Institute of Information Systems
Organisational unit: Institute
- Junior professorship for Information Systems, in particular Data Analytics
- Professorship for Computer Engineering
- Professorship for Information Systems, in particular Artificial Intelligence and Explainability
- Professorship for Information Systems, in particular Data Science
- Professorship for Information Systems, in particular Digital Transformation and Information Management
- Professorship for Information Systems, in particular E-Business and Knowledge Management
- Professorship for Information Systems, in particular Machine Learning
- Professorship for Information Systems, in particular Network Science
Organisation profile
At the Institute of Information Systems (IIS) of the Leuphana University we work on innovative topics in Information Systems and Data Science. The main focus is on digital transformation, e-health, e-commerce, business analytics, sports and e-learning. Methodologically, we focus on the development and use of machine learning and artificial intelligence methods for the modeling and solution of data-driven decision problems. Additional quantitative (e.g. graphs, optimization) and qualitative (e.g. interviews, reference modeling) methods complement this spectrum. Cooperating with other universities, companies, and institutions of the civil society plays an important role in our work.
Main research areas
At the Institute of Information Systems there are currently 6 professors and numerous research assistants. Our main research areas include digital transformation, e-health, e-commerce, business analytics, sports, and e-learning. Details can be found on the websites of the work groups and in the central research database of Leuphana. The Institute of Information Systems organized a number of events and conferences at Leuphana (e.g. ITEE 2013, final round of the German National Computer Science Competition 2014, MKWI 2018).
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Extending Internet of Things Enterprise Architectures by Digital Twins Exemplified in the Context of the Hamburg Port Authority
Tesse, J., Baldauf, U., Schirmer, I., Drews, P. & Saxe, S., 2021, 27th Annual Americas Conference on Information Systems, AMCIS 2021. AIS eLibrary, 10 p. 1722. (Proceedings of the Americas Conference on Information Systems (AMCIS); vol. 2021).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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'SPREAD THE APP, NOT THE VIRUS’ – AN EXTENSIVE SEM-APPROACH TO UNDERSTAND PANDEMIC TRACING APP USAGE IN GERMANY
Thiée, L.-W., Petrowsky, H. M., Frech, M.-L., Loschelder, D. D. & Funk, B., 11.05.2021, ECIS 2021 Proceedings: Human Values Crisis in a Digitizing World. A. F. I. S. (ed.). AIS eLibrary, 1655Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Evaluating a hybrid web-based training program for panic disorder and agoraphobia: Randomized controlled trial
Ebenfeld, L., Lehr, D., Ebert, D. D., Stegemann, S. K., Riper, H., Funk, B. & Berking, M., 04.03.2021, In: Journal of Medical Internet Research. 23, 3, 14 p., e20829.Research output: Journal contributions › Journal articles › Research › peer-review
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Concept of a cloud state modeling system for lead-acid batteries: Theory and prototyping
Kortmann, F., Brieske, D., Piekarek, P., Eckstein, J., Warnecke, A., Drews, P. & Sauer, D. U., 31.01.2021, 2021 International Conference on Electronics, Information, and Communication (ICEIC). Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., 4 p. 9369785. (International Conference on Electronics, Information, and Communication, ICEIC ; vol. 2021).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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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
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Explaining the (Non-) Adoption of Advanced Data Analytics in Auditing: A Process Theory
Krieger, F., Drews, P. & Velte, P., 01.06.2021, In: International Journal of Accounting Information Systems. 41, 24 p., 100511.Research output: Journal contributions › Journal articles › Research › peer-review
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Formulating and solving integrated order batching and routing in multi-depot AGV-assisted mixed-shelves warehouses
Xie, L., Li, H. & Luttmann, L., 01.06.2023, In: European Journal of Operational Research . 307, 2, p. 713-730 18 p.Research output: Journal contributions › Journal articles › Research › peer-review
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Analysing Positional Data
Brefeld, U., Mair, S. & Lasek, J., 01.10.2020, Science Meets Sports: When Statistics Are More Than Numbers. Ley, C. & Dominicy, Y. (eds.). Newcastle upon Tyne: Cambridge Scholars Publishing, p. 81-94 13 p. (Physical Sciences).Research output: Contributions to collected editions/works › Chapter › peer-review
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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
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Supporting the Development and Implementation of a Digitalization Strategy in SMEs through a Lightweight Architecture-based Method
Tschoppe, N. J. & Drews, P., 2021, Innovation Through Information Systems: Volume III: A Collection of Latest Research on Management Issues. Ahlemann, F., Schütte, R. & Stieglitz, S. (eds.). Cham: Springer Verlag, Vol. 3. p. 685-691 7 p. (Lecture Notes in Information Systems and Organisation; vol. 48 LNISO).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Digital Leadership ‒ Mountain or Molehill? A Literature Review
Eberl, J. K. & Drews, P., 2021, Innovation Through Information Systems: Volume III: A Collection of Latest Research on Management Issues. Ahlemann, F., Schütte, R. & Stieglitz, S. (eds.). Cham: Springer Nature Switzerland AG, Vol. 3. p. 223-237 15 p. (Lecture Notes in Information Systems and Organisation; vol. 48 LNISO).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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How does Enterprise Architecture support the Design and Realization of Data-Driven Business Models? An Empirical Study
Rashed, F. & Drews, P., 01.01.2021, Innovation Through Information Systems - Volume III: A Collection of Latest Research on Management Issues. Ahlemann, F., Schütte, R. & Stieglitz, S. (eds.). Cham: Springer Nature Switzerland AG, p. 662-677 16 p. (Lecture Notes in Information Systems and Organisation; vol. 48 LNISO).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Information Extraction from Invoices: A Graph Neural Network Approach for Datasets with High Layout Variety
Krieger, F., Drews, P., Funk, B. & Wobbe, T., 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. 5-20 16 p. (Lecture Notes in Information Systems and Organisation; vol. 47).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Towards an Intra- and Interorganizational Perspective: Objectives and Areas of Activity of Digital Innovation Units
