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  1. Published

    Are We Discovering or Making Concepts? Performativity in Concept Defining

    Niemimaa, M. & Zimmer, M. P., 07.2022, PACIS 2022 proceedings. AIS eLibrary, 9 p. 1853

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

  2. Published

    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. 1435

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

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

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

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

  4. Published

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

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

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

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

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

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

  6. Published

    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

  7. Published

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

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

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

  8. Published

    Robustness and disturbances in public transport

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

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

  9. Published

    Action rate models for predicting actions in soccer

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

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

  10. TraceSim: An Alignment Method for Computing Stack Trace Similarity

    Rodrigues, I. M., Khvorov, A., Aloise, D., Vasiliev, R., Koznov, D., Fernandes, E. R., Chernishev, G., Luciv, D. & Povarov, N., 01.03.2022, In: Empirical Software Engineering. 27, 2, 41 p., 53.

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

  11. Published

    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

  12. Published

    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

  13. Published

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

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

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

  14. Published

    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

  15. Published

    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

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

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

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

  17. Published

    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, p. 100-111 12 p. (IFIP Advances in Information and Communication Technology; vol. 656).

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

  18. Published

    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

  19. Published

    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

  20. Published

    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

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

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

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

  22. Published

    Application of Machine Learning on Transport Spot Rate Prediction In the Recycling Industry

    Green, T., Rokoss, A., Kramer, K. & Schmidt, M., 2022, Conference on Production Systems and Logistics: International Conference, CPSL 2022, hosted at the University of British Columbia in Vancouver, Canada, 17th May 2022 – 20th May 2022, Proceedings. Herberger, D. & Hübner, M. (eds.). Hannover: publish-Ing., p. 554-563 10 p. (Proceedings of the Conference on Production Systems and Logistics; vol. 3).

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

  23. Published

    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

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

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

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

  25. Published

    End-to-End Active Speaker Detection

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

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

  26. Entity Extraction from Portuguese Legal Documents Using Distant Supervision

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

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

  27. Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis

    Perevalov, A., Yan, X., Kovriguina, L., Jiang, L., Both, A. & Usbeck, R., 2022, 2022 Language Resources and Evaluation Conference, LREC 2022. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 2998-3007 10 p. (2022 Language Resources and Evaluation Conference, LREC 2022).

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

  28. Measuring Gender Bias in German Language Generation

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

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

  29. Published

    Modeling Conditional Dependencies in Multiagent Trajectories

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

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

  30. OPERATIONALIZING DIGITAL TRANSFORMATION FROM MULTIPLE PERSPECTIVES

    Böllmann, R., Werner, M., Obermeier, S. & Ahlemann, F., 2022, PACIS 2022 proceedings. AIS eLibrary, 1627

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

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

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

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

  32. Reconciling Deliberateness and Emergence in Digital Transformation Strategy Formation — An Organizational Improvisation Perspective

    Stockhinger, J. & Werner, M., 2022, ICIS 2022 Proceedings: Digitization for the next generation. AIS eLibrary, 2124

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

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

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

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

  34. Published

    Semi-Supervised Generative Models for Multi-Agent Trajectories

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

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

  35. Team Ambidexterity and its Prerequisites: An Exploratory Study of an IT Service Management Team

    Werner, M., Feldmann, J. I., Montealegre, J. B. & Stockhinger, J., 2022, AMCIS 2022 Proceedings. AIS eLibrary, 1121

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

  36. Published

    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. 1602

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

  37. Published

    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

  38. Published

    The origins of goals in the German Bundesliga

    Anzer, G., Bauer, P. & Brefeld, U., 17.11.2021, In: Journal of Sports Sciences. 39, 22, p. 2525-2544 20 p.

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

  39. Published

    Toward Automatically Labeling Situations in Soccer

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

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

  40. Published

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

    Lueg, R. & Drews, P., 11.2021, Innovation Through Information Systems - Volume II: A Collection of Latest Research on Technology Issues. Ahlemann, F., Schütte, R. & Stieglitz, S. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, 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

  41. Published

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

    Schulte, M. R., Thiée, L.-W., Scharfenberger, J. & Funk, B., 11.2021, Innovation Through Information Systems - Volume II: A Collection of Latest Research on Technology Issues. Ahlemann, F., Schütte, R. & Stieglitz, S. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, 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

  42. Published

    On the impact of network size and average degree on the robustness of centrality measures

    Martin, C. & Niemeyer, P., 20.10.2021, In: Network Science. 9, S1, p. S61-S82 22 p.

