DDIS Publications

Current DDIS Publications

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Publications

2022
- Conference or Workshop item
  - Piscopo, A., Inel, O., Vrijenhoek, S., Millecamp, M., & Balog, K. (2022). QUARE: 1st Workshop on Measuring the Quality of Explanations in Recommender Systems Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, 3478–3481. https://doi.org/10.1145/3477495.3531699
  - Robbemond, V., Inel, O., & Gadiraju, U. (2022). Understanding the Role of Explanation Modality in AI-assisted Decision-making Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization, 223–233. https://doi.org/10.1145/3503252.3531311
  - Tolmeijer, S., Christen, M., Kandul, S., Kneer, M., & Bernstein, A. (2022). Capable but Amoral? Comparing AI and Human Expert Collaboration in Ethical Decision Making 1–17. https://doi.org/10.1145/3491102.3517732
  - Klingler, Y., Lehmann, C., Monteiro, J. P., Saladin, C., Bernstein, A., & Stockinger, K. (2022). Evaluation of Algorithms for Interaction-Sparse Recommendations: Neural Networks don’t Always Win Advances in Database Technology, 475–486. https://doi.org/10.48786/edbt.2022.42
  - Ruosch, F., Sarasua, C., & Bernstein, A. (2022). BAM: Benchmarking Argument Mining on Scientific Documents The AAAI-22 Workshop on Scientific Document Understanding at the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), online due to COVID-19.
  - Kunam, L., Rossetto, L., & Bernstein, A. (2022). A Multi-Stream Approach for Video Understanding 7003–7007. https://doi.org/10.1145/3503161.3551567
  - Seetharaman, S., Malaviya, S., Kottekulam Vasu, R., Shukla, M., & Lodha, S. (2022). Influence Based Defense Against Data Poisoning Attacks in Online Learning Proceedings of the International Conference on Communication Systems and Networks, 9668557. https://doi.org/10.1109/COMSNETS53615.2022.9668557
  - Heller, S., Rossetto, L., Sauter, L., & Schuldt, H. (2022). vitrivr at the Lifelog Search Challenge 2022 27–31. https://doi.org/10.1145/3512729.3533003
  - Gurrin, C., Zhou, L., Healy, G., Þór Jónsson, B., Dang-Nguyen, D.-T., Lokoč, J., Tran, M.-T., Hürst, W., Rossetto, L., & Schöffmann, K. (2022). Introduction to the Fifth Annual Lifelog Search Challenge, LSC’22. 685–687. https://doi.org/10.1145/3512527.3531439
  - Rossetto, L., Bailer, W., Lokoč, J., & Schoeffmann, K. (2022). IMuR 2022 Introduction to the 2nd Workshop on Interactive Multimedia Retrieval 7410–7411. https://doi.org/10.1145/3503161.3554762
  - Draws, T., Inel, O., Tintarev, N., Baden, C., & Timmermans, B. (2022). Comprehensive Viewpoint Representations for a Deeper Understanding of User Interactions With Debated Topics 135–145. https://doi.org/10.1145/3498366.3505812
- Dissertation
  - Tolmeijer, S. (2022). The Right Thing To Do? Artificial Intelligence for Ethical Decision Making (Dissertation, University of Zurich) https://doi.org/10.5167/uzh-225097
  - Pernisch, R. (2022). Mind the change, bridge the gap: investigating the impact of ontology evolution on materialisations and embeddings (Dissertation, University of Zurich) https://doi.org/10.5167/uzh-218245
- Working Paper
  - Wang, R., Rossetto, L., Cochez, M., & Bernstein, A. (2022). QAGCN: A Graph Convolutional Network-based Multi-Relation Question Answering System (2206.01818; ArXiv.Org). https://doi.org/10.48550/arXiv.2206.01818
2021
- Journal Article
