@article{TeichmannUllrichKnostetal.2020,
  author    = {Teichmann, Malte and Ullrich, Andr{\´e} and Knost, Dennis and Gronau, Norbert},
  title     = {Serious games in learning factories},
  series = {Procedia manufacturing},
  volume    = {45},
  journal   = {Procedia manufacturing},
  publisher = {Elsevier},
  address   = {Amsterdam},
  issn      = {2351-9789},
  doi       = {10.1016/j.promfg.2020.04.104},
  pages     = {259 -- 264},
  year      = {2020},
  abstract  = {The usage of gamification in the contexts of commerce, consumption, innovation or eLearning in schools and universities has been extensively researched. However, the potentials of serious games to transfer and perpetuate knowledge and action patterns in learning factories have not been levered so far. The goal of this paper is to introduce a serious game as an instrument for knowledge transfer and perpetuation. Therefore, reqirements towards serious games in the context of learning factories are pointed out. As a result, that builds on these requirements, a serious learning game for the topic of Industry 4.0 is practically designed and evaluated.},
  language  = {en}
}
@incollection{Gronau2020,
  author    = {Gronau, Norbert},
  title     = {Modellieren des Umgangs mit Wissen f{\"u}r Industrie 4.0},
  series = {Mensch-Technik-Interaktion in der digitalisierten Arbeitswelt},
  booktitle = {Mensch-Technik-Interaktion in der digitalisierten Arbeitswelt},
  editor    = {Freitag, Michael},
  publisher = {GITO mbH Verlag},
  address   = {Berlin},
  isbn      = {978-3-95545-353-4},
  doi       = {10.30844/wgab_2020},
  pages     = {79 -- 101},
  year      = {2020},
  language  = {de}
}
@book{GronauLindemann2014,
  author    = {Gronau, Norbert and Lindemann, Marcus},
  title     = {Einf{\"u}hrung in das Produktionsmanagement},
  series = {Skripte zur Wirtschaftsinformatik},
  journal   = {Skripte zur Wirtschaftsinformatik},
  edition   = {durchgesehene Auflage},
  publisher = {Gito},
  address   = {Berlin},
  isbn      = {978-3-942183-10-9},
  pages     = {258},
  year      = {2014},
  abstract  = {Dieses Buch bietet eine Einf{\"u}hrung in das Produktionsmanagement in kommentierter Form. Der erste Teil des Buches gibt einen einf{\"u}hrenden {\"U}berblick {\"u}ber grundlegende Begriffe der Produktionswirtschaft und systematisiert Produktionsfaktoren, Produktionssysteme und Produkte. Im zweiten Teil geht es um strategische Aspekte des Produktionsmanagements, wie Standortwahl und Produktstrategie, sowie um die Festlegung des Produktionsprogramms. Teil 3 behandelt mit der Gestaltung des Produktionssystems und menschlicher Arbeit die Potenzialfaktoren der Produktion. Gegenstand des vierten Teils ist die Versorgung der Produktion mit dem ben{\"o}tigten Material. Hier werden Fragen der Materialbedarfsermittlung, der Beschaffung und der Lagerhaltung beleuchtet. Im f{\"u}nften Teil werden relevante Konzepte der operativen Produktionsplanung und -steuerung vorgestellt und die besonderen Planungsprobleme in der Einzel-, Auftrags- und Variantenfertigung betrachtet. Im Fokus des sechsten Teils steht die Serien- und Massenfertigung.},
  language  = {de}
}
@article{TeichmannUllrichKotarskietal.2021,
  author    = {Teichmann, Malte and Ullrich, Andr{\´e} and Kotarski, David and Gronau, Norbert},
  title     = {Facing the demographic change},
  series = {SSRN eLibrary / Social Science Research Network},
  journal   = {SSRN eLibrary / Social Science Research Network},
  publisher = {Social Science Electronic Publ.},
  address   = {[Erscheinungsort nicht ermittelbar]},
  issn      = {1556-5068},
  doi       = {10.2139/ssrn.3858716},
  pages     = {6},
  year      = {2021},
