Browse by research area

  1. Published

    Estimation of minimal data sets sizes for machine learning predictions in digital mental health interventions

    Zantvoort, K., Nacke, B., Görlich, D., Hornstein, S., Jacobi, C. & Funk, B., 12.2024, In: npj Digital Medicine. 7, 1, 10 p., 361.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  2. Published

    Greenpeace's Digital Transformation: A Case of Digital–Sustainable Co-Transformation

    Zimmer, M. P., Paul, K. & Drews, P., 12.2024, Lüneburg: Leuphana Universität Lüneburg, 59 p.

    Research output: Working paperProject reportsResearch

  3. Published

    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., Vallianatu, K., Funk, B., Whiskey, E. & Taylor, D., 11.2024, In: The British Journal of Psychiatry. 225, 5, p. 484-491 8 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  4. Published

    Bridging the Gap: Generating a Comprehensive Biomedical Knowledge Graph Question Answering Dataset

    Yan, X., Westphal, P., Seliger, J. & Usbeck, R., 16.10.2024, ECAI 2024 : 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain; including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), Proceedings. Endriss, U., Melo, F. S., Bach, K., Diz, A. J. B., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). Amsterdam: IOS Press BV, p. 1198-1205 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  5. Published

    Revisiting the richness of integrated vehicle and crew scheduling

    Ge, L., Kliewer, N., Nourmohammadzadeh, A., Voß, S. & Xie, L., 10.2024, In: Public Transport. 16, 3, p. 775-801 27 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  6. Published

    Entity Linking with Out-of-Knowledge-Graph Entity Detection and Clustering Using Only Knowledge Graphs

    Möller, C. & Usbeck, R., 11.09.2024, Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI- : Proceedings of the 20th International Conference on Semantic Systems, 17-19 September 2024, Amsterdam, The Netherlands. Salatino, A. A., Alam, M., Ongenae, F., Vahdati, S., Gentile, A. L., Pellegrini, T. & Jiang, S. (eds.). Amsterdam: IOS Press BV, p. 88-105 18 p. (Studies on the Semantic Web; vol. 60).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  7. Published

    Digitale Kontaktnachverfolgung bei Infektionskrankheiten: Projektstudie ZIL-Kontakt

    Drews, P., Funk, B., Heger, J., Lehr, D., Zimmer, M. P. & Lemmer, K., 22.08.2024, Lüneburg: Leuphana Universität Lüneburg, 25 p.

    Research output: Working paperProject reportsTransfer

  8. Proceedings of TextGraphs-17: Graph-based Methods for Natural Language Processing: The 62nd Annual Meeting of the Association of Computational Linguistics; August 15, 2024; TextGraphs @ ACL 2024

    Ustalov, D. (Editor), Gao, Y. (Editor), Pachenko, A. (Editor), Tutubalina, E. (Editor), Nikishina, I. (Editor), Ramesh, A. (Editor), Sakhovskiy, A. (Editor), Usbeck, R. (Editor), Penn, G. (Editor) & Valentino, M. (Editor), 01.08.2024, Kerrville: Association for Computational Linguistics (ACL). 162 p.

    Research output: Books and anthologiesConference proceedingsResearch

  9. 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: Graph-Based Methods for Natural Language Processing, 62nd Annual Meeting of the Association of Computational Linguistics. 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/worksArticle in conference proceedingsResearchpeer-review

  10. Published

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

    Gebken, L., Schirmer, I., Simon, J. & Drews, P., 01.08.2024, In: Academy of Management Proceedings. 2024, 1

    Research output: Journal contributionsConference abstract in journalResearchpeer-review

  11. Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions

    Roy, S., Khatua, A., Ghoochani, F., Hadler, U., Nejdl, W. & Ganguly, N., 11.07.2024, SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Hui Yang, G., Wang, H., Han, S., Hauff, C., Zuccon, G. & Zhang, Y. (eds.). Association for Computing Machinery, Inc, p. 1073-1082 10 p. (SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  12. Published
  13. 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 contributionsJournal articlesResearchpeer-review

  14. 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 contributionsJournal articlesResearchpeer-review

  15. 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/worksArticle in conference proceedingsResearchpeer-review

  16. 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/worksArticle in conference proceedingsResearchpeer-review

  17. 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 contributionsJournal articlesResearchpeer-review

  18. 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 Annual Hawaii International Conference on System Sciences, HICSS 2024. 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/worksArticle in conference proceedingsResearchpeer-review

  19. Published

    Adapting Growth Models for Digital Startups: Empirical Evidence and Directions for Digital Entrepreneurship Research

    Tschoppe, N. J. & Drews, P., 2024, ICIS 2024 Proceedings: Digital Innovation, Transformation, and Entrepreneurship. Atlanta: The Association for Information Systems (AIS), 17 p. 37

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  20. Published
  21. Design Knowledge for Virtual Learning Companions from a Value-centered Perspective

    Schlimbach, R., Khosrawi-Rad, B., Strohmann, T., Lange, T. C. & Robra-Bissantz, S., 2024, In: Communications of the Association for Information Systems. 54, p. 293-330 38 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  22. Published

    Digital and IT-Enabled Organizational Transformation - Where Do We Go From Here?