Raabe, J.-P., Drews, P., Horlach, B. & Schirmer, I., 01.01.2021, Proceedings of the 54th Annual Hawaii International Conference on System Sciences, HICSS 2021. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 5902-5911 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2020-January).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Modeling the C(o)urse of Privacy-critical Location-based Services: Exposing Dark Side Archetypes of Location Tracking
Burmeister, F., Drews, P. & Schirmer, I., 01.01.2021, Proceedings of the 54th Annual Hawaii International Conference on System Sciences, HICSS 2021. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 6651-6660 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2020-January).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Stakeholder and Value Orientation in Digital Social Innovation: Designing a Digital Donation Concept to Support Homeless Neighbors
Gebken, L., Drews, P. & Schirmer, I., 01.01.2021, Proceedings of the 54th Annual Hawaii International Conference on System Sciences, HICSS 2021. Bui, X. T. (ed.). Honolulu: University of Hawaii at Manoa, p. 6410-6419 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2020-January).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Pathways of Data-driven Business Model Design and Realization: A Qualitative Research Study
Rashed, F. & Drews, P., 2021, Proceedings of the 54th Annual Hawaii International Conference on System Sciences, HICSS 2021. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 5676-5685 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2020-January).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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HR practices and ambidexterity in small- and medium-sized consulting firms: An exploratory multi-case study
Werner, M. & Feldmann, J., 2022, Strategic Management Society Special Conference 2022.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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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
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Deal or no deal? How round vs precise percentage offers and price-ending mimicry affect impasse risk in over 25 million eBay negotiations
Petrowsky, H. M., Schweinsberg, M., Seitz, L., Funk, B. & Loschelder, D. D., 01.01.2023, In: Journal of Economic Psychology. 94, 10 p., 102584.Research output: Journal contributions › Journal articles › Research › peer-review
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Designing a Thrifty Approach for SME Business Continuity: Practices for Transparency of the Design Process
Järveläinen, J., Niemimaa, M. & Zimmer, M. P., 01.01.2022, In: Journal of the Association for Information Systems. 23, 6, p. 1557-1602 46 p., 3.Research output: Journal contributions › Journal articles › Research › peer-review
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Uma Caracterização das Polı́ticas de Privacidade Utilizadas em Aplicativos no Brasil
Jardim, G. P. S., Rabello, M. E. R., Lima, A. C., Brefeld, U. & Quadros dos Reis, V., 05.08.2022, Anais do III Workshop sobre as Implicações da Computação na Sociedade (WICS). Sociedade Brasileira de Computação (SBC), p. 13-25 13 p. (WORKSHOP SOBRE AS IMPLICAÇÕES DA COMPUTAÇÃO NA SOCIEDADE (WICS); no. 3/2022).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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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
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DASC-PM v1.1: A Process Model for Data Science Projects
Schulz, M., Neuhaus, U., Kaufmann, J., Kühnel, S., Alekozai, E. M., Rohde, H., Hoseini, S., Theuerkauf, R., Badura, D., Kerzel, U., Lanquillon, C., Daurer, S., Günther, M., Huber, L., Thiée, L.-W., Heiden, P. Z., Passlick, J., Dieckmann, J., Schwade, F., Seyffarth, T., Badewitz, W., Rissler, R., Sackmann, S., Gölzer, P., Welter, F., Röth, J., Seidelmann, J. & Haneke, U., 03.2022, Elmshorn: NORDAKADEMIE gAG Hochschule der Wirtschaft. 89 p.Research output: Books and anthologies › Monographs › Research
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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
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The Importance of Business Continuity for Making Business: The Case of Design Kitchen
Järveläinen, J., Zimmer, M. P. & Niemimaa, M., 2022, ICIS 2022 Proceedings: Digitization for the next generation. AIS eLibrary, 13 p. 1602Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Digital guided self-help for eating disorders: thematic analysis of participant text messages to coaches
Sadeh-Sharvit, S., Idan, O., Fowler, L. A., Fitzsimmons-Craft, E. E., Firebaugh, M.-L., Smith, A., Graham, A. K., Goelf , N. J., Flatt, R. E., Balantekinh, K. N., Monterubiod, G. E., Karam, A. M., Funk, B., Trockel, M. T., Wilfley, D. E. & Taylor, C. B., 2023, In: Eating Disorders, The Journal of Treatment & Prevention. 31, 2, p. 191-199 9 p.Research output: Journal contributions › Journal articles › Research › peer-review
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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
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Graph Conditional Variational Models: Too Complex for Multiagent Trajectories?
Rudolph, Y., Brefeld, U. & Dick, U., 2020, In: Proceedings of Machine Learning Research. 137, p. 136-147 12 p.Research output: Journal contributions › Conference article in journal › Research › peer-review
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Enterprise Architecture Management Support for Digital Transformation Projects in Very Large Enterprises: A Case Study at a European Mobility Provider
Kanin, O. & Drews, P., 01.01.2022, Enterprise Design, Operations, and Computing: 26th International Conference, EDOC 2022, Bozen-Bolzano, Italy, October 3–7, 2022, Proceedings. Almeida, J. P. A., Karastoyanova, D., Guizzardi, G., Montali, M., Maggi, F. M. & Fonseca, C. M. (eds.). Cham: Springer Schweiz, p. 74-90 17 p. (Lecture Notes in Computer Science ; vol. 13585).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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FaST: A linear time stack trace alignment heuristic for crash report deduplication
Rodrigues, I. M., Aloise, D. & Fernandes, E. R., 23.05.2022, The 2022 Mining Software Repositories Conference: MSR 2022, Proceedings; 18-20 May 2022, Virtual; 23-24 May 2022, Pittsburgh, Pennsylvania. New York: Institute of Electrical and Electronics Engineers Inc., p. 549-560 12 p. (Proceedings - IEEE/ACM International Conference on Mining Software Repositories ).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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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