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

  43. Published

    Review of transit data sources: Potentials, challenges and complementarity

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

    Research output: Journal contributions › Scientific review articles › Research

  44. Published

    A systematic literature review of machine learning canvases

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

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

  45. Published

    Towards a Camera-Based Road Damage Assessment and Detection for Autonomous Vehicles: Applying Scaled-YOLO and CVAE-WGAN

    Faßmeyer, P., Kortmann, F., Drews, P. & Funk, B., 01.09.2021, 2021 IEEE 94th Vehicular Technology Conference, VTC 2021-Fall - Proceedings: Proceedings, Virtual Conference, 27 - 30 September 2021. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., 7 p. (IEEE Vehicular Technology Conference; vol. 94).

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

  46. Published

    Microphones, not megaphones: Functional crowdworker voice regimes on digital work platforms

    Gegenhuber, T., Ellmer, M. & Schüßler, E., 09.2021, In: Human Relations . 74, 9, p. 1473-1503 31 p.

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

  47. Published

    Principled Interpolation in Normalizing Flows

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

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

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

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

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

  49. Digital transformation in an incumbent organisation: The co-enactment of digital transformation through macro- and micro-level activities

    Zimmer, M. P., 20.08.2021, Turku: University of Turku. 248 p.

    Research output: Books and anthologies › Monographs › Research › peer-review

  50. Published

    Space and Control in Soccer

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

    Research output: Journal contributions › Journal articles › Research

  51. Published

    Modeling the Quarter-Vehicle: Use of Passive Sensor Data for Road Condition Monitoring

    Kortmann, F., Horstkötter, J., Warnecke, A., Meier, N., Heger, J., Funk, B. & Drews, P., 15.07.2021, In: IEEE Sensors Journal. 21, 14, p. 15535-15543 9 p., 9281332.

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

  52. Published

    Rating Player Actions in Soccer

    Dick, U., Tavakol, M. & Brefeld, U., 15.07.2021, In: Frontiers in Sports and Active Living. 3, 14 p., 682986.

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

  53. Published

    Joint optimization of an autoencoder for clustering and embedding

    Boubekki, A., Kampffmeyer, M., Brefeld, U. & Jenssen, R., 01.07.2021, In: Machine Learning. 110, 7, p. 1901-1937 37 p.

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

  54. Published

    Quality and Adoption of COVID-19 Tracing Apps and Recommendations for Development: Systematic Interdisciplinary Review of European Apps

    Kahnbach, L., Lehr, D., Brandenburger, J., Mallwitz, T., Jent, S., Hannibal, S., Funk, B. & Janneck, M., 02.06.2021, In: Journal of Medical Internet Research. 23, 6, 18 p., e27989.

    Research output: Journal contributions › Scientific review articles › Research

  55. Published

    Simultaneous Constrained Adaptive Item Selection for Group-Based Testing

    Bengs, D., Kroehne, U. & Brefeld, U., 01.06.2021, In: Journal of Educational Measurement. 58, 2, p. 236-261 26 p.

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

  56. Published

    '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, 1655

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

  57. Published

    Evaluating one-shot tournament predictions

    Ekstrom, C. T., Van Eetvelde, H., Ley, C. & Brefeld, U., 05.04.2021, In: Journal of Sports Analytics. 7, 1, p. 37-46 10 p.

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

  58. Published

    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

  59. Published

    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

  60. Published

    Introducing split orders and optimizing operational policies in robotic mobile fulfillment systems

    Xie, L., Thieme, N., Krenzler, R. & Li, H., 01.01.2021, In: European Journal of Operational Research . 288, 1, p. 80-97 18 p.

