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  1. Published

    Machine Learning Analysis in the Diagnostics of the Dynamics of Ball Bearing with Different Radial Internal Clearance

    Ambrożkiewicz, B., Syta, A., Gassner, A., Georgiadis, A., Litak, G. & Meier, N., 2023, Recent Trends in Wave Mechanics and Vibrations : Proceedings of WMVC 2022. Dimitrovová, Z., Gonçalves, R., Biswas, P. & Silva, T. (eds.). Cham: Springer Schweiz, p. 599-606 8 p. (Mechanisms and Machine Science; vol. 125).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  2. NFDI4DS Shared Tasks

    Ahmad, R. A., Borisova, E., Rehm, G., Dietze, S., Karmakar, S., Otto, W., D'Souza, J., Limani, F. & Usbeck, R., 2023, INFORMATIK 2023: Designing Futures: Zukunfte gestalten, Proceedings; 2 6. – 29. September 2023, Berlin . Klein, M., Krupka, D., Winter, C. & Wohlgemuth, V. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 931-935 5 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-337).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  3. NFDI4DS Transfer and Application

    Borisova, E., Ahmad, R. A., Rehm, G., Usbeck, R., D'Souza, J., Stocker, M., Auer, S., Gilsbach, J., Wolschewski, A., Keller, J., Schneider, D., Neumuth, T. & Schimmler, S., 2023, INFORMATIK 2023: Designing Futures: Zukunfte gestalten, Proceedings; 2 6. – 29. September 2023, Berlin . Klein, M., Krupka, D., Winter, C. & Wohlgemuth, V. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 925-929 5 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-337).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  4. QALD-10 — The 10th Challenge on Question Answering over Linked Data: Shifting from DBpedia to Wikidata as a KG for KGQA

    Usbeck, R., Yan, X., Perevalov, A., Jiang, L., Schulz, J., Kraft, A., Möller, C., Huang, J., Reineke, J., Ngomo, A.-C. N., Saleem, M. & Both, A., 2023, In: Semantic Web. 15, 6, p. 2193-2207 14 p.

    Research output: Journal contributions › Journal articles › Research › peer-review

  5. Reading Comprehension as Embodied Action: Exploratory Findings on Nonlinear Eye Movement Dynamics and Comprehension of Scientific Texts

    Bammel, M. & Sanches de Oliveira, G., 2023, Proceedings of the 45th Annual Conference of the Cognitive Science Society. Goldwater, M., Anggoro, F., Hayes, B. & Ong, D. (eds.). California: California Digital Library, p. 2333-2340 8 p. (Proceedings of the Annual Meeting of the Cognitive Science Society; vol. 45).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  6. Semantic Parsing for Knowledge Graph Question Answering with Large Language Models

    Banerjee, D., 2023, The Semantic Web: ESWC 2023 Satellite Events, Hersonissos, Crete, Greece, May 28 - June 1, 2023, Proceedings . Pesquita, C., Skaf-Molli, H., Efthymiou, V., Kirrane, S., Ngonga, A., Collarana, D., Cerqueira, R., Alam, M., Trojahn, C. & Hertling, S. (eds.). Cham: Springer Science and Business Media Deutschland, p. 234-243 10 p. (Lecture Notes in Computer Science; vol. 13998 LNCS).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  7. SemREC-SMART 2022: Joint Proceedings of SemREC 2022 and SMART 2022

    Singh, G. (Editor), Mutharaju, R. (Editor), Kapanipathi, P. (Editor), Mihindukulasooriya, N. (Editor), Dubey, M. (Editor), Usbeck, R. (Editor) & Banerjee, D. (Editor), 2023, Aachen: CEUR-WS.org. 77 p. (CEUR Workshop Proceedings; vol. 3337)

