Veröffentlichungen

@article{Kick.2025,

title = {Einschätzungen von Reiseinteressierten zur Servicequalität der KI-unterstützten Offline-Reiseberatung},

author = { Elena Kick and Marco Baumgartner and Tobias Kopp and Steffen Kinkel},

url = {https://kompetenzzentrum-karl.de/wp-content/uploads/2025/06/Kick_et_al_2025_Einschaetzungen_von_Reiseinteressierten_zur_Servicequalitaet_der_KI_unterstuetzten_Offline_Reiseberatung.pdf},

doi = {10.1007/s41449-025-00463-8},

issn = {0340-2444},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

journal = {Zeitschrift für Arbeitswissenschaft},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Key competences for the adoption of ai-based innovations in organisations},

author = {Baumgartner, Marco and Horvat, Djerdj and Kinkel, Steffen and Kick, Elena},

url = {https://doi.org/10.1142/S1363919624400024},

doi = {10.1142/S1363919624400024},

year  = {2024},

date = {2024-12-13},

urldate = {2024-12-13},

journal = {International Journal of Innovation Management},

volume = {28},

issue = {9n10},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {From bias to balance: achieving organisational justice through algorithmic task allocation},

author = {Armin Bähr and Mohanad El-Haji

},

url = {https://link.springer.com/article/10.1007/s41449-024-00439-0?utm_source=rct_congratem%5B%E2%80%A6%5Dmpaign%3Dnonoa_20240911&utm_content=10.1007%2Fs41449-024-00439-0},

doi = {https://doi.org/10.1007/s41449-024-00439-0},

year  = {2024},

date = {2024-09-11},

urldate = {2024-09-11},

journal = {Zeitschrift für Arbeitswissenschaft},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Exploring the factors driving AI adoption in production: a systematic literature review and future research agenda},

author = {Heidi Heimberger and Djerdj Horvat and Frank Schultmann },

url = {https://link.springer.com/article/10.1007/s10799-024-00436-z},

doi = {https://doi.org/10.1007/s10799-024-00441-2},

year  = {2024},

date = {2024-08-23},

journal = {Information Technology and Management },

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {RIXA - Explaining Artificial Intelligence in Natural Language},

author = {Maximilian Becker and Finn Schwall and Vishwesh Vishwesh and Sihan Wu and Pascal Birnstill and Jürgen Beyerer },

url = {https://publikationen.bibliothek.kit.edu/1000167428},

doi = {10.5445/IR/1000167428 },

year  = {2024},

date = {2024-01-22},

urldate = {2024-01-22},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ALT2024591,

title = {Human-AI Interaction in Industrial Robotics: Design and Empirical Evaluation of a User Interface for Explainable AI-Based Robot Program Optimization},

author = {Benjamin Alt and Johannes Zahn and Claudius Kienle and Julia Dvorak and Marvin May and Darko Katic and Rainer Jäkel and Tobias Kopp and Michael Beetz and Gisela Lanza},

url = {https://www.sciencedirect.com/science/article/pii/S2212827124012915},

doi = {https://doi.org/10.1016/j.procir.2024.10.134},

issn = {2212-8271},

year  = {2024},

date = {2024-01-01},

journal = {Procedia CIRP},

volume = {130},

pages = {591-596},

abstract = {While recent advances in deep learning have demonstrated its transformative potential, its adoption for real-world manufacturing applications remains limited. We present an Explanation User Interface (XUI) for a state-of-the-art deep learning-based robot program optimizer which provides both naive and expert users with different user experiences depending on their skill level, as well as Explainable AI (XAI) features to facilitate the application of deep learning methods in real-world applications. To evaluate the impact of the XUI on task performance, user satisfaction and cognitive load, we present the results of a preliminary user survey and propose a study design for a large-scale follow-up study.},

note = {57th CIRP Conference on Manufacturing Systems 2024 (CMS 2024)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ALT2024532,

title = {BANSAI: Towards Bridging the AI Adoption Gap in Industrial Robotics with Neurosymbolic Programming},

