DDIS Publications

Current DDIS Publications

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Publications

2024
- Conference or Workshop item
  - Heitz, L., Chan, Y. K., Li, H., Zeng, K., Bernstein, A., & Rossetto, L. (2024). Prompt-based Alignment of Headlines and Images Using OpenCLIP CEUR Workshop Proceedings, online. https://ceur-ws.org/Vol-3658/paper7.pdf
  - Wang, R., Rossetto, L., Cochez, M., & Bernstein, A. (2024). QAGCN: Answering Multi-relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs Lecture Notes in Computer Science, 41–58. https://doi.org/10.1007/978-3-031-60626-7_3
  - Ashena, N., Inel, O., Persaud, B. L., & Bernstein, A. (2024). Casual Users and Rational Choices within Differential Privacy Proceedings of the IEEE Symposium on Security and Privacy, 87. https://doi.org/10.1109/SP54263.2024.00088
  - Skaf-Molli, H., Molli, P., Ibáñez, L.-D., & Bernstein, A. (2024). Enabling Delayed-Answer Auctions for RDF Knowledge Graphs Monetisation Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI, 279–293. https://doi.org/10.3233/SSW240022
  - Quaye, J., Parrish, A., Inel, O., Rastogi, C., Kirk, H. R., Kahng, M., Van Liemt, E., Bartolo, M., Tsang, J., White, J., Clement, N., Mosquera, R., Ciro, J., Janapa Reddi, V., & Aroyo, L. (2024). Adversarial Nibbler: An Open Red-Teaming Method for Identifying Diverse Harms in Text-to-Image Generation The 2024 ACM Conference on Fairness, Accountability, and Transparency, 388–406. https://doi.org/10.1145/3630106.3658913
- Dissertation
  - Ramasamy, D. (2024). Towards AI-assisted data science development. Decoding, visualising, and enhancing human-AI collaboration for data science workflows in practice (Dissertation, University of Zurich) https://doi.org/10.5167/uzh-269931
- Scientific Publication in Electronic Form
  - Bernstein, A., Cordoba, A., Witt, C., Siegers, D., Wessels, D., Thouvenin, F., Hastings, J., Coors, M., & Christen, M. (2024). KI in Bildung, Forschung und Innovation DSI Strategy Lab 2023 — Positionspapier https://perma.cc/F5YX-Q955
2023
- Journal Article
  - Lokoč, J., Andreadis, S., Bailer, W., Duane, A., Gurrin, C., Ma, Z., Messina, N., Nguyen, T.-N., Peška, L., Rossetto, L., Sauter, L., Schall, K., Schoeffmann, K., Khan, O. S., Spiess, F., Vadicamo, L., & Vrochidis, S. (2023). Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS Multimedia Systems, 29, 3481–3504. https://doi.org/10.1007/s00530-023-01143-5
  - Sterchi, M., Hilfiker, L., Grütter, R., & Bernstein, A. (2023). Active querying approach to epidemic source detection on contact networks Scientific Reports, 13, 11363. https://doi.org/10.1038/s41598-023-38282-8
  - Ramasamy, D., Sarasua, C., Bacchelli, A., & Bernstein, A. (2023). Visualising data science workflows to support third-party notebook comprehension: an empirical study Empirical Software Engineering, 28, 58. https://doi.org/10.1007/s10664-023-10289-9
  - Bernstein, A., Gohdes, A., Sarasua Garmendia, C., Staab, S., & Noveck, B. S. (2023). Challenges and opportunities of democracy in the digital society: report from Dagstuhl Seminar 22361 Dagstuhl Manifestos, 12, 1–19. https://drops.dagstuhl.de/opus/volltexte/2023/17807/pdf/dagrep_v012_i009_p001_22361.pdf
  - Tran, L.-D., Nguyen, M.-D., Dang-Nguyen, D.-T., Heller, S., Spiess, F., Lokoc, J., Peska, L., Nguyen, T.-N., Khan, O. S., Duane, A., Jonsson, B. T., Rossetto, L., Yen, A.-Z., Alateeq, A., Alam, N., Tran, M.-T., Healy, G., Schoeffmann, K., & Gurrin, C. (2023). Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021 IEEE Access, 11, 30982–30995. https://doi.org/10.1109/ACCESS.2023.3248284
  - Baumgartner, M., Dell’Aglio, D., Paulheim, H., & Bernstein, A. (2023). Towards the Web of Embeddings: Integrating multiple knowledge graph embedding spaces with FedCoder Journal of Web Semantics, 75, 100741. https://doi.org/10.1016/j.websem.2022.100741