    Research output: Books and anthologies › Conference proceedings › Research

  8. The Ethical Risks of Analyzing Crisis Events on Social Media with Machine Learning

    Kraft, A. & Usbeck, R., 2023, Data-driven Resilience Research 2022: Proceedings of the International Workshop on Data-driven Resilience Research 2022. Arndt, N., Gründer-Fahrer, S., Holze, J., Martin, M. & Tramp, S. (eds.). Sun Site Central Europe (RWTH Aachen University), Vol. 3376. 11 p. (CEUR Workshop Proceedings; vol. 3376).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  9. WikiEvents - A Novel Resource for NLP Downstream Tasks

    Michaelis, L., Huang, J. & Usbeck, R., 2023, ESWC 2023 Workshops and Tutorials Joint Proceedings: Joint Proceedings of the ESWC 2023 Workshops and Tutorials, Hersonissos, Greece, May 28-29, 2023.. Alam, M., Trojahn, C., Hertling, S., Pesquita, C., Aebeloe, C., Aras, H., Azzam, A., Cano, J., Domingue, J., Gottschalk, S., Hartig, O., Hose, K., Kirrane, S., Lisena, P., Osborne, F., Rohde, P., Steels, L., Taelman, R., Third, A., Tiddi, I. & Türker, R. (eds.). Sun Site Central Europe (RWTH Aachen University), Vol. 3443. (CEUR Workshop Proceedings).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  10. The Lifecycle of "Facts'': A Survey of Social Bias in Knowledge Graphs

    Kraft, A. & Usbeck, R., 01.11.2022, Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing: Volume 1: Long Papers. He, Y., Ji, H., Li, S., Liu, Y. & Chang, C.-H. (eds.). Stroudsburg: Association for Computational Linguistics (ACL), Vol. 1. p. 639-652 14 p.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  11. Published

    Watch out, pothole! Featuring Road Damage Detection in an End-to-end System for Autonomous Driving

    Kortmann, F., Faßmeyer, P., Funk, B. & Drews, P., 01.11.2022, In: Data and Knowledge Engineering. 142, 102091.

    Research output: Journal contributions › Journal articles › Research › peer-review

  12. Collective response to the health crisis among German twitter users: A structural

    Abramova, O., Batzel, K. & Modesti, D., 11.2022, In: International Journal of Information Management Data Insights. 2, 2, 100126.

    Research output: Journal contributions › Journal articles › Research › peer-review

  13. Enabling AI capabilities in government agencies: A study of determinants for European municipalities

    Mikalef, P., Lemmer, K., Schaefer, C., Ylinen, M., Fjørtoft, S. O., Torvatn, H. Y., Gupta, M. & Niehaves, B., 01.10.2022, In: Government Information Quarterly. 39, 4, 15 p., 101596.

    Research output: Journal contributions › Journal articles › Research › peer-review

  14. Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021)

    Mihindukulasooriya, N. (Editor), Dubey, M. (Editor), Gliozzo, A. (Editor), Lehmann, J. (Editor), Ngomo, A.-C. N. (Editor), Usbeck, R. (Editor), Rossiello, G. (Editor) & Kumar, U. (Editor), 10.2022, CEUR-WS.org. 88 p. (CEUR Workshop Proceedings; vol. 3119)

    Research output: Books and anthologies › Conference proceedings › Research

  15. Survey on English Entity Linking on Wikidata: Datasets and approaches

    Möller, C., Lehmann, J. & Usbeck, R., 26.09.2022, In: Semantic Web. 13, 6, p. 925-966 42 p.

    Research output: Journal contributions › Journal articles › Research › peer-review

  16. Published

    Transformation verstehen lernen: Nachhaltigkeitsbildung und Data Literacy Education in der Studieneingangsphase

    Weiser, A., van Deest, J. & Barth, M., 26.09.2022, Digitale Bildung für nachhaltige Entwicklung: Herausforderungen und Perspektiven für die Hochschulbildung. Weselek, J., Kohler, F. & Siegmund, A. (eds.). Springer Verlag, p. 53-65 13 p.

    Research output: Contributions to collected editions/works › Chapter

  17. No matter what the name, we’re all the same? Examining ethnic online discrimination in ridesharing marketplaces

    Abramova, O., 09.2022, In: Electronic Markets. 32, 3, p. 1419-1446 28 p.

