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Companies try to tackle challenges regarding their differentiation and profitability using digital services. One specific type of digital services are smart services, which are digital services built on data from smart products. Introducing these kinds of offerings into the portfolio of manufacturing companies is not trivial. Moreover, they require conscious action to align all relevant capabilities to realize the respective business goals. However, what capabilities are generally relevant for smart services remains opaque. We conducted a systematic literature review to identify them and extended the results through an interview study. Our analysis results in 78 capabilities clustered among 12 principles and six dimensions. These results provide significant support for the smart service transformation of manufacturing companies and for structuring the research field of smart services."}],"user_id":"66731","title":"Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice","language":[{"iso":"eng"}],"type":"conference","citation":{"chicago":"Koldewey, Christian, Timm Fichtler, Michel Scholtysik, Jan Biehler, Nick Schreiner, Franziska Sommer, Maximilian Schacht, et al. “Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice,” 2024.","ama":"Koldewey C, Fichtler T, Scholtysik M, et al. Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice. In: ; 2024.","apa":"Koldewey, C., Fichtler, T., Scholtysik, M., Biehler, J., Schreiner, N., Sommer, F., Schacht, M., Kaufmann, J., Rabe, M., Sedlmeier, J., & Dumitrescu, R. (2024). Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice. Hawaii International Conference on System Sciences, Hawaii.","bibtex":"@inproceedings{Koldewey_Fichtler_Scholtysik_Biehler_Schreiner_Sommer_Schacht_Kaufmann_Rabe_Sedlmeier_et al._2024, title={Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice}, author={Koldewey, Christian and Fichtler, Timm and Scholtysik, Michel and Biehler, Jan and Schreiner, Nick and Sommer, Franziska and Schacht, Maximilian and Kaufmann, Jonas and Rabe, Martin and Sedlmeier, Joachim and et al.}, year={2024} }","mla":"Koldewey, Christian, et al. Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice. 2024.","short":"C. Koldewey, T. Fichtler, M. Scholtysik, J. Biehler, N. Schreiner, F. Sommer, M. Schacht, J. Kaufmann, M. Rabe, J. Sedlmeier, R. Dumitrescu, in: 2024.","ieee":"C. Koldewey et al., “Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice,” presented at the Hawaii International Conference on System Sciences, Hawaii, 2024."},"year":"2024","date_updated":"2023-11-06T15:40:33Z","_id":"48632","conference":{"end_date":"2024-01-06","location":"Hawaii","name":"Hawaii International Conference on System Sciences","start_date":"2024-01-03"}},{"_id":"50476","date_updated":"2024-01-12T15:12:11Z","language":[{"iso":"eng"}],"type":"conference","year":"2024","citation":{"bibtex":"@inproceedings{Krings_Yigitbas_2024, title={TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR}, booktitle={Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024) (to appear)}, publisher={ACM}, author={Krings, Sarah Claudia and Yigitbas, Enes}, year={2024} }","mla":"Krings, Sarah Claudia, and Enes Yigitbas. “TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR.” Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024) (to Appear), ACM, 2024.","chicago":"Krings, Sarah Claudia, and Enes Yigitbas. “TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR.” In Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024) (to Appear). 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Synergieeffekte Zwischen Henze-Digital Und Der Carl Maria von Weber-Gesamtausgabe Durch Die Bilaterale Weiterentwicklung Der WeGA-WebApp. LibreCat University, 2024, doi:10.5281/ZENODO.10698272.","bibtex":"@inproceedings{Ried_2024, title={Synergieeffekte zwischen Henze-Digital und der Carl Maria von Weber-Gesamtausgabe durch die bilaterale Weiterentwicklung der WeGA-WebApp}, DOI={10.5281/ZENODO.10698272}, publisher={LibreCat University}, author={Ried, Dennis}, year={2024} }","chicago":"Ried, Dennis. “Synergieeffekte Zwischen Henze-Digital Und Der Carl Maria von Weber-Gesamtausgabe Durch Die Bilaterale Weiterentwicklung Der WeGA-WebApp.” LibreCat University, 2024. https://doi.org/10.5281/ZENODO.10698272.","ama":"Ried D. Synergieeffekte zwischen Henze-Digital und der Carl Maria von Weber-Gesamtausgabe durch die bilaterale Weiterentwicklung der WeGA-WebApp. In: LibreCat University; 2024. doi:10.5281/ZENODO.10698272","apa":"Ried, D. (2024). 