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Institute of Information Systems

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  1. 2024
  2. Published

    Low Resource Question Answering: An Amharic Benchmarking Dataset: An Amharic Benchmarking Dataset

    Taffa, T. A., Assabie, Y. & Usbeck, R., 2024, The Fifth Workshop on Resources for African Indigenous Languages @LREC-COLING-2024 (RAIL): Workshop Proceedings. Mabuya, R., Matfunjwa, M., Setaka, M. & van Zaanen, M. (eds.). Paris: European Language Resources Association (ELRA), p. 124-132 9 p. (LREC proceedings)( International conference on computational linguistics).

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

  3. Published

    Master of Disaster: A Disaster-Related Event Monitoring System From News Streams

    Huang, J. & Usbeck, R., 2024

    Research output: other publications › Other › Research

  4. Published

    Measuring the Speed of Information Technology in Enterprises: A Systematic Literature Review

    Kanin, O. & Drews, P., 2024, PACIS 2024 Proceedings. 17 p.

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

  5. Published

    Narrative approach to futures: Future-oriented perspective to responsible digital transformation

    Zimmer, M. P. & Minkkinen, M., 2024, ECIS 2024 Proceedings. Atlanta: AIS eLibrary, 16 p. 2

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

  6. Published

    Proceedings of the Third International Workshop on Linked Data-driven Resilience Research 2023 (D2R2 2024)

    Holze, J. (ed.), Tramp, S. (ed.), Martin, M. (ed.), Auer, S. (ed.), Usbeck, R. (ed.) & Krdzavac, N. (ed.), 2024, Sun Site Central Europe (RWTH Aachen University). (CEUR Workshop Proceedings; vol. 3707)

    Research output: Books and anthologies › Conference proceedings › Research

  7. Published

    Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge

    Usmanova, A., Huang, J., Banerjee, D. & Usbeck, R., 2024, In: CoRR. abs/2408.01453

    Research output: Journal contributions › Journal articles › Research

  8. Published

    Scholarly Question Answering Using Large Language Models in the NFDI4DataScience Gateway

    Babaei Giglou, H., Taffa, T. A., Abdullah, R., Usmanova, A., Usbeck, R., D’Souza, J. & Auer, S., 2024, Natural Scientific Language Processing and Research Knowledge Graphs - 1st International Workshop, NSLP 2024, Proceedings. Rehm, G., Dietze, S., Schimmler, S. & Krüger, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-18 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14770 LNAI).

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

  9. Accepted/In press

    Seeking social support on social media: a coping perspective

    Chen, A. & Lemmer, K., 2024, (Accepted/In press) In: Internet Research. 27 p.

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

  10. Published

    Self-supervised Siamese Autoencoders

    Baier, F., Mair, S. & Fadel, S. G., 2024, Advances in Intelligent Data Analysis XXII: 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Proceedings. Miliou, I., Papapetrou, P. & Piatkowski, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 117-128 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14641 LNCS).

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

  11. Accepted/In press

    Understanding Similarities and Differences of Digital Health Platforms: Towards a Taxonomy

    Schubert, F., Maschewski, J. & Drews, P., 2024, (Accepted/In press) WI 2024 Proceedings. 15 p.

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

  12. Accepted/In press

    Use Cases for Artificial Intelligence in the Product Experimentation Lifecycle

    Stotz, N. & Drews, P., 2024, (Accepted/In press) Proceedings of PROFES 2024. 16 p.

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

  13. Accepted/In press

    Value-sensitive Action Design Research: Improving the Consideration and Traceability of Values in Design Decisions

    Gebken, L., Jacobs, M., Drews, P., Schirmer, I. & Drechsler, A., 2024, (Accepted/In press) In: Scandinavian Journal of Information Systems.

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

  14. Published

    Value-Sensitive Digital Social Innovations for Marginalized Individuals: Towards a Research Agenda

    Gebken, L., Schirmer, I., Simon, J. & Drews, P., 2024, In: Academy of Management Proceedings. 2024, 1

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

  15. Published

    Virtuous Play - Zur Förderung moralischer Sensitivität mit digitalen Spielen

    Katsarov, J., 2024, Planspiele – interdisziplinär vernetzt: Rückblick auf das 34. Europäische Planspielforum und den Deutschen Planspielpreis 2023. Tobias, A., Simon, H., Isabella, F., Birgit, Z. & Friedrich, T. (eds.). Stuttgart: ZMS – Zentrum für Managementsimulation, DHBW Stuttgart, Vol. 14. p. 78-104 27 p. (ZMS-Schriftenreihe; vol. 14).