    Research output: Journal contributions › Journal articles › Research › peer-review

  18. Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research?

    Jiang, L. & Usbeck, R., 07.07.2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Amigo, E., Castells, P. & Gonzalo, J. (eds.). New York: Association for Computing Machinery, Inc, p. 3209-3218 10 p. (Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval; vol. 2022).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  19. Modern Baselines for SPARQL Semantic Parsing

    Banerjee, D., Nair, P. A., Kaur, J. N., Usbeck, R. & Biemann, C., 07.07.2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Amigo, E., Castells, P. & Gonzalo, J. (eds.). Association for Computing Machinery, Inc, p. 2260-2265 6 p. (SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  20. Smart cities as hubs: Connect, collect and control city flows

    Anthopoulos, L. G., Pourzolfaghar, Z., Lemmer, K., Siebenlist, T., Niehaves, B. & Nikolaou, I., 01.06.2022, In: Cities. 125, 103660.

    Research output: Journal contributions › Journal articles › Research › peer-review

  21. Published

    Analysis of semi-open queueing networks using lost customers approximation with an application to robotic mobile fulfilment systems

    Otten, S., Krenzler, R., Xie, L., Daduna, H. & Kruse, K., 06.2022, In: OR Spectrum. 44, 2, p. 603-648 46 p.

    Research output: Journal contributions › Journal articles › Research › peer-review

  22. Published

    Arrival of a Kitty: history and theory of the first computer simulation of a living being

    Konstantinow, N. N., McAleer, K. (Translator), Warnke, M. (Editor) & Velminski, W. (Editor), 06.2022, Berlin: ciconia ciconia Verlag. 139 p.

    Research output: Books and anthologies › Book

  23. One for all, all for one: Social considerations in user acceptance of contact tracing apps using longitudinal evidence from Germany and Switzerland

    Abramova, O., Wagner, A., Olt, C. M. & Buxmann, P., 06.2022, In: International Journal of Information Management. 64, 16 p., 102473.

    Research output: Journal contributions › Journal articles › Research › peer-review

  24. Transformer with Tree-order Encoding for Neural Program Generation

    Thellmann, K.-D., Stadler, B., Usbeck, R. & Lehmann, J., 30.05.2022, (In preparation) Conference XXX. 10 p.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research

  25. Let’s Team Up with AI! Toward a Hybrid Intelligence System for Online Customer Service

    Poser, M., Wiethof, C., Banerjee, D., Shankar Subramanian, V., Paucar, R. & Bittner, E. A. C., 25.05.2022, The Transdisciplinary Reach of Design Science Research: 17th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2022, St Petersburg, FL, USA, June 1-3, 2022, proceedings. Drechsler, A., Gerber, A. & Hevner, A. (eds.). Cham: Springer Nature Switzerland AG, p. 142-153 12 p. (Lecture Notes in Computer Science; vol. 13229 LNCS).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  26. Published

    Who can receive the pass? A computational model for quantifying availability in soccer

    Dick, U., Link, D. & Brefeld, U., 01.05.2022, In: Data Mining and Knowledge Discovery. 36, 3, p. 987-1014 28 p.

    Research output: Journal contributions › Journal articles › Research › peer-review

  27. A formalization of one of the main claims of “‘Dunbar’s number’ deconstructed” by Lindenfors et al. 2021

    Usbeck, R., 22.03.2022, In: Data Science. 5, 1, p. 61-64 4 p.

    Research output: Journal contributions › Journal articles › Research › peer-review

  28. Published

    Robustness and disturbances in public transport

    Ge, L., Voss, S. & Xie, L., 04.03.2022, In: Public Transport. 14, 1, p. 191-261 71 p.

    Research output: Journal contributions › Journal articles › Research › peer-review

  29. Published

    Action rate models for predicting actions in soccer

    Dick, U. & Brefeld, U., 02.03.2022, In: AStA Advances in Statistical Analysis. 107, 1-2, p. 29-49 21 p.