    Mosconi, E., Brohman, K., Yoo, Y., Drews, P., Ologeanu-Taddei, R., Schlagwein, D. & Baiyere, A., 2024, Proceedings of ICIS 2024. Vogel, D. (ed.). Atlanta: AIS eLibrary, 7 p. 2545

    Research output: Contributions to collected editions/worksPublished abstract in conference proceedingsResearch

  23. Published

    Effects of an orderly vs. cluttered online environment on user behavior

    Abramova, O. & Voronin, G., 2024, 45th International Conference on Information Systems, ICIS 2024: Digital Platforms for Emerging Societies. The Association for Information Systems (AIS), 17 p. 3162. (45th International Conference on Information Systems, ICIS 2024).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  24. Published

    Empowering the Public Sector: Unveiling the Transformational Potential of Low-Code in Crisis Responses

    Naqvi, S. A. A., Zimmer, M. P. & Drews, P., 2024, AMCIS 2024 Proceedings: ICT and Global Develop (SIG GLOBDEV). Kowal, J. & Diaz Andrade, A. (eds.). Atlanta: The Association for Information Systems (AIS), 6

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  25. Published

    Fostering Inclusivity – Towards Principles for Inclusive Information Systems Design

    Vimalan, N., Zimmer, M. P. & Drews, P., 2024, Wirtschaftsinformatik 2024 Proceedings. Flath, C. M., Gust, G., Thiesse, F. & Winkelmann, A. (eds.). The Association for Information Systems (AIS), 15 p. 85

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  26. Published

    Good Practices der digitalen Transformation im öffentlichen Gesundheitsdienst

    Maschewski, J., Lemmer, K. & Drews, P., 2024, Digitale Daseinsvorsorge: Stadtwerke als Treiber der digitalen Transformation für Kommunen, Land und Bund. Meier, J., Brosze, T., Papenfuß, U. & Wiesche, M. (eds.). Wiesbaden: Gabler Verlag, p. 369-390 22 p.

    Research output: Contributions to collected editions/worksChapterpeer-review

  27. Published

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

    Kanin, O. & Drews, P., 2024, PACIS 2024 Proceedings: Digital Transformation and Change Management. Duan, S., Phuong Hoang, E. & Kar, A. K. (eds.). Atlanta: The Association for Information Systems (AIS), 17 p. 8

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  28. 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/worksArticle in conference proceedingsResearchpeer-review

  29. Navigating Tensions in the Pursuit of Digital Innovation: Seven Years of Evidence From an Incumbent and Its Digital Venture

    Schiffer, S., Werner, M. & Stockhinger, J., 2024, ECIS 2024 Proceedings: People First: Constructing Digital Futures Together. Gierlich-Joas, M., Baiyere, A. & Hess, T. (eds.). AIS eLibrary, 2345

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  30. Published

    Revisiting Supervised Contrastive Learning for Microblog Classification

    Huang, J. & Usbeck, R., 2024, The 2024 Conference on Empirical Methods in Natural Language Processing: Proceedings of the Conference; November 12-16, 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Kerrville: Association for Computational Linguistics, p. 15644-15653 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  31. Riding Two Horses at The Same Time: Paradox Responses for Navigating Exploration and Exploitation in Small and Medium-Sized IT Consulting Firms

    Werner, M., Stockhinger, J., Klein, S. & Vieru, D., 2024, ICIS 2024 Proceedings: Digital Platforms for Emerging Societies. Loebbecke, C., Hsu, C. & Marabelli, M. (eds.). Atlanta: AIS eLibrary, 17 p. 3090

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  32. 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, 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/worksArticle in conference proceedingsResearchpeer-review

  33. 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, 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/worksArticle in conference proceedingsResearchpeer-review

  34. Published

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

    Schubert, F., Maschewski, J. & Drews, P., 2024, Wirtschaftsinformatik 2024 Proceedings. Flath, C. M., Gust, G., Thiesse, F. & Winkelmann, A. (eds.). The Association for Information Systems (AIS), 15 p. 83

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  35. Published

    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, In: Scandinavian Journal of Information Systems. 36, 2, p. 5-36 32 p., 1.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  36. 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/worksChapter

  37. Emotions and Information Diffusion on Social Media: A Replication in the Context of Political Communication on Twitter

    Hagemann, L. & Abramova, O., 15.12.2023, In: AIS Transactions on Replication Research. 9, 19 p., 2.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  38. Published

    Disentangling the Digitality of Startups from an Enterprise Architecture Perspective

    Tschoppe, N. J. & Drews, P., 08.12.2023, ACIS 2023 Proceedings. Wellington, New Zealand: The Association for Information Systems (AIS), 12 p. 145

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  39. Published

    Responsibility of/in Digital Transformation

    Zimmer, M. P., Järveläinen, J., Stahl, B. C. & Mueller, B., 01.12.2023, In: Journal of Responsible Technology. 16, 5 p., 100068.