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Clustering design science research based on the nature of the designed artifact
Laine, J., Zimmer, M. P., Minkkinen, M., Salmela, H. & Mäntymäki, M., 01.01.2022, The Role of Digital Technologies in Shaping the Post Pandemic World: 21st IFIP WG 6.11 Conference on e-Business, e-Services and e-Society, I3E 2022, Newcastle Upon Tyne, UK, September 13–14, 2022, Proceedings. Papagiannidis, S., Alamanos, E., Gupta, S., Dwivedi, Y. K., Mäntymäki, M. & Pappas, I. O. (eds.). Cham: Springer Schweiz, p. 254–266 13 p. (Lecture Notes in Computer Science; vol. 13454).Research output: Contributions to collected editions/works › Chapter › peer-review
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Responsible Artificial Intelligence Systems: Critical Considerations for Business Model Design
Zimmer, M. P., Minkkinen, M. & Mäntymäki, M., 31.12.2022, In: Scandinavian Journal of Information Systems. 34, 2, p. 113-162 50 p., 4.Research output: Journal contributions › Journal articles › Research › peer-review
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Are We Discovering or Making Concepts? Performativity in Concept Defining
Niemimaa, M. & Zimmer, M. P., 07.2022, PACIS 2022 proceedings. AIS eLibrary, 9 p. 1853Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Dividing Apples and Pears: Towards a Taxonomy for Agile Transformation
Lueg, R., Zimmer, M. P. & Drews, P., 07.2022, PACIS 2022 proceedings. AIS eLibrary, 17 p. 1435Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Digital–sustainable co-transformation: Introducing the triple bottom line of sustainability to digital transformation research
Zimmer, M. P. & Järveläinen, J., 01.01.2022, Human Choice and Digital by Default: Autonomy vs Digital Determination: HCC 2022. Kreps, D., Davison, R., Komukai, T. & Ishii, K. (eds.). Cham: Springer Verlag, p. 100-111 12 p. (IFIP Advances in Information and Communication Technology; vol. 656).Research output: Contributions to collected editions/works › Chapter › peer-review
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Co-Shaping an Ecosystem for Responsible AI: Five Types of Expectation Work in Response to a Technological Frame
Minkkinen, M., Zimmer, M. P. & Mäntymäki, M., 02.2023, In: Information Systems Frontiers. 25, 1, p. 103-121 19 p.Research output: Journal contributions › Journal articles › Research › peer-review
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A Reference Model for Data-driven Business Model Innovation Initiatives in Incumbent Firms
Rashed, F., Drews, P. & Zaki, M., 2022, ECIS 2022 proceedings. AIS eLibrary, 15 p. 1873. (ECIS 2022 research papers; no. 156).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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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
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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
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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
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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 contributions › Journal articles › Research › peer-review
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Effectiveness and Moderators of an Internet-Based Mobile-Supported Stress Management Intervention as a Universal Prevention Approach: Randomized Controlled Trial
Ebert, D. D., Franke, M., Zarski, A.-C., Berking, M., Riper, H., Cuijpers, P., Funk, B. & Lehr, D., 22.12.2021, In: Journal of Medical Internet Research. 23, 12, 19 p., e22107.Research output: Journal contributions › Journal articles › Research › peer-review
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Developing Digitalization Strategies for SMEs: A Lightweight Architecture-based Method
Tschoppe, N. & Drews, P., 01.01.2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences: January 3-7, 2022. Bui, T. X. (ed.). Honolulu: HICSS Conference Office, p. 4869-4878 10 p. ( Proceedings of the ... Annual Hawaii International Conference on System Sciences; vol. 55).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Off to new pastures: Exploring Tensions Between Followers and Leaders in the Automotive Industry Challenging the Adoption of Digital Leadership
Eberl, J. K. & Drews, P., 01.01.2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences, HICSS 2022: January 3-7, 2022. Bui, T. X. (ed.). Honolulu: HICSS Conference Office, p. 7004-7013 10 p. (Proceedings of the ... Annual Hawaii International Conference on System Sciences; vol. 55).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Selecting and Adapting Methods for Analysis and Design in Value-Sensitive Digital Social Innovation Projects: Toward Design Principles
Gebken, L., Drews, P. & Schirmer, I., 01.01.2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences, HICSS 2022: January 3-7, 2022. Bui, T. X. (ed.). Honolulu: HICSS Conference Office, p. 6922-6931 10 p. (Proceedings of the ... Annual Hawaii International Conference on System Sciences; vol. 55).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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The complementary relationship of exploration and exploitation in professional service firms: An exploratory study of IT consulting firms
Werner, M., 2023, Paradox Research Education Practice Conference.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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ARDIAS: AI-Enhanced Research Management, Discovery, and Advisory System
Banerjee, D., Yimam, S. M., Awale, S. & Biemann, C., 2023, Scientific Document Understanding 2023. Veyseh, A. P. B., Dernoncourt, F., Nguyen, T. H. & Lai, V. D. (eds.). Aachen: Sun Site Central Europe (RWTH Aachen University), 6 p. 4. (CEUR Workshop Proceedings; vol. 3656).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Inflation Narratives from a Machine Learning Perspective
Möller, C., Huang, J., Weinig, M. V., Usbeck, R. & Fritsche, U., 01.10.2023, Digital Total - Computing & Data Science an der Universität Hamburg und in der Wissenschaftsmetropole Hamburg: Book of Abstracts. Semmann, M., Yimam, S. M., Schöning-Stierand, K. & Biemann, C. (eds.). Hamburg: Universitat Hamburg, p. 143 1 p.Research output: Contributions to collected editions/works › Published abstract in conference proceedings › Research › peer-review
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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
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Exploring the Poincaré Ellipsis
Fadel, S., Paulsen, T. & Brefeld, U., 09.2023, 20th Machine Learning on Graphs workshop.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Extraction of information from invoices - challenges in the extraction pipeline