    Research output: Journal contributions › Journal articles › Research › peer-review

  30. Published

    Comparing two hybrid neural network models to predict real-world bus travel time

    Nimpanomprasert, T., Xie, L. & Kliewer, N., 01.01.2022, In: Transportation Research Procedia. 62, p. 393-400 8 p.

    Research output: Journal contributions › Conference article in journal › Research

  31. DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation

    Al Hasan Rony, M. R., Usbeck, R. & Lehmann, J., 01.01.2022, Findings of the Association for Computational Linguistics: NAACL 2022 - Findings. Association for Computational Linguistics (ACL), p. 2557-2571 15 p. (Findings of the Association for Computational Linguistics: NAACL 2022 - Findings).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  32. Tree-KGQA: An Unsupervised Approach for Question Answering Over Knowledge Graphs

    Rony, M. R. A. H., Chaudhuri, D., Usbeck, R. & Lehmann, J., 01.01.2022, In: IEEE Access. 10, p. 50467-50478 12 p.

    Research output: Journal contributions › Journal articles › Research › peer-review

  33. Coping and Regulatory Responses on Social Media during Health Crisis: a Large-scale Analysis

    Abramova, O., Batzel, K. & Modesti, D., 2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences, HICSS 2022. Bui, T. X. (ed.). Honolulu: IEEE - Institute of Electrical and Electronics Engineers Inc., p. 3751-3760 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2022-January).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  34. Published

    End-to-End Active Speaker Detection

    Alcázar, J. L., Cordes, M., Zhao, C. & Ghanem, B., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland, p. 126-143 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13697 LNCS).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  35. Entity Extraction from Portuguese Legal Documents Using Distant Supervision

    Navarezi, L. M., Sakiyama, K., Rodrigues, L. S., Robaldo, C. M. O., Lobato, G. R., Vilela, P. A., Matsubara, E. T. & Fernandes, E. R., 2022, Computational Processing of the Portuguese Language : 15th International Conference, PROPOR 2022, Fortaleza, Brazil, March 21-23, 2022, Proceedings. Pinheiro, V., Gamallo, P., Amaro, R., Scarton, C., Batista, F., Silva, D., Magro, C. & Pinto, H. (eds.). Cham: Springer Nature Switzerland AG, p. 166-176 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13208 LNAI).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  36. Measuring Gender Bias in German Language Generation

    Kraft, A., Zorn, H. P., Fecht, P., Simon, J., Biemann, C. & Usbeck, R., 2022, INFORMATIK 2022 - Informatik in den Naturwissenschaften. Demmler, D., Krupka, D. & Federrath, H. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 1257-1274 18 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-326).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  37. Published

    Modeling Conditional Dependencies in Multiagent Trajectories

    Rudolph, Y. & Brefeld, U., 2022, In: Proceedings of Machine Learning Research. 151, p. 10518-10533 16 p.

    Research output: Journal contributions › Conference article in journal › Research › peer-review

  38. Proceedings of the 7th Natural Language Interfaces for the Web of Data (NLIWoD)

    Yan, X. (Editor), Beloucif, M. (Editor) & Usbeck, R. (Editor), 2022, Aachen: CEUR-WS.org. 42 p. (CEUR Workshop Proceedings; vol. 3196)

    Research output: Books and anthologies › Conference proceedings › Research

  39. QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers

    Perevalov, A., Diefenbach, D., Usbeck, R. & Both, A., 2022, Proceedings - 16th IEEE International Conference on Semantic Computing, ICSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 229-234 6 p. (Proceedings - 16th IEEE International Conference on Semantic Computing, ICSC 2022).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  40. RoMe: A Robust Metric for Evaluating Natural Language Generation

    Al Hasan Rony, M. R., Kovriguina, L., Chaudhuri, D., Usbeck, R. & Lehmann, J., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 5645-5657 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  41. Published

