DDIS Publications

Current DDIS Publications

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ZORA Publication List

Publications

2023
- Book Section
  - Lakics, Viktor; Rossetto, Luca; Bernstein, Abraham (2023). Link-Rot in Web-Sourced Multimedia Datasets. 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, 476-488.
  - Spiess, Florian; Heller, Silvan; Rossetto, Luca; Sauter, Loris; Weber, Philipp; Schuldt, Heiko (2023). Traceable Asynchronous Workflows in Video Retrieval with vitrivr-VR. 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, 622-627.
- Conference or Workshop item
  - Inel, Oana; Draws, Tim; Aroyo, Lora (2023). Collect, measure, repeat: Reliability factors for responsible AI data collection. In: Eleventh AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2023), Delft, the Netherlands, 6 November 2023 - 10 November 2023. Association for the Advancement of Artificial Intelligence, 51-64.
  - Sauter, Loris; Bachmann, Tim; Rossetto, Luca; Schuldt, Heiko (2023). Spatially Localised Immersive Contemporary and Historic Photo Presentation on Mobile Devices in Augmented Reality. In: MM '23: The 31st ACM International Conference on Multimedia, Ottawa ON Canada, 2 November 2023. ACM Digital Library, 13-19.
  - Heitz, Lucien (2023). Classification of Normative Recommender Systems. In: First Workshop on the Normative Design and Evaluation of Recommender Systems (NORMalize 2023) co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, Singapore, 19 September 2023. CEUR-WS, online.
  - Heitz, Lucien; Lischka, Juliane A; Abdullah, Rana; Laugwitz, Laura; Meyer, Hendrik; Bernstein, Abraham (2023). Deliberative Diversity for News Recommendations: Operationalization and Experimental User Study. In: RecSys '23: Seventeenth ACM Conference on Recommender Systems, Singapore Singapore, 18 September 2023 - 22 September 2023. ACM Digital library, 813-819.
  - Spiess, Florian; Gasser, Ralph; Schuldt, Heiko; Rossetto, Luca (2023). The Best of Both Worlds: Lifelog Retrieval with a Desktop-Virtual Reality Hybrid System. In: ICMR '23: International Conference on Multimedia Retrieval, Thessaloniki, Greece, 12 July 2023 - 15 July 2023. ACM Digital library, 65-68.
  - Rossetto, Luca; Inel, Oana; Lange, Svenja; Ruosch, Florian; Wang, Ruijie; Bernstein, Abraham (2023). Multi-Mode Clustering for Graph-Based Lifelog Retrieval. In: ICMR '23: International Conference on Multimedia Retrieval, Thessaloniki Greece, 12 July 2023 - 15 July 2023. ACM Digital library, 36-40.
  - Spiess, Florian; Gasser, Ralph; Heller, Silvan; Schuldt, Heiko; Rossetto, Luca (2023). A Comparison of Video Browsing Performance between Desktop and Virtual Reality Interfaces. In: 2023 ACM International Conference on Multimedia Retrieval, Thessaloniki, Greece, 12 June 2023 - 15 June 2023. Association for Computing Machinery, 535-539.
  - Basu, Chandrayee; Kottekulam Vasu, Rosni; Yasunaga, Michihiro; Yang, Qiang (2023). Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts. In: AAAI Conference on Artificial Intelligence, Washington DC, USA, 7 February 2023 - 14 February 2023. AAAI Press, 14093-14101.
  - Draws, Tim; Roy, Nirmal; Inel, Oana; Rieger, Alisa; Hada, Rishav; Yalcin, Mehmet Orcun; Timmermans, Benjamin; Tintarev, Nava (2023). Viewpoint Diversity in Search Results. In: 45th European Conference on Information Retrieval, Dublin, Ireland, 2 April 2023 - 6 April 2023. Springer (Bücher), 279-297.
  - Piscopo, Alessandro; Inel, Oana; Vrijenhoek, Sanne; Millecamp, Martijn; Balog, Krisztian (2023). Report on the 1st Workshop on Measuring the Quality of Explanations in Recommender Systems (QUARE 2022) at SIGIR 2022. In: ACM SIGIR Forum, Madrid, Spain & Online, 1 January 2023. ACM Digital library, 1-16.
