DDIS Publications
Current DDIS Publications
We include the papers on this page to ensure timely dissemination on a noncommercial basis. Copyright and all rights therein are maintained by the authors or by other copyright holders, notwithstanding that they have offered their works here electronically. It is understood that all persons copying this information will adhere to the terms and constraints invoked by the copyrights. These works may not be reposted without the explicit permission of the copyright holder.
Please read an important note about the name Querix used in some of our publications here.
UZH is transitionig is publication repository. Therefore, the functionality on this page may experience some fluctuations. Below you can find the new publication list. The old one can be found at the bottom of the page or at the following URLs:
ZORA Publication List
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Publications
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2025
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Journal Article
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Whom do Explanations Serve? A Systematic Literature Survey of User Characteristics in Explainable Recommender Systems Evaluation. ACM Transactions on Recommender Systems, 3(4):1-35.
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Effects of Human Cognition-Inspired Task Presentation on Interactive Video Retrieval. ACM Transactions on Multimedia Computing Communications and Applications:Epub ahead of print.
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Performance Evaluation in Multimedia Retrieval. ACM Transactions on Multimedia Computing Communications and Applications, 21(1):1-23.
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Conference or Workshop item
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An Extended Evaluation of Single-Label Multi-modal Field of Research Classification Using a Taxonomy-Based Metric. In: The Semantic Web: ESWC 2024 Satellite Events, Hersonissos, Crete, Greece, 26 May 2024 - 30 May 2024. Springer (Bücher), 167-182.
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2024
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Journal Article
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Gesture retrieval and its application to the study of multimodal communication. International Journal on Digital Libraries, 25(4):585-601.
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We need to understand the effect of narratives about generative AI. Nature Human Behaviour, 8(12):2251-2252.
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Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition. IEEE Access, 12:79342-79366.
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Evaluating explainable social choice-based aggregation strategies for group recommendation. User modeling and user-adapted interaction, 34(1):1-58.
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Unified Multimedia Segmentation - A Comprehensive Model for URI-based Media Segment Representation. Transactions on Graph Data and Knowledge (TGDK), 2(3):1-34.
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Framing is Mightier than the Sword: Detection of Episodic and Thematic Framing in News Media. Human Computation, 11(1):1-28.
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Book Section
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Toward the Argument Web of Science. In: Reed, Chris; Thimm, Matthias; Rienstra, Tjitze. Computational Models of Argument: Proceedings of COMMA 2024. Amsterdam, Washington, DC: I O S Press, 365-366.
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A New Retrieval Engine for Vitrivr. In: Rudinac, Stevan; Hanjalic, Alan; Liem, Cynthia C S; Worring, Marcel; Jónsson, Björn þóR; Liu, Bei; Yamakata, Yoko. MultiMedia Modeling - 30th International Conference. Cham: Springer, 324-331.
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Exploring Multimedia Vector Spaces with vitrivr-VR. In: Rudinac, Stevan; Hanjalic, Alan; Liem, Cynthia C S; Worring, Marcel; Jónsson, Björn þóR; Liu, Bei; Yamakata, Yoko. MultiMedia Modeling - 30th International Conference. Cham: Springer, 317-323.
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Augmented Reality Photo Presentation and Content-Based Image Retrieval on Mobile Devices with AR-Explorer. In: Rudinac, Stevan; Hanjalic, Alan; Liem, Cynthia C S; Worring, Marcel; Jonsson, Björn Thor; Liu, Bei; Yamakata, Yoko. MultiMedia Modeling - 30th International Conference. Cham: Springer, 265-270.
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Documents with Integrated Visually Annotated Arguments. In: Reed, Chris; Thimm, Matthias; Rienstra, Tijtze. Computational models of argument: Proceedings of COMMA 2024. Amsterdam, Washington, DC: I O S Press, 367-368.
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A Unified Benchmark for Argument Mining. In: Reed, Chris; Thimm, Matthias; Rienstra, Tijtze. Computational Models of Argument: Proceedings of COMMA 2024. Amsterdam, Washington, DC: I O S Press, 363-364.
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Conference or Workshop item
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SciHyp: A Fine-Grained Dataset Describing Hypotheses and Their Components from Scientific Articles. In: The Semantic Web — ISWC 2024, Live! Casino & Hotel Maryland, 11 November 2024 - 15 November 2024. Springer (Bücher), 134-152.
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Estimating the Semantic Density of Visual Media. In: MM '24: The 32nd ACM International Conference on Multimedia, Melbourne VIC Australia, 28 October 2024 - 1 November 2024. Association for Computing Machinery, 4601-4609.
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IDEA – Informfully Dataset with Enhanced Attributes. In: NORMalize 2024: The Second Workshop on the Normative Design and Evaluation of Recommender Systems, Bari, Italy, 14 October 2024 - 18 October 2024. CEUR-WS, 1-12.
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Evaluating the Pros and Cons of Recommender Systems Explanations. In: RecSys '24: 18th ACM Conference on Recommender Systems, Bari, Italy, 14 October 2024 - 18 October 2024. ACM Digital library, 1302-1307.
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Recommendations for the Recommenders: Reflections on Prioritizing Diversity in the RecSys Challenge. In: RecSys Challenge '24: ACM RecSys Challenge 2024, Bari, Italy, 14 October 2024 - 18 October 2024, 22-26.
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Informfully – Research Platform for Reproducible User Studies. In: RecSys '24: Eighteenth ACM Conference on Recommender Systems, Bari, Italy, 14 October 2024 - 18 October 2024. ACM Digital library, 660-669.
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A Comparison of Late-Fusion Training Strategies for Quad-Modal Joint Embeddings. In: 2024 International Conference on Content-Based Multimedia Indexing (CBMI), Reykjavik, Iceland, 18 September 2024 - 20 September 2024. ACM Digital library, 1-7.