    Semi-Supervised Generative Models for Multi-Agent Trajectories

    Brefeld, U., Fassmeyer, D. & Fassmeyer, P., 2022, Advances in Neural Information Processing Systems 35: 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Red Hook: Curran Associates, Vol. 48. p. 37267-37281 15 p. (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  42. The Predictive Power of Social Media Sentiment for Short-Term Stock Movements

    Wilksch, M. & Abramova, O., 2022, Wirtschaftsinformatik 2022 Proceedings. Laumer, S. & Matzner, M. (eds.). The Association for Information Systems (AIS), 13 p.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research

  43. Published

    Toward Automatically Labeling Situations in Soccer

    Fassmeyer, D., Anzer, G., Bauer, P. & Brefeld, U., 03.11.2021, In: Frontiers in Sports and Active Living. 3, 15 p., 725431.

    Research output: Journal contributions › Journal articles › Research › peer-review

  44. Published

    Conceptualizing Role Development in Agile Transformations: Deriving Design Goals and Principles for Agile Roles

    Lueg, R. & Drews, P., 11.2021, Innovation Through Information Systems - Volume II: A Collection of Latest Research on Technology Issues. Ahlemann, F., Schütte, R. & Stieglitz, S. (eds.). Cham: Springer Science and Business Media Deutschland, p. 531-547 17 p. (Lecture Notes in Information Systems and Organisation; vol. 47).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  45. Published

    Parking space management through deep learning – an approach for automated, low-cost and scalable real-time detection of parking space occupancy

    Schulte, M. R., Thiée, L.-W., Scharfenberger, J. & Funk, B., 11.2021, Innovation Through Information Systems - Volume II: A Collection of Latest Research on Technology Issues. Ahlemann, F., Schütte, R. & Stieglitz, S. (eds.). Cham: Springer Science and Business Media Deutschland, p. 642-655 14 p. (Lecture Notes in Information Systems and Organisation; vol. 47).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  46. Published

    Review of transit data sources: Potentials, challenges and complementarity

    Ge, L., Sarhani, M., Voß, S. & Xie, L., 16.10.2021, In: Sustainability. 13, 20, 36 p., 11450.

    Research output: Journal contributions › Scientific review articles › Research

  47. Published

    A systematic literature review of machine learning canvases

    Thiée, L.-W., 05.10.2021, INFORMATIK 2021 - Die 51. Jahrestagung der Gesellschaft fur Informatikin: Computer Science and Sustainability. Gesellschaft für Informatik e.V. (GI) (ed.). Bonn: Gesellschaft für Informatik e.V., p. 1221-1235 15 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-314).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  48. Published

    Principled Interpolation in Normalizing Flows

    Fadel, S., Mair, S., da Silva Torres, R. & Brefeld, U., 09.2021, Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part II. Oliver, N., Pérez-Cruz, F., Kramer, S., Read, J. & Lozano, J. A. (eds.). Cham: Springer Nature, p. 116-131 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12976 LNAI).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  49. Towards Ecosystems for Responsible AI: Expectations on Sociotechnical Systems, Agendas, and Networks in EU Documents

    Minkkinen, M., Zimmer, M. P. & Mäntymäki, M., 25.08.2021, Responsible AI and Analytics for an Ethical and Inclusive Digitized Society: 20th IFIP WG 6.11 Conference on e-Business, e-Services and e-Society, I3E 2021, Galway, Ireland, September 1–3, 2021, Proceedings. Dennehy, D., Griva, A., Pouloudi, N., Dwivedi, Y. K., Pappas, I. & Mäntymäki, M. (eds.). Cham: Springer Schweiz, p. 220-232 13 p. 20. (Lecture Notes in Computer Science; vol. 12896).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  50. Published

    Space and Control in Soccer

    Martens, F., Dick, U. & Brefeld, U., 16.07.2021, In: Frontiers in Sports and Active Living . 3, 13 p., 676179.

    Research output: Journal contributions › Journal articles › Research

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  1. Christopher Sappok