    Research output: Contributions to collected editions/works › Chapter

  16. Published

    The Low-Code Phenomenon: Mapping the Intellectual Structure of Research

    Naqvi, S. A. A., Zimmer, M. P., Drews, P., Lemmer, K. & Basole, R. C., 03.01.2024, Proceedings of the 57th Hawaii International Conference on System Sciences. Bui, T. X. (ed.). Hawai: University of Hawaii at Manoa, p. 7800-7809 10 p. (Proceedings of the Hawaii Interna8onal Conference on System Sciences).

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

  17. Published

    Mystery shopping: Improving quality assurance of public transport services for people with restricted mobility using a prototypical mobile application

    Akhgarnusch, A., Voß, S. & Ge, L., 23.01.2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Bui, T. X. (ed.). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 1618-1627 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

  18. Published

    Digitale Kompetenzen im Wandel: Eine Neubewertung digitaler Kompetenzen in der IT-Funktion eines Automobilunternehmens

    Pieczurczyk, S. & Drews, P., 02.2024, In: HMD Praxis der Wirtschaftsinformatik. 61, 1, p. 78-99 22 p.

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

  19. Submitted

    Special Issue: Embracing Contrarian Thinking: Value-Reflexive Research for a Digital World

    Zimmer, M. P. (ed.), Vasilakopoulou, P. (ed.), Grisot, M. (ed.) & Niemimaa, M. (ed.), 07.2025, Routledge Taylor & Francis Group. (European Journal of Information Systems)

    Research output: Books and anthologies › Special Journal issue › Research

  20. Published

    Masked Autoencoder Pretraining for Event Classification in Elite Soccer

    Rudolph, Y. & Brefeld, U., 26.02.2024, Machine Learning and Data Mining for Sports Analytics: 10th International Workshop, MLSA 2023, Revised Selected Papers. Brefeld, U., Davis, J., Van Haaren, J. & Zimmermann, A. (eds.). Cham: Springer Nature Switzerland AG, p. 24-35 12 p. (Communications in Computer and Information Science; vol. 2035).

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

  21. Published

    Surveying the FAIRness of Annotation Tools: Difficult to find, difficult to reuse

    Borisova, E., Abu Ahmad, R., Garcia-Castro, L. J., Usbeck, R. & Rehm, G., 01.03.2024, LAW 2024 - 18th Linguistic Annotation Workshop, Co-located with EACL 2024 - Proceedings of the Workshop: Proceedings of the Workshop. Henning, S. & Stede, M. (eds.). Stroudsburg: Association for Computational Linguistics (ACL), p. 29-45 17 p.

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

  22. Published

    Understanding Environmental Posts: Sentiment and Emotion Analysis of Social Media Data

    Amangeldi, D., Usmanova, A. & Shamoi, P., 07.03.2024, In: IEEE Access. 12, p. 33504-33523 20 p.

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

  23. Published

    Studying properties of water data using manifold-aware anomaly detectors

    Paulsen, T. & Brefeld, U., 23.04.2024, First International Conference on the Design of Cyber-Secure Water Plants.

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

  24. Published

    Event Extraction Alone Is Not Enough

    Huang, J., Jiang, L., Möller, C. & Usbeck, R., 05.2024, Narrative Extraction From Texts 2024: Proceedings of Text2Story — Seventh Workshop on Narrative Extraction From Texts held in conjunction with the 46th European Conference on Information Retrieval (ECIR 2024). Campos, R., Jorge, A. M., Jatowt, A., Bhatia, S. & Litvak, M. (eds.). Aachen: Rheinisch-Westfaelische Technische Hochschule Aachen, Vol. 3671. p. 105-114 10 p. (CEUR Workshop Proceedings; vol. 3671).