  abstract  = {Digitization and demographic change are enormous challenges for companies. Learning factories as innovative learning places can help prepare older employees for the digital change but must be designed and configured based on their specific learning requirements. To date, however, there are no particular recommendations to ensure effective age-appropriate training of bluecollar workers in learning factories. Therefore, based on a literature review, design characteristics and attributes of learning factories and learning requirements of older employees are presented. Furthermore, didactical recommendations for realizing age-appropriate learning designs in learning factories and a conceptualized scenario are outlined by synthesizing the findings.},
  language  = {en}
}
@article{Gronau2020,
  author    = {Gronau, Norbert},
  title     = {Handlungsmuster der Feuerwehr f{\"u}r das St{\"o}rungsmanagement?},
  series = {Zeitschrift f{\"u}r wirtschaftlichen Fabrikbetrieb},
  volume    = {115},
  journal   = {Zeitschrift f{\"u}r wirtschaftlichen Fabrikbetrieb},
  number    = {1-2},
  publisher = {De Gruyter},
  address   = {Berlin},
  issn      = {2511-0896},
  doi       = {10.3139/104.112227},
  pages     = {82 -- 85},
  year      = {2020},
  abstract  = {Einsatzorganisationen, wie z. B. Feuerwehr oder Technisches Hilfs-werk, m{\"u}ssen sehr schnell auf teilweise unbekannte Lagen reagieren und angemessene Hilfeleistung erbringen. K{\"o}nnen Handlungsweisen und vorbereitende Maßnahmen dieser Organisationen auf die St{\"o}rungsbeseitigung in Produktionssystemen {\"u}bertragen werden? Ein Experiment in einem Cyber-Physischen Produktionssystem geht dieser Frage nach. Es zeigt sich, dass durch die Anwendung geeigneter Handlungsmuster sowohl die Dauer von St{\"o}rungen als auch die Zeit f{\"u}r die Behebung verk{\"u}rzt werden k{\"o}nnen.},
  language  = {de}
}
@article{GronauAbendrothFattahWeil2023,
  author    = {Gronau, Norbert and Abendroth, Adrian and Fattah-Weil, Jasmin},
  title     = {ERP-Upgrade oder ERP-Neuauswahl?},
  series = {Is-Report : Zeitschrift f{\"u}r betriebswirtschaftliche Informationssysteme},
  volume    = {27},
  journal   = {Is-Report : Zeitschrift f{\"u}r betriebswirtschaftliche Informationssysteme},
  number    = {Sonderausgabe Mai},
  publisher = {is report Online \& Guides (Rauch \& Weckerlein GbR)},
  address   = {M{\"u}nchen},
  issn      = {1437-7942},
  pages     = {10 -- 14},
  year      = {2023},
  abstract  = {Neben kleineren, meist automatisierten Update-Aktivit{\"a}ten zur Fehlerbehebung und zur Steigerung der Performance von ERP-Systemen, gibt es gr{\"o}ßere Updates mit umfangreicheren Aktualisierungen und Erweiterungen der Software - auch „Updateprojekte" oder „Upgrades" genannt. Ein ERP-Upgrade beschreibt einen gr{\"o}ßeren {\"A}nderungsprozess, der die Nutzung neuer Technologien erm{\"o}glicht und das System mit (neuen) Gesch{\"a}ftsstrategien in Einklang bringt. Upgrades tragen zur Verbesserung der Software bei und sind klar zu unterscheiden von geringf{\"u}gigen {\"A}nderungen innerhalb einer Version eines ERP-Systems.},
  language  = {de}
}
@article{UllrichGronau2020,
  author    = {Ullrich, Andr{\´e} and Gronau, Norbert},
  title     = {Bestimmung nachhaltiger Anwendungssystemarchitekturen},
  series = {ERP-Management : Auswahl, Einf{\"u}hrung und Betrieb von ERP-Systemen},
  volume    = {16},
  journal   = {ERP-Management : Auswahl, Einf{\"u}hrung und Betrieb von ERP-Systemen},
  number    = {1},
  publisher = {GITO mbH},
  address   = {Berlin},
  issn      = {1860-6725},
  doi       = {10.30844/ERP_20-1_54-57},
  pages     = {54 -- 57},
  year      = {2020},