Thiée, L. W., Krieger, F. & Funk, B., 2023, INFORMATIK 2023: Designing Futures: Zukünfte gestalten, 26. – 29. September 2023, Berlin. Klein, M., Krupka, D., Winter, C. & Wohlgemuth, V. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 1777-1792 16 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
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Moral Sensitivity
Katsarov, J., 01.01.2024, Encyclopedia of Heroism Studies. Allison, S. T., Beggan, J. K. & Goethals, G. R. (eds.). Cham: Springer International Publishing, p. 1421-1429 9 p.Research output: Contributions to collected editions/works › Articles for encyclopedia › Research
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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/works › Article in conference proceedings › Research › peer-review
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Virtuous Play - Promoting Moral Sensitivity with Digital Games
Katsarov, J., 27.11.2023, Zurich. 457 p.Research output: Books and anthologies › Dissertations
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Joint Proceedings of Scholarly QALD 2023 and SemREC 2023 co-located with 22nd International Semantic Web Conference ISWC 2023: Athens, Greece, November 6-10, 2023
Banerjee, D. (Editor), Usbeck, R. (Editor), Mihindukulasooriya, N. (Editor), Jaradeh, M. Y. (Editor), Auer, S. (Editor), Singh, G. (Editor), Mutharaju, R. (Editor) & Kapanipathi, P. (Editor), 2023, Aachen: Rheinisch-Westfälische Technische Hochschule Aachen. (CEUR Workshop Proceedings; vol. 3592)Research output: Books and anthologies › Conference proceedings › Research
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BERTologyNavigator: Advanced Question Answering with BERT-based Semantics
Rajpal, S. & Usbeck, R., 2023, Joint Proceedings of Scholarly QALD 2023 and SemREC 2023 co-located with 22nd International Semantic Web Conference ISWC 2023 : Athens, Greece, November 6-10, 2023. Banerjee, D., Usbeck, R., Mihindukulasooriya, N., Jaradeh, M. Y., Auer, S., Singh, G., Mutharaju, R. & Kapanipathi, P. (eds.). Aachen: Rheinisch-Westfälische Technische Hochschule Aachen, Vol. 3592. 8 p. 7. (CEUR Workshop Proceedings; vol. 3592).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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A Structure and Content Prompt-based Method for Knowledge Graph Question Answering over Scholarly Data
Jiang, L., Yan, X. & Usbeck, R., 14.12.2023, Joint Proceedings of Scholarly QALD 2023 and SemREC 2023 co-located with 22nd International Semantic Web Conference ISWC 2023 : Athens, Greece, November 6-10, 2023. Banerjee, D., Usbeck, R., Mihindukulasooriya, N., Jaradeh, M. Y., Auer, S., Singh, G., Mutharaju, R. & Kapanipathi, P. (eds.). Aachen: Rheinisch-Westfälische Technische Hochschule Aachen, Vol. 3592. 7 p. 3. (CEUR Workshop Proceedings; vol. 3592).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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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
- Published
Machine Learning Applications
Arndt, N., Molitor, P. & Usbeck, R., 27.08.2023, In: IT - Information Technology. 65, 4-5, p. 139-141 3 p.Research output: Journal contributions › Other (editorial matter etc.) › Research
- Published
Leveraging LLMs in Scholarly Knowledge Graph Question Answering
Taffa, T. A. & Usbeck, R., 2023, Joint Proceedings of Scholarly QALD 2023 and SemREC 2023 co-located with 22nd International Semantic Web Conference ISWC 2023, Athens, Greece, November 6-10, 2023. Banerjee, D., Usbeck, R., Mihindukulasooriya, N., Singh, G., Mutharaju, R. & Kapanipathi, P. (eds.). CEUR-WS.org, Vol. 3592. 10 p. (CEUR Workshop Proceedings; vol. 3592).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Convolutional Neural Networks
Rudolph, Y. & Brefeld, U., 01.01.2023, Sportinformatik: Modellbildung, Simulation, Datenanalyse und Visualisierung von sportbezogenen Daten. Memmert, D. (ed.). Berlin: Springer Spektrum, p. 207-215 9 p.Research output: Contributions to collected editions/works › Chapter
- Published
Digital Gazelles: Challenges of Digital Startups during Phases of High Growth
Tschoppe, N. J., Drechsler, A. & Drews, P., 08.12.2023, ACIS 2023 Proceedings: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies". Wellington, New Zealand: Association for Information Systems, 12 p. 51Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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: Association for Information Systems, 12 p. 145Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
How Much Home Office is Ideal? A Multi-Perspective Algorithm
Colley, M., Jansen, P., Matthiesen, J., Hoberg, H., Reger, C. & Thiermann, I., 20.09.2023, Proceedings of the 2nd Annual Meeting of the Symposium on Human-Computer Interaction for Work, CHIWORK 2023. Boll, S., Cox, A., Ludwig, T. & Cecchinato, M. E. (eds.). New York: Association for Computing Machinery, Inc, 12 p. 8. (ACM International Conference Proceeding Series).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Criticality and Values in Digital Transformation Research: Insights from a Workshop
Zimmer, M. P., Vasilakopoulou, P., Grisot, M. & Niemimaa, M., 2023, In: Communications of the Association for Information Systems. 53, p. 964-983 20 p., 41.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Kann man eine ethische Haltung erlernen?
Katsarov, J. & Trittin-Ulbrich, H., 01.10.2023, In: people & work. 5, p. 54-56 3 p.Research output: Journal contributions › Journal articles › Research
- Published
Hands in Focus: Sign Language Recognition Via Top-Down Attention
Sarhan, N., Wilms, C., Closius, V., Brefeld, U. & Frintrop, S., 08.10.2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings: Proceedings. Piscataway: IEEE Electromagnetic Compatibility Society, p. 2555-2559 5 p. (Proceedings - International Conference on Image Processing, ICIP).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Patient centricity in IS healthcare – a framework proposing enablement, empowerment, and engagement of patients as individual IS users
Maschewski, J. & Lemmer, K., 04.2025, Transforming the Digitally Sustainable Enterprise: Proceedings of the 18th International Conference on Wirtschaftsinformatik, 2023, Vol. 3. Beverungen, D., Lehrer, C. & Trier, M. (eds.). Cham: Springer Science and Business Media Deutschland, p. 593-607 15 p. 343. (Lecture Notes in Information Systems and Organisation; vol. 76).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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 contributions › Journal articles › Research › peer-review
- 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 contributions › Other (editorial matter etc.) › Research
- Published
Finding the Best Match — a Case Study on the (Text‑) Feature and Model Choice in Digital Mental Health Interventions
Zantvoort, K., Scharfenberger, J., Boß, L., Lehr, D. & Funk, B., 12.2023, In: Journal of Healthcare Informatics Research. 7, 4, p. 447-479 33 p., 00148.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Parsing Causal Models – An Instance Segmentation Approach