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Fast and Adaptive Questionnaires for Voting Advice Applications. In: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, Vilnius, Lithuania, 9 September 2024 - 13 September 2024. Springer, 365-380.
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LifeGraph 4 - Lifelog Retrieval using Multimodal Knowledge Graphs and Vision-Language Models. In: LSC '24: 7th Annual ACM Workshop on the Lifelog Search Challenge, Phuket Thailand, 10 June 2024. Association for Computing Machinery, 88-92.
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General Purpose Multimedia Retrieval with vitrivr at LSC'24. In: LSC '24: 7th Annual ACM Workshop on the Lifelog Search Challenge, Phuket Thailand, 10 June 2024. Association for Computing Machinery, 47 -52.
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Spatiotemporal Lifelog Analytics in Virtual Reality with vitrivr-VR. In: LSC '24: 7th Annual ACM Workshop on the Lifelog Search Challenge, Phuket Thailand, 10 June 2024. Association for Computing Machinery, 7-11.
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OpenLifelogCam - A Low-Cost Open-Source Wearable Camera Platform. In: ICMR '24: International Conference on Multimedia Retrieval, Phuket Thailand, 10 June 2024 - 14 June 2024. Association for Computing Machinery, 1236 -1240.
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Reproducibility Companion Paper of "MMSF: A Multimodal Sentiment-Fused Method to Recognize Video Speaking Style". In: ICMR '24: International Conference on Multimedia Retrieval, Phuket Thailand, 10 June 2024 - 14 June 2024. Association for Computing Machinery, 1232 -1235.
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Introduction to the Seventh Annual Lifelog Search Challenge, LSC'24. In: ICMR '24: International Conference on Multimedia Retrieval, Phuket Thailand, 10 June 2024 - 14 June 2024. Association for Computing Machinery, 1334 -1335.
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Single-label multi-modal field of research classification. In: International Workshop on Natural Scientific Language Processing and Research Knowledge Graphs, Hersonissos, Crete, Greece, 27 May 2024. Springer (Bücher), 224-233.
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How Good are LLMs in Generating Personalized Advertisements?. In: WWW '24: The ACM Web Conference 2024, Singapore, Singapore, 13 May 2024 - 17 May 2024. ACM Digital library, 826-829.
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Casual Users and Rational Choices within Differential Privacy. In: 2024 IEEE Symposium on Security and Privacy (SP), San Francisco, 17 May 2024 - 23 May 2024. Institute of Electrical and Electronics Engineers, 87.
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An Empirical Exploration of Perceived Similarity between News Article Texts and Images. In: MediaEval 2023 Multimedia Benchmark Workshop 2023, Amsterdam, The Netherlands, 1 February 2024 - 2 February 2024. CEUR-WS, online.
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Prompt-based Alignment of Headlines and Images Using OpenCLIP. In: MediaEval 2023 Multimedia Benchmark Workshop 2023, Amsterdam, The Netherlands, 1 February 2024 - 2 February 2024. CEUR-WS, online.
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QAGCN: Answering Multi-relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs. In: The 21st Extended Semantic Web Conference (ESWC 2024), Hersonissos, Greece, 26 May 2024 - 30 May 2024. Springer, 41-58.
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Enabling Delayed-Answer Auctions for RDF Knowledge Graphs Monetisation. In: International Conference on Semantic Systems, Graz, Austria, 17 September 2024 - 19 September 2024. I O S Press, 279-293.
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Adversarial Nibbler: An Open Red-Teaming Method for Identifying Diverse Harms in Text-to-Image Generation. In: The 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro, Brazil, 3 June 2024 - 6 June 2024. ACM Digital library, 388-406.
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Dissertation
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Towards AI-assisted data science development. Decoding, visualising, and enhancing human-AI collaboration for data science workflows in practice. 2024, University of Zurich, Faculty of Economics.
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Scientific Publication in Electronic Form
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KI in Bildung, Forschung und Innovation DSI Strategy Lab 2023 — Positionspapier. www.dsi.uzh.ch: Digital Society Initiative.
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2023
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Journal Article
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Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS. Multimedia Systems, 29(6):3481-3504.
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Active querying approach to epidemic source detection on contact networks. Scientific Reports, 13(1):11363.
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The importance of theory at the Information Systems Journal. Information Systems Journal, 33(4):693-702.
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Visualising data science workflows to support third-party notebook comprehension: an empirical study. Empirical Software Engineering, 28(3):58.
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Challenges and opportunities of democracy in the digital society: report from Dagstuhl Seminar 22361. Dagstuhl Manifestos, 12(9):1-19.
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Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021. IEEE Access, 11:30982-30995.
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Towards the Web of Embeddings: Integrating multiple knowledge graph embedding spaces with FedCoder. Journal of Web Semantics, 75:100741.
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Book Section
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Exploring Effective Interactive Text-Based Video Search in vitrivr. In: Dang-Nguyen, Duc-Tien; Gurrin, Cathal; Larson, Martha; Smeaton, Alan F; Rudinac, Stevan; Dao, Minh-Son; Trattner, Christoph; Chen, Phoebe. MultiMedia Modeling. Cham: Springer, 646-651.
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Wasserstein t-SNE. In: Amini, Massih-Reza; Canu, Stéphane; Fischer, Asja; Guns, Tias; Tsoumakas, Grigorios; Kralj Novak, Petra. Machine Learning and Knowledge Discovery in Databases. Switzerland: Springer, 104-120.
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Pagination
Important note about the Querix name
"Querix" is a registered trademark of Querix (UK) Ltd. (http://www.querix.com). The above mentioned tool/interface/publication named "Querix" was elaborated independent from Querix (UK) Ltd.