  - Díaz Andrade, A., Tarafdar, M., Davison, R. M., Hardin, A., Techatassanasoontorn, A. A., Lowry, P. B., Chatterjee, S., & Schwabe, G. (2023). The importance of theory at the Information Systems Journal Information Systems Journal, 33, 693–702. https://doi.org/10.1111/isj.12437
- Book Section
  - Sauter, L., Gasser, R., Heller, S., Rossetto, L., Saladin, C., Spiess, F., & Schuldt, H. (2023). Exploring Effective Interactive Text-Based Video Search in vitrivr In D.-T. Dang-Nguyen, C. Gurrin, M. Larson, A. F. Smeaton, S. Rudinac, M.-S. Dao, C. Trattner, & P. Chen (Eds.), MultiMedia Modeling (No. 13833; pp. 646–651). Springer. https://doi.org/10.1007/978-3-031-27077-2_53
  - Bachmann, F., Hennig, P., & Kobak, D. (2023). Wasserstein t-SNE In M.-R. Amini, S. Canu, A. Fischer, T. Guns, G. Tsoumakas, & P. Kralj Novak (Eds.), Machine Learning and Knowledge Discovery in Databases (No. 13713; pp. 104–120). Springer. https://doi.org/10.1007/978-3-031-26387-3_7
  - Lakics, V., Rossetto, L., & Bernstein, A. (2023). Link-Rot in Web-Sourced Multimedia Datasets In D.-T. Dang-Nguyen, C. Gurrin, M. Larson, A. F. Smeaton, S. Rudinac, M.-S. Dao, C. Trattner, & P. Chen (Eds.), MultiMedia Modeling (No. 13833; pp. 476–488). Springer. https://doi.org/10.1007/978-3-031-27077-2_37
  - Spiess, F., Heller, S., Rossetto, L., Sauter, L., Weber, P., & Schuldt, H. (2023). Traceable Asynchronous Workflows in Video Retrieval with vitrivr-VR In D.-T. Dang-Nguyen, C. Gurrin, M. Larson, A. F. Smeaton, S. Rudinac, M.-S. Dao, C. Trattner, & P. Chen (Eds.), MultiMedia Modeling (No. 13833; pp. 622–627). Springer. https://doi.org/10.1007/978-3-031-27077-2_49
- Conference or Workshop item
  - Inel, O., Draws, T., & Aroyo, L. (2023). Collect, measure, repeat: Reliability factors for responsible AI data collection Proceedings of the AAAI Conference on Human Computation and Crowdsourcing, 51–64. https://doi.org/10.1609/hcomp.v11i1.27547
  - Sauter, L., Bachmann, T., Rossetto, L., & Schuldt, H. (2023). Spatially Localised Immersive Contemporary and Historic Photo Presentation on Mobile Devices in Augmented Reality 13–19. https://doi.org/10.1145/3607542.3617358
  - Heitz, L. (2023). Classification of Normative Recommender Systems CEUR Workshop Proceedings, online. https://ceur-ws.org/Vol-3639/short3.pdf
  - Heitz, L., Lischka, J. A., Abdullah, R., Laugwitz, L., Meyer, H., & Bernstein, A. (2023). Deliberative Diversity for News Recommendations: Operationalization and Experimental User Study Proceedings of the ACM Conference on Recommender Systems, 813–819. https://doi.org/10.1145/3604915.3608834
  - Rossetto, L., Inel, O., Lange, S., Ruosch, F., Wang, R., & Bernstein, A. (2023). Multi-Mode Clustering for Graph-Based Lifelog Retrieval In C. Gurrin, B. P. Jonsson, D. T. D. Nguyen, G. Healy, J. Lokoc, L. Zhou, L. Rossetto, M.-T. Tran, W. Hurst, W. Bailer, & K. Schoeffmann (Eds.), Proceedings of the International Conference on Multimedia Retrieval (pp. 36–40). ACM Digital library. https://doi.org/10.1145/3592573.3593102
  - Spiess, F., Gasser, R., Schuldt, H., & Rossetto, L. (2023). The Best of Both Worlds: Lifelog Retrieval with a Desktop-Virtual Reality Hybrid System In C. Gurrin, B. P. Jonsson, D. T. D. Nguyen, G. Healy, J. Lokoc, L. Zhou, L. Rossetto, M.-T. Tran, W. Hurst, W. Bailer, & K. Schoeffmann (Eds.), Proceedings of the International Conference on Multimedia Retrieval (pp. 65–68). ACM Digital library. https://doi.org/10.1145/3592573.3593107
  - Spiess, F., Gasser, R., Heller, S., Schuldt, H., & Rossetto, L. (2023). A Comparison of Video Browsing Performance between Desktop and Virtual Reality Interfaces Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 535–539. https://doi.org/10.1145/3591106.3592292