Scharfenberger, J. & Funk, B., 08.06.2023, Intelligent Information Systems - CAiSE Forum 2023, Proceedings. Cabanillas, C. & Pérez, F. (eds.). Springer Science and Business Media Deutschland, p. 43-51 9 p. (Lecture Notes in Business Information Processing; vol. 477 LNBIP).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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 contributions › Journal articles › Research › peer-review
- Published
Decoding the Landscape of Smart City Platforms: A Taxonomy Approach
Richter, K., Zimmer, M. P. & Lemmer, K., 04.2025, Transforming the Digitally Sustainable Enterprise: Proceedings of the 18th International Conference on Wirtschaftsinformatik, 2023, Vol. 3. Beverungen, D., Lehrer, C. & Trier, M. (eds.). Cham: Springer Science and Business Media Deutschland, p. 409-427 19 p. 90. (Lecture Notes in Information Systems and Organisation; vol. 76).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Special Issue: Embracing Contrarian Thinking: Value-Reflexive Research for a Digital World
Zimmer, M. P. (Editor), Vasilakopoulou, P. (Editor), Grisot, M. (Editor) & Niemimaa, M. (Editor), 07.2025, Routledge Taylor & Francis Group. (European Journal of Information Systems)Research output: Books and anthologies › Special Journal issue › Research
- Published
Optimization Analysis for an Uncovered Wagon Transportation with an Interactive Animated Simulation-Based Platform for Multidisciplinary Learning
Wohlstein, M. H., Zakharova, E., Block, B. M. & Mercorelli, P., 2023, Proceedings of the 15th International Conference on Computer Supported Education - Volume 2, CSEDU 2023. Jovanovic, J., Chounta, I.-A., Uhomoibhi, J. & McLaren, B. (eds.). Science and Technology Publications, Lda (SciTePress), p. 451-457 7 p. (International Conference on Computer Supported Education, CSEDU - Proceedings; vol. 2).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
One tool to rule? – A field experimental longitudinal study on the costs and benefits of mobile device usage in public agencies
Lemmer, K., Jahn, K., Chen, A. & Niehaves, B., 01.06.2023, In: Government Information Quarterly. 40, 3, 18 p., 101836.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms
Hornstein, S., Zantvoort, K., Lueken, U., Funk, B. & Hilbert, K., 22.05.2023, In: Frontiers in Digital Health. 5, 14 p., 1170002.Research output: Journal contributions › Scientific review articles › Research
- Published
User Authentication via Multifaceted Mouse Movements and Outlier Exposure
Matthiesen, J. J., Hastedt, H. & Brefeld, U., 01.04.2023, Advances in Intelligent Data Analysis XXI: 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-la-Neuve, Belgium, April 12–14, 2023, Proceedings. Crémilleux, B., Hess, S. & Nijssen, S. (eds.). Cham: Springer Nature Switzerland AG, p. 300-313 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13876 LNCS).Research output: Contributions to collected editions/works › Article in conference proceedings › Research
- 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 contributions › Journal articles › Research
- Published
Designing an AI Governance Framework: From Research-Based Premises to Meta-Requirements
Mäntymäki, M., Minkkinen, M., Zimmer, M. P., Birkstedt, T. & Viljanen, M., 11.05.2023, ECIS 2023 Proceedings. Aanestad, M., Klein, S. & Tarafdar, M. (eds.). Association for Information Systems, 18 p. (European Conference on Information Systems (ECIS) Proceedings; vol. 2023).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Digital Workplace Transformation Triggers a Shift in the HR Identity: From Resource Manager to Growth Catalyst
Gierlich-Joas, M. & Zimmer, M. P., 11.05.2023, ECIS 2023 Proceedings. Aanestad, M., Klein, S. & Tarafdar, M. (eds.). Association for Information Systems, 16 p. (European Conference on Information Systems - ECIS Proceedings; vol. 2023).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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/works › Article in conference proceedings › Research › peer-review
- Published
Editorial: Quantitative modeling of psychopathology using passively collected data
Jacobson, N. C., Funk, B. & Abdullah, S., 24.01.2023, In: Frontiers in Psychology. 13, 2 p., 1126971.Research output: Journal contributions › Other (editorial matter etc.) › Research
- Published
Examining how AI capabilities can foster organizational performance in public organizations
Mikalef, P., Lemmer, K., Schaefer, C., Ylinen, M., Fjørtoft, S. O., Torvatn, H. Y., Gupta, M. & Niehaves, B., 01.04.2023, In: Government Information Quarterly. 40, 2, 14 p., 101797.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Digital Workplace Transformation: Subtraction Logic as Deinstitutionalising the Taken-for-Granted
Zimmer, M. P., Baiyere, A. & Salmela, H., 01.03.2023, In: Journal of Strategic Information Systems. 32, 1, 20 p., 101757.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Data practices in apps from Brazil: What do privacy policies inform us about?
Quadros dos Reis, V., Rabello, M. E. R., Lima, A. C., Jardim, G. P. S., Fernandes, E. R. & Brefeld, U., 10.02.2023, In: Journal on Interactive Systems. 14, 1, p. 1-8 8 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Digital Transformation and Institutional Work: A Paradox View
Zimmer, M. P., Baiyere, A. & Salmela, H., 27.07.2023, Digital Transformation: Organizational Challenges and Management Transformation Methods. Monod, E. & Jiang, Y. (eds.). Chalotte: Information Age Publishing Inc., p. 219-263 45 p. 18. (Research in Management Consulting).Research output: Contributions to collected editions/works › Other › Research
- Published
How to stay agile while growing: (re-)designing the IT landscape of a digital gazelle in the online marketing industry
Tschoppe, N. J., Tänzler, J. & Drews, P., 28.02.2023, Cases on Digital Entrepreneurship: How Digital Technologies are Transforming the Entrepreneurial Process in Existing Businesses and Start-ups . Landoli, L. & Gibaldi, C. (eds.). Edward Elgar Publishing, p. 130-144 15 p.Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research › peer-review
- Published
Generalized Between Icon, Symbol and Index: The Physical Dimension in Isotype and Unicode
Neugaertner, S., 2024, ISD8 2024 The Eighth Image Schema Day: Proceedings. Hedblom, M. M. & Kurt, O. (eds.). Sun Site Central Europe (RWTH Aachen University), Vol. 3888. 14 p. (CEUR Workshop Proceedings; vol. 3888).Research output: Contributions to collected editions/works › Conference contribution › peer-review
- Published
Narration as Functions: from Events to Narratives