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

  61. Published

    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 Hawaiʻi at Mānoa, 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

  62. Proxy Indicators for the Quality of Open-domain Dialogues

    Nedelchev, R., Lehmann, J. & Usbeck, R., 01.01.2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Moens, M.-F., Huang, X., Specia, L. & Wen-tau Yih, S. (eds.). Association for Computational Linguistics (ACL), p. 7834-7855 22 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  63. Published

    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 Hawaiʻi at Mānoa, 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

  64. Published

    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 Hawaiʻi at Mānoa, 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

  65. Truth or dare? - How can we influence the adoption of artificial intelligence in municipalities?

    Schaefer, C., Lemmer, K., Kret, K. S., Ylinen, M., Mikalef, P. & Niehaves, B., 01.01.2021, Proceedings of the 54th Annual Hawaii International Conference on System Sciences. Bui, X. T. (ed.). Hawai: IEEE - Institute of Electrical and Electronics Engineers Inc., p. 2347-2356 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

  66. Template-based Question Answering using Recursive Neural Networks

    Athreya, R. G., Bansal, S. K., Ngomo, A. C. N. & Usbeck, R., 01.2021, Proceedings - 2021 IEEE 15th International Conference on Semantic Computing, ICSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 195-198 4 p. 9364639. (Proceedings - 2021 IEEE 15th International Conference on Semantic Computing, ICSC 2021).

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

  67. An Unusual Encounter with Oneself: Exploring the Impact of Self-view on Online Meeting Outcomes

    Abramova, O., Gladkaya, M. & Krasnova, H., 2021, 42nd International Conference on Information Systems, ICIS 2021 TREOs: "Building Sustainability and Resilience with IS: A Call for Action". Valacich, J. (ed.). Association for Information Systems, 2134. (42nd International Conference on Information Systems, ICIS 2021 TREOs: "Building Sustainability and Resilience with IS: A Call for Action").

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

  68. Published

    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

  69. Published

    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

  70. Published

    Human-Value-Oriented Digital Social Innovation: A Multilevel Design Framework

    Gebken, L., Kurtz, C., Drews, P., Schirmer, I. & Böhmann, T., 2021, ICIS 2021 Proceedings: Building sustainability and resilience with IS: A call for action. Association for Information Systems, 17 p. 1654

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

  71. Published

    “Ideation is Fine, but Execution is Key”: How Incumbent Companies Realize Data-Driven Business Models

    Lange, H. E., Drews, P. & Höft, M., 2021, Proceedings - 2021 IEEE 23rd Conference on Business Informatics, CBI 2021 - Main Papers: CBI 2021, Virtual Conference 1-3 September 2021, Proceedings . Almeida, J. P. A., Guizzardi , G., Montali , M. & Proper , H. A. (eds.). Los Alamitos: IEEE - Institute of Electrical and Electronics Engineers Inc., Vol. 1. p. 191-200 10 p. ( IEEE ... Conference on Business Informatics; vol. 23, no. 1).

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

  72. Published

    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 GmbH, 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

  73. Newsfeed clutter as an inhibitor of sensemaking

    Gundlach, J. & Abramova, O., 2021, 27th Annual Americas Conference on Information Systems, AMCIS 2021. Atlanta: Association for Information Systems, 1295. (27th Annual Americas Conference on Information Systems, AMCIS 2021).

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

  74. Published

    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 Hawaiʻi at Mānoa, 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

  75. Published

    Realization of Data-Driven Business Models in Incumbent Companies: An Exploratory Study Based on the Resource-Based View

    Lange, H. E., Drews, P. & Höft, M., 2021, ICIS 2021 Proceedings: Building sustainability and resilience with IS: A call for action. Association for Information Systems, 17 p. 1410

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

  76. Rhetorical Role Identification for Portuguese Legal Documents

    Aragy, R., Fernandes, E. R. & Caceres, E. N., 2021, Intelligent Systems: 10th Brazilian Conference, BRACIS 2021, Virtual Event, November 29 – December 3, 2021, Proceedings, Part II. Britto, A. & Valdivia Delgado, K. (eds.). Cham: Springer Schweiz, p. 557-571 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13074 LNAI).

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

  77. Published

    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, 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

  78. Published

    The Advance of Diagnosis Chatbots: Should We First Avoid Distrust Before We Focus on Trust?

    Seitz, L., Woronkow, J., Bekmeier-Feuerhahn, S. & Gohil, K., 2021, ECIS 2021 Proceedings: Human Values Crisis in a Digitizing World. AIS eLibrary, 1185

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

  79. Published

    Unraveling Privacy Concerns in Complex Data Ecosystems with Architectural Thinking

    Burmeister, F., Kurtz, C., Vogel, P., Drews, P. & Schirmer, I., 2021, ICIS 2021 Proceedings: Building sustainability and resilience with IS: A call for action. Association for Information Systems, 17 p. 2692