  abstract  = {Die teilweise sehr kurzfristig notwendige Reaktion auf Ver{\"a}nderungen erfordert von Unternehmen ein hohes Maß an Flexibilit{\"a}t und Reaktionsgeschwindigkeit. Anwendungssystemarchitekturen, die im Wesentlichen aus alten und selbst entwickelten Systemen bestehen, erf{\"u}llen h{\"a}ufig diese Anforderungen nicht. Investitionsmittel f{\"u}r neue Software sind jedoch begrenzt, daher m{\"u}ssen Priorit{\"a}ten in der Abl{\"o}sung von Altsystemen gesetzt werden. Eine effiziente Analysemethode zur Planung der Erneuerung der Anwendungssystemlandschaft stellt die Wandlungsf{\"a}higkeitsanalyse dar. Dieser Beitrag beschreibt Vorgehen und Ergebnisse am Beispiel eines international t{\"a}tigen Automobilzulieferers.},
  language  = {de}
}
@incollection{GrumGronau2020,
  author    = {Grum, Marcus and Gronau, Norbert},
  title     = {Adaptable knowledge-driven information systems improving knowledge transfers},
  series = {Business modeling and software design : 10th International Symposium, BMSD 2020, Berlin, Germany, July 6-8, 2020, Proceedings},
  volume    = {391},
  booktitle = {Business modeling and software design : 10th International Symposium, BMSD 2020, Berlin, Germany, July 6-8, 2020, Proceedings},
  editor    = {Shishkov, Boris},
  publisher = {Springer International Publishing},
  address   = {Cham},
  isbn      = {978-3-030-52305-3},
  doi       = {10.1007/978-3-030-52306-0_13},
  pages     = {202 -- 220},
  year      = {2020},
  abstract  = {A growing number of business processes can be characterized as knowledge-intensive. The ability to speed up the transfer of knowledge between any kind of knowledge carriers in business processes with AR techniques can lead to a huge competitive advantage, for instance in manufacturing. This includes the transfer of person-bound knowledge as well as externalized knowledge of physical and virtual objects. The contribution builds on a time-dependent knowledge transfer model and conceptualizes an adaptable, AR-based application. Having the intention to accelerate the speed of knowledge transfers between a manufacturer and an information system, empirical results of an experimentation show the validity of this approach. For the first time, it will be possible to discover how to improve the transfer among knowledge carriers of an organization with knowledge-driven information systems (KDIS). Within an experiment setting, the paper shows how to improve the quantitative effects regarding the quality and amount of time needed for an example manufacturing process realization by an adaptable KDIS.},
  language  = {en}
}
@incollection{RojahnAmbrosBiruetal.2023,
  author    = {Rojahn, Marcel and Ambros, Maximilian and Biru, Tibebu and Krallmann, Hermann and Gronau, Norbert and Grum, Marcus},
  title     = {Adequate basis for the data-driven and machine-learning-based identification},
  series = {Artificial intelligence and soft computing},
  booktitle = {Artificial intelligence and soft computing},
  editor    = {Rutkowski, Leszek and Scherer, Rafał and Korytkowski, Marcin and Pedrycz, Witold and Tadeusiewicz, Ryszard and Zurada, Jacek M.},
  publisher = {Springer},
  address   = {Cham},
  isbn      = {978-3-031-42504-2},
  doi       = {10.1007/978-3-031-42505-9_48},
  pages     = {570 -- 588},
  year      = {2023},
  abstract  = {Process mining (PM) has established itself in recent years as a main method for visualizing and analyzing processes. However, the identification of knowledge has not been addressed adequately because PM aims solely at data-driven discovering, monitoring, and improving real-world processes from event logs available in various information systems. The following paper, therefore, outlines a novel systematic analysis view on tools for data-driven and machine learning (ML)-based identification of knowledge-intensive target processes. To support the effectiveness of the identification process, the main contributions of this study