Huang, J. & Usbeck, R., 2024, WNU 2024 - 6th Workshop on Narrative Understanding: Proceedings of the Workshop. Lal, Y. K., Clark, E., Iyyer, M., Chaturvedi, S., Brei, A., Brahman, F. & Chandu, K. R. (eds.). Miami, Florida: Association for Computational Linguistics (ACL), p. 1-7 7 p. (WNU 2024 - 6th Workshop on Narrative Understanding, Proceedings of the Workshop).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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. 2545Research output: Contributions to collected editions/works › Published abstract in conference proceedings › Research
- Published
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, 3090Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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 contributions › Journal articles › Research › peer-review
- 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 paper › Project reports › Research
- In preparation
Hybrid-SQuAD: Hybrid Scholarly Question Answering Dataset
Taffa, T. A., Banerjee, D., Assabie, Y. & Usbeck, R., 2024, (In preparation)Research output: other publications › Other › Research
- Published
Creative spaces in computer science
Kohler, M., Usbeck, R. & Edinger, J., 12.2024, In: IT - Information Technology. 66, 2-3, p. 39-41 3 p.Research output: Journal contributions › Other (editorial matter etc.) › Research
- Published
DISCIE–Discriminative Closed Information Extraction
Möller, C. & Usbeck, R., 2025, The Semantic Web – ISWC 2024 - 23rd International Semantic Web Conference, Proceedings. Demartini, G., Hose, K., Acosta, M., Palmonari, M., Cheng, G., Skaf-Molli, H., Ferranti, N., Hernández, D. & Hogan, A. (eds.). Cham: Springer Nature Switzerland AG, p. 23-40 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15232 LNCS).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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/works › Article in conference proceedings › Research › peer-review
- Published
A Universal Digital Stress Management Intervention for Employees: Randomized Controlled Trial with Health-Economic Evaluation
Freund, J., Smit, F., Lehr, D., Zarski, A. C., Berking, M., Riper, H., Funk, B., Ebert, D. D. & Buntrock, C., 22.10.2024, In: Journal of Medical Internet Research. 26, 13 p., e48481.Research output: Journal contributions › Journal articles › Research › peer-review
- 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/works › Article in conference proceedings › Research › peer-review
- 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/works › Article in conference proceedings › Research › peer-review
- Published
Ablation Study of a Multimodal Gat Network on Perfect Synthetic and Real-world Data to Investigate the Influence of Language Models in Invoice Recognition
Thiée, L. W., 11.09.2024, Document Analysis and Recognition – ICDAR 2024 Workshops: Athens, Greece, August 30–31, 2024 Proceedings, Part II. Mouchère, H. & Zhu, A. (eds.). Cham: Springer Nature, Vol. 2. p. 199-212 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14936)(Document analysis and recognition - ICDAR 2024 workshops ; vol. 2).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Structuring Sustainability Reports for Environmental Standards with LLMs guided by Ontology
Usmanova, A. & Usbeck, R., 2024, ClimateNLP 2024 - 1st Workshop on Natural Language Processing Meets Climate Change, Proceedings of the Workshop. Stammbach, D., Ni, J., Schimanski, T., Dutia, K., Singh, A., Bingler, J., Christiaen, C., Kushwaha, N., Muccione, V., Vaghefi, S. A. & Leippold, M. (eds.). Association for Computational Linguistics (ACL), p. 168-177 10 p. (ClimateNLP 2024 - 1st Workshop on Natural Language Processing Meets Climate Change, Proceedings of the Workshop).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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. 37Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Incorporating Type Information into Zero-Shot Relation Extraction
Möller, C. & Usbeck, R., 2024, TEXT2KG 2024 and DQMLKG 2024 : 3rd International workshop one knowledge graph generation from text. Data Quality meets Machine Learning and Knowledge Graphs 2024. Tiwari, S., Mihindukulasooriya, N., Osborne, F., Kontokostas, D., D'Souza, J., Kejriwal, M., Pellegrino, M. A., Rula, A., Labra Gayo, J. E., Cochez, M. & Alam, M. (eds.). Aachen: Sun Site Central Europe (RWTH Aachen University), 10 p. (CEUR Workshop Proceedings; vol. 3747).Research output: Contributions to collected editions/works › Conference contribution › peer-review
- Published
Making the most out of timeseries symptom data: A machine learning study on symptom predictions of internet-based CBT
Hentati Isacsson, N., Zantvoort, K., Forsell, E., Boman, M. & Kaldo, V., 12.2024, In: Internet Interventions. 38, 8 p., 100773.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Use Cases for Artificial Intelligence in the Product Experimentation Lifecycle
Stotz, N. & Drews, P., 2025, Product-Focused Software Process Improvement: 25th International Conference, PROFES 2024 Tartu, Estonia, December 2–4, 2024; Proceedings. Pfahl, D., Gonzalez Huerta, J., Klünder, J. & Anwar, H. (eds.). Cham: Springer Nature Switzerland AG, p. 289-304 16 p. (Lecture Notes in Computer Science; vol. 15452).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- In preparation
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 preparation) Sustainable AI Conference 2023: Sustainable AI Across Borders: Conference Proceedings. Vol. abs/2408.01453.Research output: Contributions to collected editions/works › Article in conference proceedings › Research
- 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. 85Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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. 83Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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 paper › Project reports › Transfer
- 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 contributions › Journal articles › Research › peer-review
- 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/works › Article in conference proceedings › Research › peer-review
- 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
- Published
Seeking social support on social media: a coping perspective
Chen, A. & Lemmer, K., 18.03.2025, In: Internet Research. 35, 2, p. 664-690 27 p.Research output: Journal contributions › Journal articles › Research › peer-review
- 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
- 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/works › Article in conference proceedings › Research › peer-review
- 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
- 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, 1Research output: Journal contributions › Conference abstract in journal › Research › peer-review
- 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 contributions › Journal articles › Research › peer-review
- Submitted
Studying properties of water data using manifold-aware anomaly detectors