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

  80. Published

    Detecting Various Road Damage Types in Global Countries Utilizing Faster R-CNN

    Kortmann, F., Talits, K., Fassmeyer, P., Warnecke, A., Meier, N., Heger, J., Drews, P. & Funk, B., 10.12.2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020: Proceedings, Dec 10 - Dec 13, 2020 • Virtual Event. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., p. 5563-5571 9 p. 9378245. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

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

  81. Published

    Applying Quarter-Vehicle Model Simulation for Road Elevation Measurements Utilizing the Vehicle Level Sensor

    Kortmann, F., Rodeheger, M., Warnecke, A., Meier, N., Heger, J., Funk, B. & Drews, P., 01.11.2020, 2020 IEEE 92nd Vehicular Technology Conference: Proceedings. Canada: IEEE - Institute of Electrical and Electronics Engineers Inc., 6 p. 9348664. (IEEE Vehicular Technology Conference).

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

  82. Published

    Developing a Process for the Analysis of User Journeys and the Prediction of Dropout in Digital Health Interventions: Machine Learning Approach

    Bremer, V., Chow, P., Funk, B., Thorndike, F. P. & Ritterband, L. M., 28.10.2020, In: Journal of Medical Internet Research. 22, 10, 20 p., e17738.

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

  83. Published

    Live Demonstration: Passive Sensor Setup for Road Condition Monitoring

    Kortmann, F., Horstkotter, J., Warnecke, A., Meier, N., Heger, J., Funk, B. & Drews, P., 25.10.2020, 2020 IEEE SENSORS Proceedings. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., 1 p. 9278776. (IEEE Sensors Proceedings).

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

  84. Published

    Creating Value from in-Vehicle Data: Detecting Road Surfaces and Road Hazards

    Kortmann, F., Hsu, Y.-C., Warnecke, A., Meier, N., Heger, J., Funk, B. & Drews, P., 20.09.2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., 6 p. 9294684. (2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020).

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

  85. Published

    Preliminary data on help‐seeking intentions and behaviors of individuals completing a widely available online screen for eating disorders in the United States

    Fitzsimmons-Craft, E. E., Balantekin, K. N., Graham, A. K., DePietro, B., Laing , O., Firebaugh, M.-L., Smolar, L., Park, D., Mysko, C., Funk, B., Taylor, C. B. & Wilfley, D. E., 01.09.2020, In: The International journal of eating disorders. 53, 9, p. 1556-1562 7 p.

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

  86. Neural relational inference for disaster multimedia retrieval

    Fadel, S. G. & Torres, R. D. S., 09.2020, In: Multimedia Tools and Applications. 79, 35-36, p. 26735-26746

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

  87. Published

    Managing information in the case of opinion spamming

    Ge, L. & Voß, S., 08.2020, Design, User Experience, and Usability. Interaction Design - 9th International Conference, DUXU 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Proceedings. Marcus, A. & Rosenzweig, E. (eds.). Cham: Springer, p. 370-384 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12200 LNCS).

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

  88. A Soft Alignment Model for Bug Deduplication

    Rodrigues, I. M., Aloise, D., Fernandes, E. R. & Dagenais, M., 29.06.2020, 2020 IEEE/ACM 17th International Conference on Mining Software Repositories: MSR 2020, Proceedings; Seoul, Republic of Korea 29-30 June 2020. New York: Association for Computing Machinery, Inc, p. 43-53 11 p.

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

  89. Digital Workplace Transformation: The Importance of Deinstitutionalising the Taken for Granted

    Zimmer, M. P., Baiyere, A. & Salmela, H., 15.06.2020, 28th European Conference on Information Systems - ECIS 2020: Liberty, Equality, and Fraternity in a Digitizing World . Rowe, F. & El Amrani, R. (eds.). AIS eLibrary, 15 p. 112. (ECIS Proceedings; vol. 2020).

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

  90. Cultivating a 'Digital Jungle': Toward a Hybrid Governance Perspective on Infrastructure Evolution

    Zimmer, M. P. & Niemimaa, M., 06.2020, 24th Pacific Asia Conference on Information Systems - PACIS 2020. Vogel, D., Shen, K. N., Ling, P. S., Hsu, C., Thong, J. Y. L., De Marco, M., Limayem, M. & Xu, S. X. (eds.). AIS eLibrary, 14 p. 63

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

  91. Published

    From Ideation to Realization: Essential Steps and Activities for Realizing Data-Driven Business Models