are (1) to design a procedure for a systematic review and analysis for the selection of relevant dimensions, (2) to identify different categories of dimensions as evaluation metrics to select source systems, algorithms, and tools for PM and ML as well as include them in a multi-dimensional grid box model, (3) to select and assess the most relevant dimensions of the model, (4) to identify and assess source systems, algorithms, and tools in order to find evidence for the selected dimensions, and (5) to assess the relevance and applicability of the conceptualization and design procedure for tool selection in data-driven and ML-based process mining research.},
  language  = {en}
}
@incollection{TeichmannLassUllrichetal.2022,
  author    = {Teichmann, Malte and Lass, Sander and Ullrich, Andr{\´e} and Gronau, Norbert},
  title     = {Modellfabriken als Enabler flexibler Lehr- und Lernsituationen f{\"u}r die Kompetenzentwicklung im Fabrikkontext},
  series = {Faktor Mensch},
  booktitle = {Faktor Mensch},
  editor    = {Weber, Kristin and Reinheimer, Stefan},
  publisher = {Springer Fachmedien},
  address   = {Wiesbaden},
  isbn      = {978-3-658-34523-5},
  doi       = {10.1007/978-3-658-34524-2_10},
  pages     = {173 -- 196},
  year      = {2022},
  abstract  = {Dieses Kapitel diskutiert die Notwendigkeit einer st{\"a}rkeren Praxisorientierung f{\"u}r die Schaffung konkreter Lehr- und Lernr{\"a}ume in Unternehmen und zeigt die Vorteile einer Lernfabrik vor dem Hintergrund der stattfindenden Digitalisierung als Mittel zur Kompetenzentwicklung auf. Die technologiebedingt erweiterten Weiterbildungsziele erfordern die Nutzung geeigneter Konzepte und L{\"o}sungen. Dahingehend erfolgt die zielorientierte Konkretisierung der Kreation geeigneter Lehr- und Lernsituationen. Die Darstellung der Nutzbarmachung einer Modellfabrik als Lernfabrik der betrieblichen Weiterbildungspraxis zeigt nicht nur eine L{\"o}sung f{\"u}r die intendierte Bereitstellung flexibler Lehr- und Lernsituationen, sondern liefert ebenso Handlungsempfehlungen und Best-Practices f{\"u}r die erfolgreiche Kompetenzentwicklung. Insbesondere Praktiker profitieren von der Darstellung der Lernfabrik: aus dieser k{\"o}nnen sowohl betriebliche Weiterbildner als auch Gesch{\"a}ftsverantwortliche Implikationen f{\"u}r die didaktische Transformation betrieblicher Arbeitsorte in betriebliche Lern-Orte ableiten. Die detaillierte Darstellung einer Tagesschulung zum Thema Auswirkungen von Industrie 4.0 auf die Arbeit der Mitarbeiter sowie Illustration eines Lernszenarios geben reale Einblicke, wie betriebliche Weiterbildung abseits von Lehr-Lern-Kurzschluss-orientierter Didaktik gelingt.},
  language  = {de}
}
@article{BenderBertheauKoerppenetal.2022,
  author    = {Bender, Benedict and Bertheau, Clementine and K{\"o}rppen, Tim and Lauppe, Hannah and Gronau, Norbert},
  title     = {A proposal for future data organization in enterprise systems},
  series = {Information systems and e-business management},
  volume    = {20},
  journal   = {Information systems and e-business management},
  publisher = {Springer},
  address   = {Heidelberg},
  issn      = {1617-9846},
  doi       = {10.1007/s10257-022-00555-6},
  pages     = {441 -- 494},
  year      = {2022},