  - Draws, T., Roy, N., Inel, O., Rieger, A., Hada, R., Yalcin, M. O., Timmermans, B., & Tintarev, N. (2023). Viewpoint Diversity in Search Results Advances in Information Retrieval, 13980, 279–297. https://doi.org/10.1007/978-3-031-28244-7_18
  - Piscopo, A., Inel, O., Vrijenhoek, S., Millecamp, M., & Balog, K. (2023). Report on the 1st Workshop on Measuring the Quality of Explanations in Recommender Systems (QUARE 2022) at SIGIR 2022 SIGIR Forum, 1–16. https://doi.org/10.1145/3582900.3582915
  - Ruosch, F., Sarasua, C., & Bernstein, A. (2023). DREAM: Deployment of Recombination and Ensembles in Argument Mining Proceedings of the Conference on Empirical Methods in Natural Language Processing, 5277–5290. https://doi.org/10.18653/v1/2023.emnlp-main.320
  - Basu, C., Kottekulam Vasu, R., Yasunaga, M., & Yang, Q. (2023). Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts Proceedings of the AAAI Conference on Artificial Intelligence, 37, 14093–14101. https://doi.org/10.1609/aaai.v37i12.26649
  - Wang, R., Zhang, Z., Rossetto, L., Ruosch, F., & Bernstein, A. (2023). NLQxform: A Language Model-based Question to SPARQL Transformer CEUR Workshop Proceedings, online. https://ceur-ws.org/Vol-3592/paper2.pdf
  - Musto, C., Delic, A., Inel, O., Polignano, M., Rapp, A., Semeraro, G., & Ziegler, J. (2023). 5th Workshop on Explainable User Models and Personalised Systems (ExUM) Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 196–198. https://doi.org/10.1145/3563359.3595629
  - Gurrin, C., Jónsson, B. Þ., Nguyen, D. T. D., Healy, G., Lokoc, J., Zhou, L., Rossetto, L., Tran, M.-T., Hürst, W., Bailer, W., & Schoeffmann, K. (2023). Introduction to the Sixth Annual Lifelog Search Challenge, LSC’23 Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 678–679. https://doi.org/10.1145/3591106.3592304
  - Inel, O., Mattis, N., Norkute, M., Piscopo, A., Schmude, T., Vrijenhoek, S., & Balog, K. (2023). QUARE: 2nd Workshop on Measuring the Quality of Explanations in Recommender Systems Proceedings of the 17th ACM Conference on Recommender Systems, 1241–1243. https://doi.org/10.1145/3604915.3608754
  - Mazumder, M., Banbury, C., Yao, X., Karlas, B., Rojas, W. G., Diamos, S., Diamos, G., He, L., Parrish, A., Kirk, H. R., Quaye, J., Rastogi, C., Kiela, D., Jurado, D., Kanter, D., Mosquera, R., Ciro, J., Aroyo, L., Acun, B., … et al. (2023). DataPerf: Benchmarks for Data-Centric AI Development Proceedings of the Conference on Neural Information Processing Systems, online. https://perma.cc/T9G8-SMYE
- Dissertation
  - Sterchi, M. (2023). Computational Approaches to Epidemic Prevention on Contact Networks (Dissertation, University of Zurich) https://doi.org/10.5167/uzh-232841
2022
- Journal Article
  - Heitz, L., Lischka, J. A., Birrer, A., Paudel, B., Tolmeijer, S., Laugwitz, L., & Bernstein, A. (2022). Benefits of Diverse News Recommendations for Democracy: A User Study Digital Journalism, 10, 1710–1730. https://doi.org/10.1080/21670811.2021.2021804
  - Thouvenin, F., de Werra, J., Benhamou, Y., Bernstein, A., Gille, F., Kuonen, D., Lovis, C., Volz, S., & von Wyl, V. (2022). Governance Mechanisms for Access and Use of Data in Public Health Crises: Call for Action Jusletter, online. https://doi.org/10.38023/01946486-4c4f-418d-8613-ab992853c707
  - Thouvenin, F., de Werra, J., Benhamou, Y., Bernstein, A., Gille, F., Kuonen, D., Lovis, C., Volz, S., & von Wyl, V. (2022). Access and Use of Data in Public Health Crises: A Call for New Governance Mechanisms Jusletter, online. https://doi.org/10.38023/01946486-4c4f-418d-8613-ab992853c707
  - Han, X., Dell’Aglio, D., Grubenmann, T., Cheng, R., & Bernstein, A. (2022). A framework for differentially-private knowledge graph embeddings Journal of Web Semantics, 72, 100696. https://doi.org/10.1016/j.websem.2021.100696