Paulsen, T. & Brefeld, U., 23.04.2024, (Submitted) Design of Cyber-Secure Water Plants. Mathur, A., Zhou, J. & Raman, G. (eds.). MDPI AG, (Water).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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: Springer Gabler, p. 369-390 22 p.Research output: Contributions to collected editions/works › Chapter › peer-review
- Published
D2R2 2024: Linked Data-driven Resilience Research 2024: Proceedings of the Third International Workshop on Linked Data-driven Resilience Research (D2R2'24) co-located with European Semantic Web Conference 2024 (ESWC 2024), May 27, 2024
Holze, J. (Editor), Tramp, S. (Editor), Martin, M. (Editor), Auer, S. (Editor), Usbeck, R. (Editor) & Krdzavac, N. (Editor), 2024, Aachen: Rheinisch-Westfaelische Technische Hochschule Aachen. (CEUR Workshop Proceedings; vol. 3707)Research output: Books and anthologies › Conference proceedings › Research
- 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/works › Article in conference proceedings › Research › peer-review
- Published
Master of Disaster: A Disaster-Related Event Monitoring System From News Streams
Huang, J. & Usbeck, R., 2024Research output: other publications › Other › Research
- 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
- Published
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., 01.10.2024, In: Biological Psychiatry. 96, 7, p. 519-531 13 p.Research output: Journal contributions › Scientific review articles › Research
- 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. 8Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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
- 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
- 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
- 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), 6Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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. 2Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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
- 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
- Published
Sexismo no Brasil: Análise de um Word Embedding por meio de testes baseados em associação implícita
Quadros dos Reis, V., 25.09.2023, BRAZILIAN SYMPOSIUM IN INFORMATION AND HUMAN LANGUAGE TECHNOLOGY (STIL). Caseli, H. & Finatto, M. J. B. (eds.). Sociedade Brasileira de Computação (SBC), p. 53-62 10 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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
- Published
uFood: Concept for a Serious Moral Game on Social-Media Marketing
Katsarov, J., Rabener, T., Wagenbach, T., Zakharova, E., Blanco Hoppmann, Y., Tran, L., Drews, P. & Trittin-Ulbrich, H., 2025, Games and Learning Alliance: 13th International Conference, GALA 2024. Schönbohm, A., Bellotti, F., Buchiarone, A., de Rosa, F., Ninaus, M., Wang, A., Wanick, V. & Dondio, P. (eds.). Cham: Springer Schweiz, p. 355-360 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15348 LNCS).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 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/works › Article in conference proceedings › Research › peer-review
- Published
Muses or Stereotypes? Identifying Historical Patterns of Sexism in a Corpus of Brazilian Lyrics
Lopes, J. N. D. S., Firmino, V. P. & Dos Reis, V. Q., 05.06.2025, In: Journal on Interactive Systems. 16, 1, p. 369-380 12 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Knowledge Graph Question Answering and Large Language Models
Banerjee, D., Hu, N., Tan, Y., Min, D., Wu, Y., Usbeck, R. & Qi, G., 17.03.2025, Handbook on Neurosymbolic AI and Knowledge Graphs. Hitzler, P., Dalal, A., Mahdavinejad, M. S. & Norouzi, S. S. (eds.). IOS Press BV, p. 466-531 66 p. ( Frontiers in Artificial Intelligence and Applications; vol. 400).Research output: Contributions to collected editions/works › Chapter
- Published
Neuro-Symbolic Relation Extraction
Yan, X., Usmanova, A., Möller, C., Westphal, P. & Usbeck, R., 17.03.2025, Handbook on Neurosymbolic AI and Knowledge Graphs. Hitzler, P., Dalal, A., Mahdavinejad, M. S. & Norouzi, S. S. (eds.). IOS Press BV, p. 550-576 27 p. ( Frontiers in Artificial Intelligence and Applications; vol. 400).Research output: Contributions to collected editions/works › Chapter
- Published
SH-CoDE: Scholarly Hybrid Complex Question Decomposition and Execution
Taffa, T. A. & Usbeck, R., 05.02.2025, 2025 19th International Conference on Semantic Computing (ICSC). IEEE Canada, p. 1-8 8 p. 11036317Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Accepted/In press
Aligning Experimentation with Product Operations: A Taxonomy for Structuring Experimentation Teams
Stotz, N., Labay, B., Vermeer, L. & Drews, P., 2025, (Accepted/In press) Proceedings of SEAA 2025. 8 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Junior fellows and distinguished dissertation of the GI and AI for crisis
Usbeck, R., Kraft, A. & Westphal, P., 23.05.2025, In: IT - Information Technology. 67, 1, p. 1-2 2 p.Research output: Journal contributions › Other (editorial matter etc.) › Research
- Published
Analyzing the Influence of Knowledge Graph Information on Relation Extraction
Möller, C. & Usbeck, R., 2025, The Semantic Web: 22nd European Semantic Web Conference, ESWC 2025 Portoroz, Slovenia, June 1–5, 2025 Proceedings, Part I. Curry, E., Acosta, M., Poveda-Villalón, M., van Erp, M., Ojo, A., Hose, K., Shimizu, C. & Lisena, P. (eds.). Cham: Springer Nature Switzerland AG, Vol. 1. p. 460-480 21 p. (Lecture Notes in Computer Science ; vol. 15718).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Bridge-Generate: Scholarly Hybrid Question Answering
Taffa, T. A. & Usbeck, R., 2025, WWW Companion’25: Companion Proceedings of the ACM Web Conference 2025, April 28-May 2, 2025 Sydney, NSW, Australia. Long, G., Blumestein, M., Chang, Y., Lewin-Eytan, L., Huang, H. & Yom-Tov, E. (eds.). New York: Association for Computing Machinery, Inc, p. 1321-1325 5 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Introduction to the Design, Implementation, and Management of Digital Government Policies and Strategies Minitrack
Gualdi, F., Cordella, A. & Lemmer, K., 2025, Proceedings of the 58th Hawaii International Conference on System Sciences (HICSS). Bui, T. X. (ed.). University of Hawaii at Manoa, p. 1894-1895 2 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).Research output: Contributions to collected editions/works › Other › Research
- Published
No-Code Platforms in Startups: Explaining Decisions for Adoption and Abandonment
Laevskaya, E., Naqvi, S. A. A. & Drews, P., 2025, AMCIS 2025 Proceedings. Atlanta: AIS eLibrary, 10 p. 2070. (The AMCIS proceedings series; vol. 2025).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Govern Like You Mean It: Embedding Data Ethics Practices within Data Governance
Richter, K., Zimmer, M. P. & Drews, P., 2025, AMCIS 2025 Proceedings. Atlanta: AIS eLibrary, 10 p. 1265. (The AMCIS proceedings series; vol. 2025).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Machine Learning and Data Mining for Sports Analytics: 11th International Workshop, MLSA 2024, Vilnius, Lithuania, September 9, 2024, Revised Selected Papers