  - Inel, O., Duricic, T., Kaur, H., Lex, E., & Tintarev, N. (2021). Design Implications for Explanations: A Case Study on Supporting Reflective Assessment of Potentially Misleading Videos Frontiers in Artificial Intelligence, 4, 712072. https://doi.org/10.3389/frai.2021.712072
  - Pernisch, R., Dell’Aglio, D., & Bernstein, A. (2021). Beware of the hierarchy — An analysis of ontology evolution and the materialisation impact for biomedical ontologies Journal of Web Semantics, 70, 100658. https://doi.org/10.1016/j.websem.2021.100658
  - Fischer, J. A., Palechor, A., Dell’Aglio, D., Bernstein, A., & Tessone, C. J. (2021). The Complex Community Structure of the Bitcoin Address Correspondence Network Frontiers in Physics, 9, 681798. https://doi.org/10.3389/fphy.2021.681798
  - Dumitrache, A., Inel, O., Timmermans, B., Martinez-Ortiz, C., Sips, R.-J., Aroyo, L., & Welty, C. (2021). Empirical methodology for crowdsourcing ground truth Semantic Web, 12, 403–421. https://doi.org/10.3233/SW-200415
  - Rossetto, L., Gasser, R., Lokoč, J., Bailer, W., Schoeffmann, K., Muenzer, B., Soucek, T., Nguyen, P. A., Bolettieri, P., Leibetseder, A., & Vrochidis, S. (2021). Interactive video retrieval in the age of deep learning - detailed evaluation of VBS 2019 IEEE Transactions on Multimedia, 23, 243–256. https://doi.org/10.1109/TMM.2020.2980944
  - Lokoč, J., Veselý, P., Mejzlík, F., Kovalčík, G., Souček, T., Rossetto, L., Schoeffmann, K., Bailer, W., Gurrin, C., Sauter, L., Song, J., Vrochidis, S., Wu, J., & Jónsson, B. þóR. (2021). Is the Reign of Interactive Search Eternal? Findings from the Video Browser Showdown 2020 ACM Transactions on Multimedia Computing Communications and Applications, 17, 1–26. https://doi.org/10.1145/3445031
  - Schweinsberg, M., Feldman, M., Staub, N., van den Akker, O. R., van Aert, R. C. M., van Assen, M. A. L. M., Liu, Y., Althoff, T., Heer, J., Kale, A., Mohamed, Z., Amireh, H., Venkatesh Prasad, V., Bernstein, A., Robinson, E., Snellman, K., Amy Sommer, S., Otner, S. M. G., Robinson, D., … Luis Uhlmann, E. (2021). Same data, different conclusions: Radical dispersion in empirical results when independent analysts operationalize and test the same hypothesis Organizational Behavior and Human Decision Processes, 165, 228–249. https://doi.org/10.1016/j.obhdp.2021.02.003
  - Bernstein, A., De Vreese, C., Helberger, N., Schulz, W., Zweig, K., et al, Heitz, L., & Tolmeijer, S. (2021). Diversity in News Recommendation Dagstuhl Manifestos, 9, 43–61. https://doi.org/10.4230/DagMan.9.1.43
  - Sterchi, M., Sarasua, C., Grütter, R., & Bernstein, A. (2021). Outbreak detection for temporal contact data Applied Network Science, 6, 17. https://doi.org/10.1007/s41109-021-00360-z
  - Rossetto, L., Gasser, R., Lokoc, J., Bailer, W., Schoeffmann, K., Muenzer, B., Soucek, T., Nguyen, P. A., Bolettieri, P., Leibetseder, A., & Vrochidis, S. (2021). Interactive Video Retrieval in the Age of Deep Learning – Detailed Evaluation of VBS 2019 IEEE Transactions on Multimedia, 23, 243–256. https://doi.org/10.1109/tmm.2020.2980944
  - Rossetto, L., Gasser, R., Heller, S., Parian-Scherb, M., Sauter, L., Spiess, F., Schuldt, H., Peska, L., Souček, T., Kratochvil, M., Mejzlík, F., Veselý, P., & Lokoč, J. (2021). On the User-centric Comparative Remote Evaluation of Interactive Video Search Systems IEEE MultiMedia, 28, 18–28. https://doi.org/10.1109/mmul.2021.3066779
- Book Section