  - Ruosch, Florian; Sarasua, Cristina; Bernstein, Abraham (2023). DREAM: Deployment of Recombination and Ensembles in Argument Mining. In: 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), Singapore, 6 December 2023 - 10 December 2023. Association for Computational Linguistics, 5277-5290.
  - Mazumder, Mark; Banbury, Colby; Yao, Xiaozhe; Karlas, Bojan; Rojas, William Gaviria; Diamos, Sudnya; Diamos, Greg; He, Lynn; Parrish, Alicia; Kirk, Hannah Rose; Quaye, Jessica; Rastogi, Charvi; Kiela, Douwe; Jurado, David; Kanter, David; Mosquera, Rafael; Ciro, Juan; Aroyo, Lora; Acun, Bilge; Chen, Lingjiao; Raje, Mehul Smriti; Bartolo, Max; Eyuboglu, Sabri; Ghorbani, Amirata; Goodman, Emmett; Inel, Oana; Kane, Tariq; Kirkpatrick, Christine R; et al (2023). DataPerf: Benchmarks for Data-Centric AI Development. In: Advances in Neural Information Processing Systems 36: Annual Conference on NeurIPS 2023, New Orleans, USA, December 2023. Neural Information Processing Systems Foundation, online.
  - Musto, Cataldo; Delic, Amra; Inel, Oana; Polignano, Marco; Rapp, Amon; Semeraro, Giovanni; Ziegler, Jürgen (2023). 5th Workshop on Explainable User Models and Personalised Systems (ExUM). In: UMAP '23: 31st ACM Conference on User Modeling, Adaptation and Personalization, Limassol, Cyprus, 26 June 2023 - 29 June 2023. ACM Digital library, 196-198.
  - Inel, Oana; Mattis, Nicolas; Norkute, Milda; Piscopo, Alessandro; Schmude, Timothée; Vrijenhoek, Sanne; Balog, Krisztian (2023). QUARE: 2nd Workshop on Measuring the Quality of Explanations in Recommender Systems. In: Proceedings of the 17th ACM Conference on Recommender Systems, Singapore, 18 September 2023 - 22 September 2023. ACM Digital library, 1241-1243.
  - Gurrin, Cathal; Jónsson, Björn Þór; Nguyen, Duc Tien Dang; Healy, Graham; Lokoc, Jakub; Zhou, Liting; Rossetto, Luca; Tran, Minh-Triet; Hürst, Wolfgang; Bailer, Werner; Schoeffmann, Klaus (2023). Introduction to the Sixth Annual Lifelog Search Challenge, LSC’23. In: 2023 ACM International Conference on Multimedia Retrieval, Thessaloniki, Greece, 12 June 2023 - 15 June 2023. Association for Computing Machinery, 678-679.
  - Wang, Ruijie; Zhang, Zhiruo; Rossetto, Luca; Ruosch, Florian; Bernstein, Abraham (2023). NLQxform: A Language Model-based Question to SPARQL Transformer. In: Scholarly QALD Challenge @ ISWC 2023, Athens, Greece, 6 November 2023 - 10 November 2023. CEUR-WS, online.
- Dissertation
  - Sterchi, Martin. Computational Approaches to Epidemic Prevention on Contact Networks. 2023, University of Zurich, Faculty of Economics.
2022
- Journal Article
  - Heitz, Lucien; Lischka, Juliane A; Birrer, Alena; Paudel, Bibek; Tolmeijer, Suzanne; Laugwitz, Laura; Bernstein, Abraham (2022). Benefits of Diverse News Recommendations for Democracy: A User Study. Digital Journalism, 10(10):1710-1730.
  - Thouvenin, Florent; de Werra, Jacques; Benhamou, Yaniv; Bernstein, Abraham; Gille, Felix; Kuonen, Diego; Lovis, Christian; Volz, Stephanie; von Wyl, Viktor (2022). Governance Mechanisms for Access and Use of Data in Public Health Crises: Call for Action. Jusletter, (17.10.2022):online.
  - Thouvenin, Florent; de Werra, Jacques; Benhamou, Yaniv; Bernstein, Abraham; Gille, Felix; Kuonen, Diego; Lovis, Christian; Volz, Stephanie; von Wyl, Viktor (2022). Access and Use of Data in Public Health Crises: A Call for New Governance Mechanisms. Jusletter, (17.10.2022):online.
  - Han, Xiaolin; Dell’Aglio, Daniele; Grubenmann, Tobias; Cheng, Reynold; Bernstein, Abraham (2022). A framework for differentially-private knowledge graph embeddings. Journal of Web Semantics, 72:100696.
  - Heller, Silvan; Gsteiger, Viktor; Bailer, Werner; Gurrin, Cathal; Jónsson, Björn þóR; Lokoč, Jakub; Leibetseder, Andreas; Mejzlík, František; Peška, Ladislav; Rossetto, Luca; Schall, Konstantin; Schoeffmann, Klaus; Schuldt, Heiko; Spiess, Florian; Tran, Ly-Duyen; Vadicamo, Lucia; Veselý, Patrik; Vrochidis, Stefanos; Wu, Jiaxin (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):1-18.
