference on Web Science (WebSci) [2019]
  • Sound & Music Computing Conference (SMC) [2019]
  • International Society for Music Information Retrieval Conference (ISMIR) [2016, member of PC 2017-2019]
  • Workshop on Explainable and Holistic User Modeling – co-located with UMAP [2019]
  • Workshop Engineering Accountable Information Systems [2019]
  • International Workshop on Transparent Personalization Methods based on Heterogeneous Personal Data [2019]
  • ACM International Conference on Recommender Systems (RecSys) [2018-2019; best reviewer award nominee 2018]
  • 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 Intelligent Systems and Technology (TIST)
  • Journal of Social Network Analysis and Mining (SNAM)
  • ACM Transactions on Information Systems (TOIS)
  • Expert Systems with Applications Journal
  • Engineering Applications of Artificial Intelligence: The International Journal of Intelligent Real-Time Automation
  • Knowledge and Information Systems (KAIS)
  • Information Sciences (Informatics and Computer Science Intelligent Systems Applications)
  • Journal of Grid Computing
  • PLOS One
  • Transactions of the International Society for Music Information Retrieval (TISMIR)
  • User Modeling and User-Adapted Interaction (UMUAI)
  • EURASIP Journal on Audio, Speech, and Music Processing
  • International Journal on Human-Computer Studies
  • Journal Concurrency and Computation: Practice and Experience
  • International Journal of Multimedia Information Retrieval (IJMIR)
  • EPJ Data Science

Organization

  • Publication Chair: International Society on Music Information Retrieval Conference (ISMIR) 2020.
  • Task Chair: Style Change Detection Task, PAN@CLEF 2020.
  • Tutorials Chair: International Society on Music Information Retrieval Conference (ISMIR) 2019.
  • Task Chair: Style Change Detection Task, PAN@CLEF 2019.
  • Project Guide: 2nd WiMIR Workshop@ISMIR 2019 (Multi-Dimensional User Models for MIR)
  • WiMIR Chair: Women in MIR at International Society on Music Information Retrieval Conference (ISMIR) 2018.
  • Co-Organizer: 1st International Workshop on Multi-Method Evaluation of Personalized Systems @UMAP 2018 – User Modelling, Adaptation and Personalization, Singapore, 2018.
  • Co-Organizer: Panel “Building Bridges-Corpus linguistics and Digital Humanities” at Digital Humanities Austria, Innsbruck, 2017.
  • Co-Organizer ”Grundlagen von Datenbanken“ 2011.

Contact

Dr. Eva Zangerle