    Research output: Contributions to collected editions/works › Conference contribution › peer-review

  25. E-pub ahead of print

    Dataset size versus homogeneity: A machine learning study on pooling intervention data in e-mental health dropout predictions

    Zantvoort, K., Hentati Isacsson, N., Funk, B. & Kaldo, V., 15.05.2024, (E-pub ahead of print) In: Digital Health. 10, 10 p.

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

  26. Published

    Neural Combinatorial Optimization on Heterogeneous Graphs: An Application to the Picker Routing Problem in Mixed-Shelves Warehouses

    Luttmann, L. & Xie, L., 30.05.2024, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 34, p. 351-359 9 p.

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

  27. Published

    Knowledge-Enhanced Language Models Are Not Bias-Proof: Situated Knowledge and Epistemic Injustice in AI

    Kraft, A. & Soulier, E., 03.06.2024, 2024 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2024. Association for Computing Machinery, Inc, p. 1433-1445 13 p. (2024 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2024).

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

  28. E-pub ahead of print

    Use of Machine-Learning Algorithms Based on Text, Audio and Video Data in the Prediction of Anxiety and Post-Traumatic Stress in General and Clinical Populations: A Systematic Review

    Ciharova, M., Amarti, K., van Breda, W., Peng, X., Lorente-Català, R., Funk, B., Hoogendoorn, M., Koutsouleris, N., Fusar-Poli, P., Karyotaki, E., Cuijpers, P. & Riper, H., 10.06.2024, (E-pub ahead of print) In: Biological Psychiatry. 13 p.

    Research output: Journal contributions › Scientific review articles › Research

  29. Published

    TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering

    Sakhovskiy, A., Salnikov, M., Nikishina, I., Usmanova, A., Kraft, A., Möller, C., Banerjee, D., Huang, J., Jiang, L., Abdullah, R., Yan, X., Ustalov, D., Tutubalina, E., Usbeck, R. & Panchenko, A., 01.08.2024, Proceedings of TextGraphs-17: Graph-based Methods for Natural Language Processing. Ustalov, D., Gao, Y., Pachenko, A., Tutubalina, E., Nikishina, I., Ramesh, A., Sakhovskiy, A., Usbeck, R., Penn, G. & Valentino, M. (eds.). Kerrville: Association for Computational Linguistics (ACL), p. 116-125 10 p.

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

  30. E-pub ahead of print

    Identifying clinically relevant agranulocytosis in people registered on the UK clozapine Central Non-Rechallenge Database: retrospective cohort study

    Oloyede, E., Bachmann, C. J., Dzahini, O., Lopez Alcaraz, J. M., Singh, S. D., Vallianatou, K., Funk, B., Whiskey, E. & Taylor, D., 16.08.2024, (E-pub ahead of print) In: The British Journal of Psychiatry. 8 p.

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

  31. Published

    Predicting recurrent chat contact in a psychological intervention for the youth using natural language processing

    Hornstein, S., Scharfenberger, J., Lueken, U., Wundrack, R. & Hilbert, K., 12.2024, In: npj Digital Medicine. 7, 1, 9 p., 132.

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

  32. 2025
  33. Accepted/In press

    Conveying the Ethics of Artificial Intelligence in K–12 and Academia: A Systematic Review of Teaching Methods

    Tschoppe, N. J., Katsarov, J., Drews, P. & Trittin-Ulbrich, H., 2025, (Accepted/In press) Proceedings of HICSS 2025. 10 p.

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

  34. Accepted/In press

    Overcoming Multi-legacy Application Challenges through Building Dynamic Capabilities for Adopting Low-code

    Naqvi, S. A. A., Zimmer, M. P., Rehan, S., Drews, P. & Basole, R. C., 2025, (Accepted/In press) Proceedings of HICSS 2025. 10 p.

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

  35. Accepted/In press

    Shifting Competency Requirements for IT Professionals in the Digital Transformation: A Competency Transformation Process Model

    Pieczurczyk, S. & Drews, P., 2025, (Accepted/In press) Proceedings of HICSS 2025. 10 p.

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

  36. Accepted/In press

    Understanding Partnering Strategies in the Low-Code Platform Ecosystem

    Naqvi, S. A. A., Zimmer, M. P., Drews, P. & Basole, R. C., 2025, (Accepted/In press) Proceedings of HICSS 2025. 10 p.

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

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