author = {Benjamin Alt and Julia Dvorak and Darko Katic and Rainer Jäkel and Michael Beetz and Gisela Lanza},

url = {https://www.sciencedirect.com/science/article/pii/S2212827124012824},

doi = {https://doi.org/10.1016/j.procir.2024.10.125},

issn = {2212-8271},

year  = {2024},

date = {2024-01-01},

journal = {Procedia CIRP},

volume = {130},

pages = {532-537},

abstract = {Over the past decade, deep learning helped solve manipulation problems across all domains of robotics. At the same time, industrial robots continue to be programmed overwhelmingly using traditional program representations and interfaces. This paper undertakes an analysis of this “AI adoption gap” from an industry practitioner’s perspective. In response, we propose the BANSAI approach (Bridging the AI Adoption Gap via Neurosymbolic AI). It systematically leverages principles of neurosymbolic AI to establish data-driven, subsymbolic program synthesis and optimization in modern industrial robot programming workflow. BANSAI conceptually unites several lines of prior research and proposes a path toward practical, real-world validation.},

note = {57th CIRP Conference on Manufacturing Systems 2024 (CMS 2024)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Baumgartner.2024,

title = {Key competences for the adoption of AI-based innovations in organisations},

author = {Marco Baumgartner and Djerdj Horvat and Steffen Kinkel and Elena Kick},

doi = {10.1142/S1363919624400024},

issn = {1363-9196},

year  = {2024},

date = {2024-01-01},

journal = {International Journal of Innovation Management},

volume = {28},

number = {9 & 10},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{doi:10.1142/S1363919624400024,

title = {KEY COMPETENCES FOR THE ADOPTION OF AI-BASED INNOVATIONS IN ORGANISATIONS},

author = { MARCO BAUMGARTNER and DJERDJ HORVAT and STEFFEN KINKEL and ELENA KICK},

doi = {10.1142/S1363919624400024},

year  = {2024},

date = {2024-01-01},

journal = {International Journal of Innovation Management},

volume = {28},

number = {09n10},

pages = {2440002},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Baumgartner.2024b,

title = {Travel counsellors' perspectives on AI assistance: Human centered design elements in practical testing},

author = { Marco Baumgartner and Tobias Kopp and Elena Kick and Dennis Richter and Steffen Kinkel},

url = {https://kompetenzzentrum-karl.de/wp-content/uploads/2025/06/Baumgartner_et_al_2024_Travel_counsellors_perspectives_on_AI_assistance.pdf},

doi = {10.1007/s41449-024-00431-8},

issn = {0340-2444},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Zeitschrift für Arbeitswissenschaft},

volume = {78},

number = {3},

pages = {309--322},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{richter2024can,

title = {Can Artificial Intelligence (AI) Act as an Enabler for Industry 4.0 (4IR)?},

author = { Dennis Richter and Mildred Doe and Steffen Kinkel},

url = {https://kompetenzzentrum-karl.de/wp-content/uploads/2025/06/Richter-et-al.-2025-Can-Artificial-Intelligence-Act-as-an-Enabler-for-Industry-4.0.pdf},

doi = {10.30844/I4SE.24.6.80},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Industry 4.0 Science},

volume = {40},

number = {6},

pages = {80--87},

publisher = {GITO mbH Verlag für Industrielle Informationstechnik und Organisation},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Modeling the Integration of Machine Learning into Business Processes with BPMN},

author = {Marius Take and Christoph Becker and Sascha Alpers and Andreas Oberweis},

doi = {10.1007/978-981-99-3236-8_76  },

isbn = {978-981-99-3236-8},

year  = {2023},

date = {2023-09-15},

urldate = {2023-09-15},

journal = {Proceedings of Eighth International Congress on Information and Communication Technology},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Assessment of the potential of gamification in manual assembly},

author = {Julia Dvorak and Martin Merforth and Magnus Kandler and Fabian Clever and Marvin Carl May and Gisela Lanza},