Brefeld, U. (Editor), Davis, J. (Editor), Van Haaren, J. (Editor) & Zimmermann, A. (Editor), 2025, Cham: Springer Verlag. 119 p. (Communications in Computer and Information Science; vol. 2460)Research output: Books and anthologies › Conference proceedings › Research
- Published
Capitalizing on natural language processing (NLP) to automate the evaluation of coach implementation fidelity in guided digital cognitive-behavioral therapy (GdCBT)
Zainal, N. H., Eckhardt, R., Rackoff, G. N., Fitzsimmons-Craft, E. E., Rojas-Ashe, E., Barr Taylor, C., Funk, B., Eisenberg, D., Wilfley, D. E. & Newman, M. G., 02.04.2025, In: Psychological Medicine. 55, e106.Research output: Journal contributions › Journal articles › Research › peer-review
- E-pub ahead of print
Beyond Digital vs. IT: The Untold Story of Their Relationship from an Organizing Logic Perspective
Baiyere, A., Zimmer, M. P., Staykova, K. S. & Jöhnk, J., 15.04.2025, (E-pub ahead of print) In: Information Systems Research. 37 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
The promise and challenges of computer mouse trajectories in DMHIs – A feasibility study on pre-treatment dropout predictions
Zantvoort, K., Matthiesen, J., Bjurner, P., Bendix, M., Brefeld, U., Funk, B. & Kaldo, V., 06.2025, In: Internet Interventions. 40, 7 p., 100828.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Value-Based Transformation Management for Digital-Sustainable Co-Transformation
Zimmer, M. P. & Paul, K., 2025, In: FIfF-Kommunikation. 42, 1, p. 32-35Research output: Journal contributions › Journal articles › Transfer › peer-review
- Published
EVOLVING PURPOSES OF DIGITAL INNOVATION UNITS: EMPIRICAL INSIGHTS FROM A LARGE INSURANCE COMPANY
Werner, M., Stockhinger, J. & Schiffer, S., 2025, Academy of Management Proceedings.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Toward Learning Distributions of Distributions
Wohlstein, M. & Brefeld, U., 2025, In: Proceedings of Machine Learning Research. 265, p. 269-275 7 p.Research output: Journal contributions › Conference article in journal › Research › peer-review
- Published
Metrics for Experimentation Programs: Categories, Benefits and Challenges
Stotz, N. & Drews, P., 2025, Agile Processes in Software Engineering and Extreme Programming: 26th International Conference on Agile Software Development, XP 2025, Brugg-Windisch, Switzerland, June 2–5, 2025, Proceedings. Peter, S., Kropp, M., Aguiar, A., Anslow, C., Lunesu, M. I. & Pinna, A. (eds.). Cham: Springer Nature, p. 210-225 16 p. ( Lecture Notes in Business Information Processing; vol. 545).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Interactive sequential generative models for team sports
Fassmeyer, D., Cordes, M. & Brefeld, U., 02.2025, In: Machine Learning. 114, 2, 15 p., 38.Research output: Journal contributions › Journal articles › Research › peer-review
- E-pub ahead of print
Inclusion of Autistic It Workforce in Action: An Auticon Approach
Abramova, O., Recker, J., Schemm, U. & Barwitzki, L. D., 08.02.2025, (E-pub ahead of print) In: Information Systems Journal. 21 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Understanding Low-Code Evolution, Adoption and Ecosystem for Software Development
Naqvi, S. A. A. & Drews, P., 2025, ICSOB-C 2024, Software Business: PhD Retreat and Posters & Demos Track 2024: Companion Proceedings of the 15th International Conference on Software Business (PhD Retreat, Posters & Demos Track), Utrecht, the Netherlands, November 18–20, 2024. D., Santos, R., Khanna, D. & Elshan, E. (eds.). Aachen: Rheinisch-Westfälische Technische Hochschule Aachen, 9 p. (CEUR workshop proceedings; vol. 3921).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering
Jiang, L., Huang, J., Möller, C. & Usbeck, R., 06.02.2025Research output: other publications › Other › Research
- Published
Masked autoencoder for multiagent trajectories
Rudolph, Y. & Brefeld, U., 02.2025, In: Machine Learning. 114, 2, 18 p., 44.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Construct relation extraction from scientific papers: Is it automatable yet?
Funk, B. & Scharfenberger, J., 07.01.2025, Proceedings of the 58th Hawaii International Conference on System Sciences. Bui, T. (ed.). Honolulu: University of Hawaii at Manoa, p. 4675-4684 10 p. (Hawaii International Conference on System Sciences (HICSS); vol. 2025).Research output: Contributions to collected editions/works › Published abstract in conference proceedings › Research › peer-review
- Published
Shifting Competency Requirements for IT Professionals in the Digital Transformation: A Competency Transformation Process Model
Pieczurczyk, S. & Drews, P., 07.01.2025, Proceedings of the 58th Hawaii International Conference on System Sciences: Hilton Waikoloa Village, January 7-10, 2025. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 4789-4798 10 p. (Hawaii International Conference on System Sciences (HICSS); vol. 2025).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Understanding Partnering Strategies in the Low-Code Platform Ecosystem
Naqvi, S. A. A., Zimmer, M. P., Drews, P. & Basole, R. C., 07.01.2025, Proceedings of the 58th Hawaii International Conference on System Sciences: Hilton Waikoloa Village, January 7-10, 2025. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 6226-6235 10 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Overcoming Multi-legacy Application Challenges through Building Dynamic Capabilities for Low-Code Adoption
Naqvi, S. A. A., Zimmer, M. P., Rehan, S., Drews, P. & Basole, R. C., 07.01.2025, Proceedings of the 58th Hawaii International Conference on System Sciences: Hilton Waikoloa Village, January 7-10, 2025. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 7503-7512 10 p. ( Hawaii International Conference on System Sciences (HICSS); vol. 2025).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
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., 07.01.2025, Proceedings of the 58th Hawaii International Conference on System Sciences: Hilton Waikoloa Village, January 7-10, 2025. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 4744-4753 10 p. (Hawaii International Conference on System Sciences (HICSS); vol. 2025).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
How to Measure the Speed of Enterprise IT? An Enterprise Architecture-based Case Study in a Very Large Enterprise
Kanin, O. & Drews, P., 2025, Enterprise Design, Operations, and Computing : 28th International Conference, EDOC 2024, Vienna, Austria, September 10–13, 2024, Revised Selected Papers. Borbinha, J., Sales, T. P., Da Silva, M. M., Proper, H. A. & Schnellmann, M. (eds.). Cham: Springer Schweiz, p. 101-118 18 p. (Lecture Notes in Computer Science (LNCS); vol. 15409).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review