    Research output: Journal contributionsOther (editorial matter etc.)Research

  40. The effects of targeted political advertising on user privacy concerns and digital product acceptance: A preference-based approach

    Baum, K., Abramova, O., Meißner, S. & Krasnova, H., 12.2023, In: Electronic Markets. 33, 1, 17 p., 46.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  41. Sentiment, we-talk and engagement on social media: insights from Twitter data mining on the US presidential elections 2020

    Hagemann, L. & Abramova, O., 27.11.2023, In: Internet Research. 33, 6, p. 2058-2085 28 p.

    Research output: Journal contributionsConference article in journalResearchpeer-review

  42. Published

    Understanding the socio-technical aspects of low-code adoption for software development

    Naqvi, S. A. A., Zimmer, M. P., Rehan, S. & Drews, P., 05.11.2023, ECIS 2023 Proceedings. Aanestad, M., Klein, S. & Tarafdar, M. (eds.). AIS eLibrary, 17 p. 357. (Proceedings of European Conference on Information System (ECIS); vol. 2023).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  43. Published

    Automated Invoice Processing: Machine Learning-Based Information Extraction for Long Tail Suppliers

    Krieger, F., Drews, P. & Funk, B., 01.11.2023, In: Intelligent Systems with Applications. 20, 14 p., 200285.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  44. Deliberative Diversity for News Recommendations: Operationalization and Experimental User Study

    Heitz, L., Lischka, J. A., Abdullah, R., Laugwitz, L., Meyer, H. & Bernstein, A., 14.09.2023, Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023. Association for Computing Machinery, Inc, p. 813-819 7 p. (Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  45. QALD-9-ES: A Spanish Dataset for Question Answering Systems

    Soruco, J., Collarana, D., Both, A. & Usbeck, R., 11.09.2023, Knowledge Graphs: Semantics, Machine Learning, and Languages: Proceedings of the 19th International Conference on Semantic Systems, 20-22 September 2023, Leipzig, Germany. Acosta, M., Peroni, S., Vahdati, S., Gentile, A. L., Pellegrini, T. & Kalo, J.-C. (eds.). Amsterdam: IOS Press BV, p. 38-52 15 p. (Studies on the Semantic Web; vol. 56).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  46. NFDI4DS Gateway and Portal

    Usbeck, R., Taffa, T. A., Veliz, R. A. G., Abdullah, R., Shams, N., Wentzel, B., Chen, Z. & Schimmler, S., 07.09.2023, In: Proceedings of the Conference on Research Data Infrastructure. 1, 4 p.

    Research output: Journal contributionsConference abstract in journalResearchpeer-review

  47. Published

    To be or not to be stressed: Designing autonomy to reduce stress at work.

    Zeuge, A., Lemmer, K., Klesel, M., Kordyaka, B., Jahn, K. & Niehaves, B., 11.08.2023, In: Work. 75, 4, p. 1199-1213 15 p.

    Research output: Journal contributionsJournal articlesResearch

  48. Published

    Discriminação Algorítmica de Gênero: Estudo de Caso e Análise no Contexto Brasileiro

    Taso, F. T. D. S., Quadros dos Reis, V. & Martinez, F. H. V., 06.08.2023, Anais do IV Workshop sobre as Implicações da Computação na Sociedade . Porto Alegre: Sociedade Brasileira de Computação (SBC), p. 13-25 13 p. (Anais do Workshop sobre as Implicações da Computação na Sociedade.; no. 4).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  49. Performance predictors for graphics processing units applied to dark-silicon-aware design space exploration

    Sonohata, R., Arigoni, D. C. A., Fernandes, E. R., Ribeiro dos Santos, R. & Dessandre Duenha, L., 01.08.2023, In: Concurrency and Computation: Practice and Experience. 35, 17, 16 p., e6877.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  50. Published

    Understanding the first-offer conundrum: How buyer offers impact sale price and impasse risk in 26 million eBay negotiations

    Schweinsberg, M., Petrowsky, H. M., Funk, B. & Loschelder, D. D., 01.08.2023, In: Proceedings of the National Academy of Sciences (USA). 120, 32, e2218582120.

    Research output: Journal contributionsJournal articlesResearchpeer-review

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