DDIS Publications

Current DDIS Publications

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ZORA Publication List

Publications

2024
- Journal Article
  - Parian-Scherb, Mahnaz; Uhrig, Peter; Rossetto, Luca; Dupont, Stephane; Schuldt, Heiko (2024). Gesture retrieval and its application to the study of multimodal communication. International Journal on Digital Libraries, 25(4):585-601.
  - Vadicamo, Lucia; Arnold, Rahel; Bailer, Werner; Carrara, Fabio; Gurrin, Cathal; Hezel, Nico; Li, Xinghan; Lokoc, Jakub; Lubos, Sebastian; Ma, Zhixin; Messina, Nicola; Nguyen, Thao-Nhu; Peska, Ladislav; Rossetto, Luca; Sauter, Loris; Schöffmann, Klaus; Spiess, Florian; Tran, Minh-Triet; Vrochidis, Stefanos (2024). Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition. IEEE Access, 12:79342-79366.
  - Tolmeijer, Suzanne; Arpatzoglou, Vicky; Rossetto, Luca; Bernstein, Abraham (2024). Trolleys, crashes, and perception - a survey on how current autonomous vehicles debates invoke problematic expectations. AI and Ethics, 4(2):473-484.
  - Barile, Francesco; Draws, Tim; Inel, Oana; Rieger, Alisa; Najafian, Shabnam; Ebrahimi Fard, Amir; Hada, Rishav; Tintarev, Nava (2024). Evaluating explainable social choice-based aggregation strategies for group recommendation. User modeling and user-adapted interaction, 34(1):1-58.
  - Mavridis, Panagiotis; Inel, Oana; Wilcke, Xander; Makhortykh, Mykola; de Jong, Markus; Mazepus, Honorata; Dimitrova, Antoaneta; de Vos, Jesse; Bozzon, Alessandro; Kuhn, Tobias (2024). Framing is Mightier than the Sword: Detection of Episodic and Thematic Framing in News Media. Human Computation, 11(1):1-28.
- Book Section
  - Ruosch, Florian; Sarasua Garmendia, Cristina; Reed, Chris; Bernstein, Abraham (2024). 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.
  - Ruosch, Florian; Kottekulam Vasu, Rosni; Wang, Ruijie; Rossetto, Luca; Bernstein, Abraham (2024). Single-label multi-modal field of research classification. In: Rehm, Georg; Dietze, Stefan; Schimmler, Sonja; Krüger, Frank. Natural Scientific Language Processing and Research Knowledge Graphs. Cham: Springer (Bücher), 224-233.
  - Gasser, Ralph; Arnold, Rahel; Faber, Fynn; Schuldt, Heiko; Waltenspül, Raphael; Rossetto, Luca (2024). 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.
  - Spiess, Florian; Rossetto, Luca; Schuldt, Heiko (2024). 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.
  - Sauter, Loris; Bachmann, Tim; Schuldt, Heiko; Rossetto, Luca (2024). 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.
  - Ruosch, Florian; Watter, Joel; Sarasua, Cristina; Bernstein, Abraham (2024). 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.
  - Ruosch, Florian; Lawrence, John; Sarasua Garmendia, Cristina; Bernstein, Abraham (2024). 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.
- Conference or Workshop item
  - Vasu, Rosni; Sarasua, Cristina; Bernstein, Abraham (2024). 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.
  - Rossetto, Luca; Sarasua, Cristina; Bernstein, Abraham (2024). Estimating the Semantic Density of Visual Media. In: MM '24: The 32nd ACM International Conference on Multimedia, Melbourne VIC Australia, 28 Oktober 2024 - 1 November 2024. Association for Computing Machinery, 4601-4609.
  - Heitz, Lucien; Mattis, Nicolas; Inel, Oana; van Atteveldt, Wouter (2024). 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, 1-12.
  - Wardatzky, Kathrin (2024). Evaluating the Pros and Cons of Recommender Systems Explanations. In: RecSys '24: 18th ACM Conference on Recommender Systems, Bari, Italy, 14 Oktober 2024 - 18 Oktober 2024. ACM Digital library, 1302-1307.
  - Heitz, Lucien; Vrijenhoek, Sanne; Inel, Oana (2024). Recommendations for the Recommenders: Reflections on Prioritizing Diversity in the RecSys Challenge. In: RecSys Challenge '24: ACM RecSys Challenge 2024, Bari, Italy, 14 Oktober 2024 - 18 Oktober 2024, 22-26.
  - Heitz, Lucien; Croci, Julian A; Sachdeva, Madhav; Bernstein, Abraham (2024). 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.
  - Bachmann, Fynn; Sarasua, Cristina; Bernstein, Abraham (2024). 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.
  - Rossetto, Luca; Kyriakou, Athina; Lange, Svenja; Ruosch, Florian; Wang, Ruijie; Wardatzky, Kathrin; Bernstein, Abraham (2024). 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.
  - Sauter, Loris; Gasser, Ralph; Rettig, Laura; Schuldt, Heiko; Rossetto, Luca (2024). 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.