  - Inel, Oana; Aroyo, Lora (2022). Fine-tuning machine confidence with human relevance for video discovery. Interactions, 29(4):78-82.
  - Ramasamy, Dhivyabharathi; Sarasua, Cristina; Bacchelli, Alberto; Bernstein, Abraham (2022). Workflow analysis of data science code in public GitHub repositories. Empirical Software Engineering, 28:7.
- Book Section
  - Lokoč, Jakub; Bailer, Werner; Barthel, Kai Uwe; Gurrin, Cathal; Heller, Silvan; Þór Jónsson, Björn; Peška, Ladislav; Rossetto, Luca; Schoeffmann, Klaus; Vadicamo, Lucia; Vrochidis, Stefanos; Wu, Jiaxin (2022). A Task Category Space for User-Centric Comparative Multimedia Search Evaluations. In: Þór Jónsson, Björn; et al. MultiMedia Modeling. MMM 2022. Lecture Notes in Computer Science. Part I. Cham: Springer, 193-204.
  - Theus, Alexander; Rossetto, Luca; Bernstein, Abraham (2022). HyText – A Scene-Text Extraction Method for Video Retrieval. In: Þór Jónsson, Björn; et al. MultiMedia Modeling. MMM 2022. Lecture Notes in Computer Science, Part II. Cham: Springer, 182-193.
  - Heller, Silvan; Arnold, Rahel; Gasser, Ralph; Gsteiger, Viktor; Parian-Scherb, Mahnaz; Rossetto, Luca; Sauter, Loris; Spiess, Florian; Schuldt, Heiko (2022). Multi-modal Interactive Video Retrieval with Temporal Queries. In: Þór Jónsson, Björn; et al. MultiMedia Modeling. MMM 2022. Lecture Notes in Computer Science. Part II. Cham: Springer, 493-498.
  - Spiess, Florian; Gasser, Ralph; Heller, Silvan; Parian-Scherb, Mahnaz; Rossetto, Luca; Sauter, Loris; Schuldt, Heiko (2022). Multi-modal Video Retrieval in Virtual Reality with vitrivr-VR. In: Þór Jónsson, Björn; et al. MultiMedia Modeling. MMM 2022. Lecture Notes in Computer Science. Part II. Cham: Springer, 499-504.
- Conference or Workshop item
  - Loko, Jakub; Schoeffmann, Klaus; Bailer, Werner; Rossetto, Luca; Jónsson, Björn þóR (2022). Open Challenges of Interactive Video Search and Evaluation. In: MM '22: The 30th ACM International Conference on Multimedia, Lisboa Portugal, 10 November 2022 - 14 November 2022. ACM, 7383-7385.
  - Strafforello, Ombretta; Rajasekart, Vanathi; Kayhan, Osman S; Inel, Oana; van Gemert, Jan (2022). Humans Disagree With the IoU for Measuring Object Detector Localization Error. In: 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 16 October 2022 - 19 October 2022. Institute of Electrical and Electronics Engineers, 1261-1265.
  - Sauter, Loris; Gasser, Ralph; Bernstein, Abraham; Schuldt, Heiko; Rossetto, Luca (2022). An Asynchronous Scheme for the Distributed Evaluation of Interactive Multimedia Retrieval. In: MM '22: The 30th ACM International Conference on Multimedia, Lisboa Portugal, 10 November 2022 - 14 November 2022. ACM, 33-39.
  - Piscopo, Alessandro; Inel, Oana; Vrijenhoek, Sanne; Millecamp, Martijn; Balog, Krisztian (2022). QUARE: 1st Workshop on Measuring the Quality of Explanations in Recommender Systems. In: SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11 July 2022 - 15 July 2022. ACM Digital library, 3478-3481.
  - Robbemond, Vincent; Inel, Oana; Gadiraju, Ujwal (2022). Understanding the Role of Explanation Modality in AI-assisted Decision-making. In: ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, 4 July 2022 - 7 July 2022. ACM Digital library, 223-233.
  - Tolmeijer, Suzanne; Christen, Markus; Kandul, Serhiy; Kneer, Markus; Bernstein, Abraham (2022). Capable but Amoral? Comparing AI and Human Expert Collaboration in Ethical Decision Making. In: ACM CHI Conference on Human Factors in Computing Systems (CHI'22), New Orleans, LA, USA, 29 April 2022 - 5 May 2022. ACM Press, 1-17.
  - Klingler, Yasamin; Lehmann, Claude; Monteiro, João Pedro; Saladin, Carlo; Bernstein, Abraham; Stockinger, Kurt (2022). Evaluation of Algorithms for Interaction-Sparse Recommendations: Neural Networks don’t Always Win. In: 25th International Conference on Extending Database Technology, Edinburgh, UK, 29 March 2022 - 1 April 2022. OpenProceedings, 475-486.