    Lange, H. & Drews, P., 06.2020, Proceedings - 2020 IEEE 22nd Conference on Business Informatics, CBI 2020: Proceedings, Antwerp, Belgium 22-24 June 2020, Volume 2 – Research-in-Progress and Workshop Papers. Guedria, W., Proper, H. A., Verelst, J., Hacks, S., Timm, F., Sandkuhl, K., Fellmann, M., da Silva Serapiao Leal, G., Payan, M., Komarov, M., Maltseva, S., Uskenbayeva, R., Nazarov, D., Ge, M., Helfert, M. & Ehrlinger, L. (eds.). Los Alamitos: IEEE - Institute of Electrical and Electronics Engineers Inc., Vol. 2. p. 20-29 10 p. 9140222. (IEEE ... Conference on Business Informatics; vol. 2).

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

  92. Published

    Analyzing User Journey Data In Digital Health: Predicting Dropout From A Digital CBT-I Intervention

    Bremer, V., Chow, P., Funk, B., Thorndike, F. & Ritterband, L., 27.05.2020, In: Sleep. 43, Supplement 1, p. A460 1 p., 1204.

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

  93. Published

    Sensor Measures of Affective Leaning

    Martens, T., Niemann, M. & Dick, U., 30.04.2020, In: Frontiers in Psychology. 11, 10 p., 379.

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

  94. TextCSN: A semi-supervised approach for text clustering using pairwise constraints and convolutional siamese network

    Vilhagra, L. A., Fernandes, E. R. & Nogueira, B. M., 30.03.2020, The 35th Annual ACM Symposium on Applied Computing: Brno, Czech Republic, March 30 - April 3, 2020. New York: Association for Computing Machinery, Inc, p. 1135-1142 8 p.

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

  95. Published

    HyperUCB: Hyperparameter optimization using contextual bandits

    Tavakol, M., Mair, S. & Morik, K., 28.03.2020, Machine Learning and Knowledge Discovery in Databases: International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I. Cellier, P. & Driessens, K. (eds.). Cham: Springer Nature AG, Vol. 1. p. 44-50 7 p. ( Communications in Computer and Information Science; vol. 1167).

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

  96. Published

    Digital Innovation Units: Exploring Types, Linking Mechanisms and Evolution Strategies in Bimodal IT Setups

    Raabe, J.-P., Horlach, B., Drews, P. & Schirmer, I., 09.03.2020, Proceedings of WI 2020: Entwicklungen, Chancen und Herausforderungen der Digitalisierung. Gronau, N., Heine, M., Krasnova, H. & Pousttchi, K. (eds.). Berlin: GITO mbH Verlag, Vol. 1. p. 844-858 15 p. 5. (Proceedings of WI 2020; vol. 1).

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

  97. Published

    Using CNNs to Detect Graphical Representations of Structural Equation Models in IS Papers

    Genz, T. & Funk, B., 09.03.2020, Entwicklungen, Chancen und Herausforderungen der Digitalisierung: Proceedings der 15. Internationalen Tagung Wirtschaftsinformatik 2020. Gronau, N., Heine, M., Krasnova, H. & Pousttchi, K. (eds.). Berlin: GITO mbH Verlag, Vol. 1. p. 115-120 6 p. 8. (WI 2020; vol. 1).

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

  98. Published

    A mobile application for panic disorder and agoraphobia: Insights from a multi-methods feasibility study

    Ebenfeld, L., Kleine Stegemann, S., Lehr, D., Ebert, D. D., Funk, B., Riper, H. & Berking, M., 01.03.2020, In: Internet Interventions. 19, 10 p., 100296 .

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

  99. Published

    A Framework for Applying Natural Language Processing in Digital Health Interventions

    Funk, B., Sadeh-Sharvit, S., Fitzsimmons-Craft, E. E., Trockel, M. T., Monterubio, G. E., Goel , N. J., Balantekin, K. N., Eichen, D. M., Flatt, R. E., Firebaugh, M.-L., Jacobi, C., Graham, A. K., Hoogendoorn, M., Wilfley, D. E. & Taylor, C. B., 19.02.2020, In: Journal of Medical Internet Research. 22, 2, 13 p., e13855.

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

  100. Published

    Evaluation of a temporal causal model for predicting the mood of clients in an online therapy

    Becker, D., Bremer, V., Funk, B., Hoogendoorn, M., Rocha, A. & Riper, H., 11.02.2020, In: BMJ mental health. 23, 1, p. 27-33 7 p.

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

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