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Abschlussbericht Der Arbeitsgruppe “Forschungsbedarf Teleoperation.” Bundesanstalt für Straßenwesen, 2024."},"type":"report","year":"2024"},{"title":"Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles","department":[{"_id":"660"}],"publication_status":"published","publication_identifier":{"issn":["2374-3468","2159-5399"]},"project":[{"_id":"126","name":"TRR 318 - C3: TRR 318 - Subproject C3"},{"_id":"109","name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren","grant_number":"438445824"},{"_id":"117","name":"TRR 318 - C: TRR 318 - Project Area C"}],"date_updated":"2024-03-27T15:06:39Z","doi":"10.1609/aaai.v38i13.29352","language":[{"iso":"eng"}],"abstract":[{"text":"While shallow decision trees may be interpretable, larger ensemble models like gradient-boosted trees, which often set the state of the art in machine learning problems involving tabular data, still remain black box models. As a remedy, the Shapley value (SV) is a well-known concept in explainable artificial intelligence (XAI) research for quantifying additive feature attributions of predictions. The model-specific TreeSHAP methodology solves the exponential complexity for retrieving exact SVs from tree-based models. Expanding beyond individual feature attribution, Shapley interactions reveal the impact of intricate feature interactions of any order. In this work, we present TreeSHAP-IQ, an efficient method to compute any-order additive Shapley interactions for predictions of tree-based models. TreeSHAP-IQ is supported by a mathematical framework that exploits polynomial arithmetic to compute the interaction scores in a single recursive traversal of the tree, akin to Linear TreeSHAP. We apply TreeSHAP-IQ on state-of-the-art tree ensembles and explore interactions on well-established benchmark datasets.","lang":"eng"}],"article_type":"original","user_id":"93420","keyword":["Explainable Artificial Intelligence"],"publication":"Proceedings of the AAAI Conference on Artificial Intelligence","author":[{"full_name":"Muschalik, Maximilian","first_name":"Maximilian","last_name":"Muschalik"},{"last_name":"Fumagalli","id":"93420","first_name":"Fabian","full_name":"Fumagalli, Fabian"},{"first_name":"Barbara","full_name":"Hammer, Barbara","last_name":"Hammer"},{"last_name":"Huellermeier","id":"48129","first_name":"Eyke","full_name":"Huellermeier, Eyke"}],"publisher":"Association for the Advancement of Artificial Intelligence (AAAI)","volume":38,"date_created":"2024-03-27T14:50:04Z","status":"public","_id":"53073","intvolume":" 38","issue":"13","page":"14388-14396","type":"journal_article","year":"2024","citation":{"ieee":"M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, pp. 14388–14396, 2024, doi: 10.1609/aaai.v38i13.29352.","short":"M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.","mla":"Muschalik, Maximilian, et al. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, Association for the Advancement of Artificial Intelligence (AAAI), 2024, pp. 14388–96, doi:10.1609/aaai.v38i13.29352.","bibtex":"@article{Muschalik_Fumagalli_Hammer_Huellermeier_2024, title={Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles}, volume={38}, DOI={10.1609/aaai.v38i13.29352}, number={13}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={14388–14396} }","ama":"Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence. 2024;38(13):14388-14396. doi:10.1609/aaai.v38i13.29352","apa":"Muschalik, M., Fumagalli, F., Hammer, B., & Huellermeier, E. (2024). Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence, 38(13), 14388–14396. https://doi.org/10.1609/aaai.v38i13.29352","chicago":"Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 13 (2024): 14388–96. https://doi.org/10.1609/aaai.v38i13.29352."}}]