  - Saad, M., Bernstein, A., Böhlen, M. H., & Dell’Aglio, D. (2021). Single Point Incremental Fourier Transform on 2D Data Streams In IEEE (Ed.), 2021 IEEE 37th International Conference on Data Engineering (ICDE) (pp. 852–863). IEEE Xplore. https://doi.org/10.1109/ICDE51399.2021.00079
  - Pernisch, R., Dell’Aglio, D., & Bernstein, A. (2021). Toward Measuring the Resemblance of Embedding Models for Evolving Ontologies In A. L. Gentile (Ed.), K-CAP ’21: Proceedings of the 11th on Knowledge Capture Conference (pp. 177–184). ACM. https://doi.org/10.1145/3460210.3493540
  - Ashena, N., Dell’Aglio, D., & Bernstein, A. (2021). Understanding ε for Differential Privacy in Differencing Attack Scenarios In J. Garcia-Alfaro & et al (Eds.), Security and Privacy in Communication Networks : 17th EAI International Conference, SecureComm 2021, Virtual Event, September 6–9, 2021, Proceedings, Part I (pp. 187–206). Springer. https://doi.org/10.1007/978-3-030-90019-9_10
  - Tolmeijer, S., Zierau, N., Janson, A., Wahdatehagh, J. S., Leimeister, J. M. M., & Bernstein, A. (2021). Female by Default? – Exploring the Effect of Voice Assistant Gender and Pitch on Trait and Trust Attribution In Y. Kitamura & et al (Eds.), CHI EA ’21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (p. Art. 455). ACM. https://doi.org/10.1145/3411763.3451623
  - Rossetto, L., Bailer, W., & Bernstein, A. (2021). Considering Human Perception and Memory in Interactive Multimedia Retrieval Evaluations In J. Lokoč, T. Skopal, K. Schoeffmann, V. Mezaris, X. Li, S. Vrochidis, & I. Patras (Eds.), MultiMedia Modeling (No. 12572; pp. 605–616). Springer. https://doi.org/10.1007/978-3-030-67832-6_49
  - Tolmeijer, S., Gadiraju, U., Ghantasala, R., Gupta, A., & Bernstein, A. (2021). Second Chance for a First Impression? Trust Development in Intelligent System Interaction In J. Masthoff & et al (Eds.), UMAP ’21: Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization (pp. 77–87). ACM. https://doi.org/10.1145/3450613.3456817
  - Heitz, L., Rozgonyi, K., & Kostic, B. (2021). AI in Content Curation and Media Pluralism In D. Wagner & J. Haas (Eds.), Spotlight on Artificial Intelligence and Freedom of Expression – A Policy Manual (pp. 56–70). OSCE. https://www.osce.org/representative-on-freedom-of-media/456319
  - Bernstein, A., & Thouvenin, F. (2021). Pandemie als Informationskrise In A. Thier & F. J. Rühli (Eds.), Weissbuch Corona: Die Schweiz nach der Pandemie. Befunde – Erkenntnisse – Perspektiven (pp. 186–191). Schwabe Verlagsgruppe AG.
- Conference or Workshop item
  - Gurrin, C., Jónsson, B. þóR, Schöffmann, K., Dang-Nguyen, D.-T., Lokoč, J., Tran, M.-T., Hürst, W., Rossetto, L., & Healy, G. (2021). Introduction to the Fourth Annual Lifelog Search Challenge, LSC’21. 690–691. https://doi.org/10.1145/3460426.3470945
  - Rossetto, L., Baumgartner, M., Gasser, R. M. P., Heitz, L., Wang, R., & Bernstein, A. (2021). Exploring Graph-querying approaches in LifeGraph 7–10. https://doi.org/10.1145/3463948.3469068
  - Spiess, F., Gasser, R., Heller, S., Rossetto, L., Sauter, L., van Zanten, M., & Schuldt, H. (2021). Exploring Intuitive Lifelog Retrieval and Interaction Modes in Virtual Reality with vitrivr-VR 17–22. https://doi.org/10.1145/3463948.3469061
  - Heller, S., Gasser, R., Parian-Scherb, M., Popovic, S., Rossetto, L., Sauter, L., Spiess, F., & Schuldt, H. (2021). Interactive Multimodal Lifelog Retrieval with vitrivr at LSC 2021 35–39. https://doi.org/10.1145/3463948.3469062
  - Parian, M., Walzer, C., Rossetto, L., Heller, S., Dupont, S., & Schuldt, H. (2021). Gesture of Interest: Gesture Search for Multi-Person, Multi-Perspective TV Footage 1–6. https://doi.org/10.1109/CBMI50038.2021.9461887