url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4471436},

doi = {http://dx.doi.org/10.2139/ssrn.4471436 },

year  = {2023},

date = {2023-06-07},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Finding optimal decision boundaries for human intervention in one-class machine-learning models for industrial inspection},

author = {Tim Zander and Ziyan Pan and Pascal Birnstill and Juergen Beyerer },

url = {https://www.degruyter.com/document/doi/10.1515/teme-2023-0010/html},

doi = {https://doi.org/10.1515/teme-2023-0010},

year  = {2023},

date = {2023-05-25},

urldate = {2023-05-25},

journal = {tm-Technisches Messen},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Alpers2023,

title = {Ethische, rechtliche und soziale Aspekte (ELSA) der Gestaltung von KI-Systemen und Integration der verschiedenen Akteure in den Prozess},

author = {Sascha Alpers and Bettina-Johanna Krings},

editor = {Gesellschaft für Arbeitswissenschaft e.V.},

url = {https://www.gesellschaft-fuer-arbeitswissenschaft.de/publikationen_gfa-press-shop.htm},

isbn = {ISBN 978-3-936804-32-4},

year  = {2023},

date = {2023-03-03},

urldate = {2023-03-03},

journal = {Dokumentation des 69. Arbeitswissenschaftlichen Kongresses Hannover 01.03. - 03.03.2023},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Kopp.2023,

title = {Künstliche Intelligenz zur Entscheidungsunterstützung in Leitstellen des Personennahverkehrs - Technische und sozio-technische Herausforderungen},

author = {Tobias Kopp and Robin Weitemeyer and Jens Beyer and Dominic Ziegler and Roxana Hess},

url = {https://kompetenzzentrum-karl.de/kopp-et-al_2023_ki-zur-entscheidungsunterstuetzung-im-opnv_hmd-wi/},

doi = {10.1365/s40702-023-00996-8},

issn = {2198-2775},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {HMD Praxis der Wirtschaftsinformatik},

pages = {1--18},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {KARL Periodika: Künstliche Intelligenz - Ethische, rechtliche und soziale Aspekte (ELSA)},

author = {Sascha Alpers and Philipp Frey and Bettina-Johanna Krings and Welf Schröter and Manuela Wagner},

url = {https://kompetenzzentrum-karl.de/wp-content/uploads/2022/12/KARL_Periodika.pdf},

year  = {2022},

date = {2022-12-12},

urldate = {2022-12-12},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Optimal human labelling for anomaly detection in industrial inspection},

author = {Tim Zander and Ziyan Pan and Pascal Birnstill and Juergen Beyerer },

url = {https://library.oapen.org/bitstream/handle/20.500.12657/59839/9783731512370.pdf?sequence=1#page=65},

doi = {10.5445/IR/1000154367 },

isbn = {978-3-7315-1237-0},

year  = {2022},

date = {2022-11-24},

urldate = {2022-11-24},

journal = {FORUM BILDVERARBEITUNG 2022 IMAGE PROCESSING FORUM 2022 },

pages = {49},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DvorakKandlerCleverMahantyBeinerLanzaKinkel,

title = {Der Mensch im Fokus: Integration von Assistenzsystemen entlang einer Montagelinie für Elektromotoren},

author = {Julia Dvorak and Magnus Kandler and Fabian Clever and Wolfgang Mahanty and Sebastian Beiner and Gisela Lanza and Steffen Kinkel},

doi = {10.1515/zwf-2022-1071},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Zeitschrift für wirtschaftlichen Fabrikbetrieb},

volume = {117},

number = {6},

pages = {415--418},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{henning2021artificial,

title = {Artificial Intelligence: Its future in the health sector and its role for medical education},

author = {Peter A Henning and Jacqueline Henning and Katharina Glück},

doi = {10.1080/21614083.2021.2014099},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

journal = {Journal of European CME},

volume = {10},

number = {1},

pages = {2014099},

publisher = {Taylor & Francis},

keywords = {},

pubstate = {published},

tppubtype = {article}

}