  abstract  = {The digital transformation sets new requirements to all classes of enterprise systems in companies. ERP systems in particular, which represent the dominant class of enterprise systems, are struggling to meet the new requirements at all levels of the architecture. Therefore, there is an urgent need to reconsider the overall architecture of the systems and address the root of the related issues. Given that many restrictions ERP pose on their adaptability are related to the standardization of data, the database layer of ERP systems is addressed. Since database serve as the foundation for data storage and retrieval, they limit the flexibility of enterprise systems and the chance to adapt to new requirements accordingly. So far, relational databases are widely used. Using a systematic literature approach, recent requirements for ERP systems were identified. Prominent database approaches were assessed against the 23 requirements identified. The results reveal the strengths and weaknesses of recent database approaches. To this end, the results highlight the demand to combine multiple database approaches to fulfill recent business requirements. From a conceptual point of view, this paper supports the idea of federated databases which are interoperable to fulfill future requirements and support business operation. This research forms the basis for renewal of the current generation of ERP systems and proposes to ERP vendors to use different database concepts in the future.},
  language  = {en}
}
@incollection{VladovaUllrichBenderetal.2021,
  author    = {Vladova, Gergana and Ullrich, Andr{\´e} and Bender, Benedict and Gronau, Norbert},
  title     = {Yes, we can (?)},
  series = {Technology and innovation in learning, teaching and education : second international conference, TECH-EDU 2020, Vila Real, Portugal, December 2-4, 2020 : proceedings},
  booktitle = {Technology and innovation in learning, teaching and education : second international conference, TECH-EDU 2020, Vila Real, Portugal, December 2-4, 2020 : proceedings},
  editor    = {Reis, Ars{\´e}nio and Barroso, Jo{\~a}o and Lopes, J. Bernardino and Mikropoulos, Tassos and Fan, Chih-Wen},
  publisher = {Springer},
  address   = {Cham},
  isbn      = {978-3-030-73987-4},
  doi       = {10.1007/978-3-030-73988-1_17},
  pages     = {225 -- 235},
  year      = {2021},
  abstract  = {The COVID-19 crisis has caused an extreme situation for higher education institutions around the world, where exclusively virtual teaching and learning has become obligatory rather than an additional supporting feature. This has created opportunities to explore the potential and limitations of virtual learning formats. This paper presents four theses on virtual classroom teaching and learning that are discussed critically. We use existing theoretical insights extended by empirical evidence from a survey of more than 850 students on acceptance, expectations, and attitudes regarding the positive and negative aspects of virtual teaching. The survey responses were gathered from students at different universities during the first completely digital semester (Spring-Summer 2020) in Germany. We discuss similarities and differences between the subjects being studied and highlight the advantages and disadvantages of virtual teaching and learning. Against the background of existing theory and the gathered data, we emphasize the importance of social interaction, the combination of different learning formats, and thus context-sensitive hybrid learning as the learning form of the future.},
  language  = {en}
}
@article{EigelshovenGronauUllrich2020,
  author    = {Eigelshoven, Felix and Gronau, Norbert and Ullrich, Andr{\´e}},
  title     = {Konsens-Algorithmen von Blockchain},
  series = {Industrie 4.0 Management : Gegenwart und Zukunft industrieller Gesch{\"a}ftsprozesse},
  volume    = {36},
  journal   = {Industrie 4.0 Management : Gegenwart und Zukunft industrieller Gesch{\"a}ftsprozesse},
  number    = {1},
  publisher = {Gito},
  address   = {Berlin},
  issn      = {2364-9208},
  doi       = {10.30844/I40M_20-1_S29-32},
  pages     = {29 -- 32},
  year      = {2020},