  - Rossetto, L., Baumgartner, M., Ashena, N., Ruosch, F., Pernisch, R., Heitz, L., & Bernstein, A. (2021). VideoGraph – Towards Using Knowledge Graphs for Interactive Video Retrieval (No. 12573). 417–422. https://doi.org/10.1007/978-3-030-67835-7_38
  - Rossetto, L., Gasser, R., Sauter, L., Bernstein, A., & Schuldt, H. (2021). A System for Interactive Multimedia Retrieval Evaluations 385–390. https://doi.org/10.1007/978-3-030-67835-7_33
  - Spiess, F., Gasser, R., Heller, S., Rossetto, L., Sauter, L., & Schuldt, H. (2021). Competitive interactive video retrieval in virtual reality with vitrivr-VR 441–447. https://doi.org/10.1007/978-3-030-67835-7_42
  - Paudel, B., & Bernstein, A. (2021). Random Walks with Erasure: Diversifying Personalized Recommendations on Social and Information Networks 2046–2057. https://doi.org/10.1145/3442381.3449970
  - Kyriakou, A., & Klampanos, I. A. (2021, March 26). MRbox: Simplifying Working with Remote Heterogeneous Analytics and Storage Services via Localised Views EDBT/ICDT 2021 Joint Conference, Nicosia. https://ceur-ws.org/Vol-2841/SIMPLIFY_10.pdf
  - Basu, C., Kottekulam Vasu, R., Yasunaga, M., Kim, S., & Yang, Q. (2021). Automatic Medical Text Simplification: Challenges of Data Quality and Curation CEUR Workshop Proceedings, online. https://ceur-ws.org/Vol-3068/short6.pdf
  - Thouvenin, F., Christen, M., Bernstein, A., Braun Binder, N., Burri, T., Donnay, K., Jäger, L. A., Jaffé, M., Krauthammer, M., Lohmann, M., Mätzener, A., Mützel, S., Obrecht, L., Ritter, N., Spielkamp, M., & Volz, S. (2021). Positionspapier: Ein Rechtsrahmen für Künstliche Intelligenz 1–7. https://www.dsi.uzh.ch/dam/jcr:3a0cb402-c3b3-4360-9332-f800895fdc58/dsi-strategy-lab-21-de.pdf
  - Baumgartner, M., Dell’Aglio, D., & Bernstein, A. (2021). Entity Prediction in Knowledge Graphs with Joint Embeddings 22–31. https://doi.org/10.18653/v1/2021.textgraphs-1.3
  - Mulder, M., Inel, O., Oosterman, J., & Tintarev, N. (2021). Operationalizing Framing to Support Multiperspective Recommendations of Opinion Pieces Proceedings of the Conference on Fairness, Accountability, and Transparency, 478–488. https://doi.org/10.1145/3442188.3445911
  - Barile, F., Najafian, S., Draws, T., Inel, O., Rieger, A., Hada, R., & Tintarev, N. (2021). Toward Benchmarking Group Explanations: Evaluating the Effect of Aggregation Strategies versus Explanation CEUR Workshop Proceedings, 2955, online. https://ceur-ws.org/Vol-2955/paper11.pdf
  - Draws, T., Rieger, A., Inel, O., Gadiraju, U., & Tintarev, N. (2021). A Checklist to Combat Cognitive Biases in Crowdsourcing (No. 9). 48–59. https://doi.org/10.1609/hcomp.v9i1.18939
- Edited Scientific Work
  - Hölldobler, S., Appel, S., Bernstein, A., Freiling, F., Lenhof, H.-P., Neumann, G., Reischuk, R., Römer, K. U., Scheuermann, B., Schweikardt, N., Spiliopoulou, M., Süsstrunk, S., & Wehrle, K. (Eds.). (2021). Ausgezeichnete Informatikdissertationen 2020 (Vol. 21). Gesellschaft für Informatik. https://dl.gi.de/handle/20.500.12116/37893/browse?type=title&sort_by=4

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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

2022

Conference or Workshop item

Dissertation

Working Paper

2021

Journal Article

Book Section

Conference or Workshop item

Edited Scientific Work

Pagination

Important note about the Querix name