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Institute of Information Systems

Organisational unit: Institute

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  1. 2023
  2. 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

  3. 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

  4. Published

    uFood: Concept for a Serious Moral Game on Social-Media Marketing

    Katsarov, J., Blanco Hoppmann, Y., Rabener, T., Tran, L., Drews, P. & Trittin-Ulbrich, H., 19.06.2023, Proceedings of Morality Play Workshop at DiGRA 2023 in Sevilla. https://moralityplay.org/2023/07/10/morality-play-2023-papers/, p. 1-11 11 p.

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

  5. 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 GmbH, 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

  6. Published

    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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. Published

    Contextual movement models based on normalizing flows

    Fadel, S., Mair, S., da Silva Torres, R. & Brefeld, U., 03.2023, In: AStA Advances in Statistical Analysis. 107, 1-2, p. 51-72 22 p.

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

  15. 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., 23.02.2023, 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

  16. 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

  17. Published

    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

  18. 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

  19. 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

  20. Published

    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

  21. Published

    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

  22. Published

    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

  23. 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

  24. Published

    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

  25. Published

    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. (GI-Edition: Lecture Notes in Informatics (LNI), Proceedings; vol. P-337).

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

  26. Published

    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. (ed.), Usbeck, R. (ed.), Mihindukulasooriya, N. (ed.), Jaradeh, M. Y. (ed.), Auer, S. (ed.), Singh, G. (ed.), Mutharaju, R. (ed.) & Kapanipathi, P. (ed.), 2023, Aachen: Rheinisch-Westfälische Technische Hochschule Aachen. (CEUR Workshop Proceedings; vol. 3592)

    Research output: Books and anthologies › Conference proceedings › Research

  27. 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

  28. 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

  29. Accepted/In press

    Value-sensitive digital social innovations for marginalized individuals: Towards a research agenda

    Gebken, L., Schirmer, I., Simon, J. & Drews, P., 2023, (Accepted/In press) International Social Innovation Research Conference. Guimarães, 29 p.

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

  30. 2022
  31. Published

    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

  32. Published

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

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

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

  33. Published

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

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

    Research output: Contributions to collected editions/works › Chapter

  34. Published

    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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

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