  abstract  = {Neben dem enormen Kursanstieg des Bitcoins in den Jahren 2017/2018, stieg im gleichen Maß auch die ben{\"o}tigte Rechenleistung und der damit verbundene Elektrizit{\"a}tsbedarf, um Bl{\"o}cke innerhalb der Bitcoin-Blockchain zu verifizieren. Aus diesem Problem ableitend besch{\"a}ftigt sich dieser Beitrag mit der Fragestellung, welchen Beitrag unterschiedliche Konsens-Algorithmen innerhalb einer Blockchain zur Nachhaltigkeit liefern. Im Ergebnis liegt ein {\"U}berblick {\"u}ber die meist genutzten Konsens-Algorithmen und deren Beitrag zur Nachhaltigkeit vor.},
  language  = {de}
}
@article{Gronau2023,
  author    = {Gronau, Norbert},
  title     = {Umstieg auf S/4HANA},
  series = {ERP-Management : Auswahl, Einf{\"u}hrung und Betrieb von ERP-Systemen},
  volume    = {19},
  journal   = {ERP-Management : Auswahl, Einf{\"u}hrung und Betrieb von ERP-Systemen},
  number    = {1},
  publisher = {GITO},
  address   = {Berlin},
  issn      = {1860-6725},
  pages     = {32 -- 37},
  year      = {2023},
  abstract  = {Sehr viele langj{\"a}hrige R/3-Nutzer stehen derzeit vor der Frage, wie sie sich hinsichtlich des Upgrades auf S/4HANA entscheiden sollen. Die Wartung f{\"u}r R/3 endet absehbar in den n{\"a}chsten Jahren, und mit S/4 kommen neue M{\"o}glichkeiten, aber auch neue Herausforderungen. Dieser Beitrag beschreibt die Entscheidungen, die bei der Pr{\"u}fung eines Umstiegs auf S/4HANA getroffen werden m{\"u}ssen und zeigt diese am Beispiel eines Multi-Channel-Handelsunternehmens.},
  language  = {de}
}
@misc{KlugeGronau2018,
  author    = {Kluge, Annette and Gronau, Norbert},
  title     = {Intentional forgetting in organizations},
  series = {Frontiers in psychology},
  volume    = {9},
  journal   = {Frontiers in psychology},
  publisher = {Frontiers Research Foundation},
  address   = {Lausanne},
  issn      = {1664-1078},
  doi       = {10.3389/fpsyg.2018.00051},
  pages     = {17},
  year      = {2018},
  abstract  = {To cope with the already large, and ever increasing, amount of information stored in organizational memory, "forgetting," as an important human memory process, might be transferred to the organizational context. Especially in intentionally planned change processes (e.g., change management), forgetting is an important precondition to impede the recall of obsolete routines and adapt to new strategic objectives accompanied by new organizational routines. We first comprehensively review the literature on the need for organizational forgetting and particularly on accidental vs. intentional forgetting. We discuss the current state of the art of theory and empirical evidence on forgetting from cognitive psychology in order to infer mechanisms applicable to the organizational context. In this respect, we emphasize retrieval theories and the relevance of retrieval cues important for forgetting. Subsequently, we transfer the empirical evidence that the elimination of retrieval cues leads to faster forgetting to the forgetting of organizational routines, as routines are part of organizational memory. We then propose a classification of cues (context, sensory, business process-related cues) that are relevant in the forgetting of routines, and discuss a meta-cue called the "situational strength" cue, which is relevant if cues of an old and a new routine are present simultaneously. Based on the classification as business process-related cues (information, team, task, object cues), we propose mechanisms to accelerate forgetting by eliminating specific cues based on the empirical and theoretical state of the art. We conclude that in intentional organizational change processes, the elimination of cues to accelerate forgetting should be used in change management practices.},
  language  = {en}
}
@article{TeichmannUllrichBenderetal.2018,
  author    = {Teichmann, Malte and Ullrich, Andr{\´e} and Bender, Benedict and Gronau, Norbert},