  - Heller, S., Gsteiger, V., Bailer, W., Gurrin, C., Jónsson, B. þóR, Lokoč, J., Leibetseder, A., Mejzlík, F., Peška, L., Rossetto, L., Schall, K., Schoeffmann, K., Schuldt, H., Spiess, F., Tran, L.-D., Vadicamo, L., Veselý, P., Vrochidis, S., & Wu, J. (2022). Interactive video retrieval evaluation at a distance: comparing sixteen interactive video search systems in a remote setting at the 10th Video Browser Showdown International Journal of Multimedia Information Retrieval, 11, 1–18. https://doi.org/10.1007/s13735-021-00225-2
  - Pernisch, R., Dell’Aglio, D., Serbak, M., Gonçalves, R. S., & Bernstein, A. (2022). Visualising the effects of ontology changes and studying their understanding with ChImp Journal of Web Semantics, 74, 100715. https://doi.org/10.1016/j.websem.2022.100715
  - Ramasamy, D., Sarasua, C., Bacchelli, A., & Bernstein, A. (2022). Workflow analysis of data science code in public GitHub repositories Empirical Software Engineering, 28, 7. https://doi.org/10.1007/s10664-022-10229-z
  - Inel, O., & Aroyo, L. (2022). Fine-tuning machine confidence with human relevance for video discovery Interactions, 29, 78–82. https://doi.org/10.1145/3539596
- Book Section
  - Theus, A., Rossetto, L., & Bernstein, A. (2022). HyText – A Scene-Text Extraction Method for Video Retrieval In B. Þór Jónsson & et al (Eds.), MultiMedia Modeling. MMM 2022. Lecture Notes in Computer Science, Part II (No. 13142; pp. 182–193). Springer. https://doi.org/10.1007/978-3-030-98355-0_16
  - Lokoč, J., Bailer, W., Barthel, K. U., Gurrin, C., Heller, S., Þór Jónsson, B., Peška, L., Rossetto, L., Schoeffmann, K., Vadicamo, L., Vrochidis, S., & Wu, J. (2022). A Task Category Space for User-Centric Comparative Multimedia Search Evaluations In B. Þór Jónsson & et al (Eds.), MultiMedia Modeling. MMM 2022. Lecture Notes in Computer Science. Part I (No. 13141; pp. 193–204). Springer. https://doi.org/10.1007/978-3-030-98358-1_16
  - Heller, S., Arnold, R., Gasser, R., Gsteiger, V., Parian-Scherb, M., Rossetto, L., Sauter, L., Spiess, F., & Schuldt, H. (2022). Multi-modal Interactive Video Retrieval with Temporal Queries In B. Þór Jónsson & et al (Eds.), MultiMedia Modeling. MMM 2022. Lecture Notes in Computer Science. Part II (No. 13142; pp. 493–498). Springer. https://doi.org/10.1007/978-3-030-98355-0_44
  - Spiess, F., Gasser, R., Heller, S., Parian-Scherb, M., Rossetto, L., Sauter, L., & Schuldt, H. (2022). Multi-modal Video Retrieval in Virtual Reality with vitrivr-VR In B. Þór Jónsson & et al (Eds.), MultiMedia Modeling. MMM 2022. Lecture Notes in Computer Science. Part II (No. 13142; pp. 499–504). Springer. https://doi.org/10.1007/978-3-030-98355-0_45
- Conference or Workshop item
  - Loko, J., Schoeffmann, K., Bailer, W., Rossetto, L., & Jónsson, B. þóR. (2022). Open Challenges of Interactive Video Search and Evaluation 7383–7385. https://doi.org/10.1145/3503161.3546973
  - Strafforello, O., Rajasekart, V., Kayhan, O. S., Inel, O., & van Gemert, J. (2022). Humans Disagree With the IoU for Measuring Object Detector Localization Error 2022 IEEE International Conference on Image Processing (ICIP), 1261–1265. https://doi.org/10.1109/ICIP46576.2022.9898043
  - Sauter, L., Gasser, R., Bernstein, A., Schuldt, H., & Rossetto, L. (2022). An Asynchronous Scheme for the Distributed Evaluation of Interactive Multimedia Retrieval 33–39. https://doi.org/10.1145/3552467.3554797

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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.

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Publications

2024

Conference or Workshop item

Dissertation

Scientific Publication in Electronic Form

2023

Journal Article

Book Section

Conference or Workshop item

Dissertation

2022

Journal Article

Book Section

Conference or Workshop item

Pagination

Important note about the Querix name