  - Seetharaman, Sanjay; Malaviya, Shubham; Kottekulam Vasu, Rosni; Shukla, Manish; Lodha, Sachin (2022). Influence Based Defense Against Data Poisoning Attacks in Online Learning. In: 14th International Conference on COMmunication Systems & NETworkS (COMSNETS), Bangalore, India, 4 January 2022 - 8 January 2022. Institute of Electrical and Electronics Engineers, 9668557.
  - Kunam, Lutharsanen; Rossetto, Luca; Bernstein, Abraham (2022). A Multi-Stream Approach for Video Understanding. In: MM '22: The 30th ACM International Conference on Multimedia, Lisboa Portugal, 10 November 2022 - 14 November 2022. ACM, 7003-7007.
  - Rossetto, Luca; Bailer, Werner; Lokoč, Jakub; Schoeffmann, Klaus (2022). IMuR 2022 Introduction to the 2nd Workshop on Interactive Multimedia Retrieval. In: MM '22: The 30th ACM International Conference on Multimedia, Lisboa Portugal, 10 November 2022 - 14 November 2022. ACM, 7410-7411.
  - Heller, Silvan; Rossetto, Luca; Sauter, Loris; Schuldt, Heiko (2022). vitrivr at the Lifelog Search Challenge 2022. In: ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, 27 July 2022 - 30 July 2022. ACM, 27-31.
  - Gurrin, Cathal; Zhou, Liting; Healy, Graham; Þór Jónsson, Björn; Dang-Nguyen, Duc-Tien; Lokoč, Jakub; Tran, Minh-Triet; Hürst, Wolfgang; Rossetto, Luca; Schöffmann, Klaus (2022). Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22. In: ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, 27 July 2022 - 30 July 2022. ACM, 685-687.
  - Ruosch, Florian; Sarasua, Cristina; Bernstein, Abraham (2022). BAM: Benchmarking Argument Mining on Scientific Documents. In: The AAAI-22 Workshop on Scientific Document Understanding at the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), online due to COVID-19, 1 March 2022, CEUR Workshop Proceedings.
  - Draws, Tim; Inel, Oana; Tintarev, Nava; Baden, Christian; Timmermans, Benjamin (2022). Comprehensive Viewpoint Representations for a Deeper Understanding of User Interactions With Debated Topics. In: ACM SIGIR Conference on Human Information Interaction and Retrieval, Online, 14 March 2022 - 18 March 2022. ACM, 135-145.
- Dissertation
  - Tolmeijer, Suzanne. The Right Thing To Do? Artificial Intelligence for Ethical Decision Making. 2022, University of Zurich, Faculty of Economics.
  - Pernisch, Romana. Mind the change, bridge the gap: investigating the impact of ontology evolution on materialisations and embeddings. 2022, University of Zurich, Faculty of Economics.
- Working Paper
  - Wang, Ruijie; Rossetto, Luca; Cochez, Michael; Bernstein, Abraham (2022). QAGCN: A Graph Convolutional Network-based Multi-Relation Question Answering System. ArXiv.org 2206.01818, Cornell University.
2021
- Journal Article
  - Inel, Oana; Duricic, Tomislav; Kaur, Harmanpreet; Lex, Elisabeth; Tintarev, Nava (2021). Design Implications for Explanations: A Case Study on Supporting Reflective Assessment of Potentially Misleading Videos. Frontiers in Artificial Intelligence, 4:712072.
  - Pernisch, Romana; Dell’Aglio, Daniele; Bernstein, Abraham (2021). Beware of the hierarchy — An analysis of ontology evolution and the materialisation impact for biomedical ontologies. Journal of Web Semantics, 70:100658.
  - Lokoč, Jakub; Veselý, Patrik; Mejzlík, František; Kovalčík, Gregor; Souček, Tomáš; Rossetto, Luca; Schoeffmann, Klaus; Bailer, Werner; Gurrin, Cathal; Sauter, Loris; Song, Jaeyub; Vrochidis, Stefanos; Wu, Jiaxin; Jónsson, Björn 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(3):1-26.

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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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2023

Book Section

Conference or Workshop item

Dissertation

2022

Journal Article