  - Spiess, Florian; Schuldt, Heiko; Rossetto, Luca (2024). 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.
  - Rossetto, Luca (2024). 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.
  - Yu, Fan; Zhang, Beibei; Fang, Yaqun; Bei, Jia; Ren, Tongwei; Li, Jiyi; Rossetto, Luca (2024). 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.
  - Gurrin, Cathal; Zhou, Liting; Healy, Graham; Bailer, Werner; Dang Nguyen, Duc-Tien; Hodges, Steve; Jónsson, Björn Þór; Lokoč, Jakub; Rossetto, Luca; Tran, Minh-Triet; Schöffmann, Klaus (2024). 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.
  - Ruosch, Florian; Kottekulam Vasu, Rosni; Wang, Ruijie; Rossetto, Luca; Bernstein, Abraham (2024). 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.
  - Meguellati, Elyas; Han, Lei; Bernstein, Abraham; Sadiq, Shazia; Demartini, Gianluca (2024). 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.
  - Ashena, Narges; Inel, Oana; Persaud, Badrie L; Bernstein, Abraham (2024). 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.
  - Heitz, Lucien; Bernstein, Abraham; Rossetto, Luca (2024). 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.
  - Heitz, Lucien; Chan, Yuin Kwan; Li, Hongji; Zeng, Kerui; Bernstein, Abraham; Rossetto, Luca (2024). 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.
  - Wang, Ruijie; Rossetto, Luca; Cochez, Michael; Bernstein, Abraham (2024). 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.
  - Quaye, Jessica; Parrish, Alicia; Inel, Oana; Rastogi, Charvi; Kirk, Hannah Rose; Kahng, Minsuk; Van Liemt, Erin; Bartolo, Max; Tsang, Jess; White, Justin; Clement, Nathan; Mosquera, Rafael; Ciro, Juan; Janapa Reddi, Vijay; Aroyo, Lora (2024). 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.
2023
- Journal Article
  - Lokoč, Jakub; Andreadis, Stelios; Bailer, Werner; Duane, Aaron; Gurrin, Cathal; Ma, Zhixin; Messina, Nicola; Nguyen, Thao-Nhu; Peška, Ladislav; Rossetto, Luca; Sauter, Loris; Schall, Konstantin; Schoeffmann, Klaus; Khan, Omar Shahbaz; Spiess, Florian; Vadicamo, Lucia; Vrochidis, Stefanos (2023). Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS. Multimedia Systems, 29(6):3481-3504.
  - Sterchi, Martin; Hilfiker, Lorenz; Grütter, Rolf; Bernstein, Abraham (2023). Active querying approach to epidemic source detection on contact networks. Scientific Reports, 13(1):11363.
  - Andrade, Antonio; Tarafdar, Monideepa; Davison, Robert; Hardin, Andrew; Angsana, Techatassanasoontorn; Lowry, Paul Benjamin; Chatterjee, Sutirtha; Schwabe, Gerhard (2023). The importance of theory at the Information Systems Journal. Information Systems Journal, 33(4):693-702.
  - Ramasamy, Dhivyabharathi; Sarasua, Cristina; Bacchelli, Alberto; Bernstein, Abraham (2023). Visualising data science workflows to support third-party notebook comprehension: an empirical study. Empirical Software Engineering, 28(3):58.
  - Bernstein, Abraham; Gohdes, Anita; Sarasua Garmendia, Cristina; Staab, Steffen; Noveck, Beth Simone (2023). Challenges and opportunities of democracy in the digital society: report from Dagstuhl Seminar 22361. Dagstuhl Manifestos, 12(9):1-19.
  - Tran, Ly-Duyen; Nguyen, Manh-Duy; Dang-Nguyen, Duc-Tien; Heller, Silvan; Spiess, Florian; Lokoc, Jakub; Peska, Ladislav; Nguyen, Thao-Nhu; Khan, Omar Shahbaz; Duane, Aaron; Jonsson, Bjorn Tor; Rossetto, Luca; Yen, An-Zi; Alateeq, Ahmed; Alam, Naushad; Tran, Minh-Triet; Healy, Graham; Schoeffmann, Klaus; Gurrin, Cathal (2023). Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021. IEEE Access, 11:30982-30995.
  - Baumgartner, Matthias; Dell’Aglio, Daniele; Paulheim, Heiko; Bernstein, Abraham (2023). Towards the Web of Embeddings: Integrating multiple knowledge graph embedding spaces with FedCoder. Journal of Web Semantics, 75:100741.
- Book Section
  - Sauter, Loris; Gasser, Ralph; Heller, Silvan; Rossetto, Luca; Saladin, Colin; Spiess, Florian; Schuldt, Heiko (2023). 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.
  - Bachmann, Fynn; Hennig, Philipp; Kobak, Dmitry (2023). 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.
  - 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.

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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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2024

Journal Article

Book Section

Conference or Workshop item

2023

Journal Article

Book Section

Conference or Workshop item

Pagination

Important note about the Querix name