  title     = {Mobile IIoT-Technologien in hybriden Lernfabriken},
  series = {Industrie 4.0 Management},
  volume    = {34},
  journal   = {Industrie 4.0 Management},
  number    = {3},
  publisher = {GITO},
  address   = {Berlin},
  issn      = {2364-9208},
  doi       = {10.30844/I40M_18-3_S21-24},
  pages     = {21 -- 24},
  year      = {2018},
  abstract  = {Der Wandel zur automatisierten Produktion, die fortschreitende Digitalisierung der Wertsch{\"o}pfungsprozesse sowie die stetige Implementierung von mobilen Industrial Internet of Things-Technologien (IIoT) in diese zur Unterst{\"u}tzung der Mitarbeiter stellen betriebliche Weiterbildung vor Herausforderungen. Komple-xere Anforderungen und ver{\"a}nderte T{\"a}tigkeitsprofile erfordern Handlungskom-petenzen bei Mitarbeitern im Sinne der F{\"a}higkeit, in unbekannten Situationen auf Basis eigenen K{\"o}nnens handlungsf{\"a}hig zu bleiben. Jene sowie daf{\"u}r notwendiges umfassendes Verst{\"a}ndnis gegen{\"u}ber digitalisierten Produktions-prozessen kann jedoch durch konventionelle Lehrmethoden nicht realisiert werden, da diese der erh{\"o}hten Anforderungskomplexit{\"a}t und den komplexen R{\"u}ckkopplungen im Rahmen der Steuer- und Regelkreise nicht gerecht werden k{\"o}nnen. Diese Aspekte aufgreifend wird im Folgenden ein szenariobasierter Wei-terbildungsansatz f{\"u}r eine Lernfabrik vorgestellt, der insbesondere die Potenziale mobiler IIoT-Technologien zur Ausgestaltung dieser in den Blick nimmt.},
  language  = {de}
}
@article{DragičevićUllrichTsuietal.2020,
  author    = {Dragičević, Nikolina and Ullrich, Andr{\´e} and Tsui, Eric and Gronau, Norbert},
  title     = {A conceptual model of knowledge dynamics in the industry 4.0 smart grid scenario},
  series = {Knowledge management research \& practice : KMRP},
  volume    = {18},
  journal   = {Knowledge management research \& practice : KMRP},
  number    = {2},
  publisher = {Taylor \& Francis},
  address   = {London [u.a.]},
  issn      = {1477-8238},
  doi       = {10.1080/14778238.2019.1633893},
  pages     = {199 -- 213},
  year      = {2020},
  abstract  = {Technological advancements are giving rise to the fourth industrial revolution - Industry 4.0 -characterized by the mass employment of smart objects in highly reconfigurable and thoroughly connected industrialproduct-service systems. The purpose of this paper is to propose a theory-based knowledgedynamics model in the smart grid scenario that would provide a holistic view on the knowledge-based interactions among smart objects, humans, and other actors as an underlyingmechanism of value co-creation in Industry 4.0. A multi-loop and three-layer - physical, virtual, and interface - model of knowledge dynamics is developedby building on the concept of ba - an enabling space for interactions and theemergence of knowledge. The model depicts how big data analytics are just one component inunlocking the value of big data, whereas the tacit engagement of humans-in-the-loop - theirsense-making and decision-making - is needed for insights to be evoked fromanalytics reports and customer needs to be met.},
  language  = {en}
}
@article{GronauUlrichBender2017,
  author    = {Gronau, Norbert and Ulrich, Andre and Bender, Benedict},
  title     = {Hybride Lernfabrik im Anwendungszentrum Industrie 4.0},
  series = {Industrial Internet of Things in der Arbeits- und Betriebsorganisation},
  journal   = {Industrial Internet of Things in der Arbeits- und Betriebsorganisation},
  publisher = {Gito},
  address   = {Berlin},
  isbn      = {978-3-95545-225-4},
  pages     = {1 -- 23},
  year      = {2017},
  language  = {de}
}
@article{Gronau2017,
  author    = {Gronau, Norbert},
  title     = {Trends in der ERP Branche},
  series = {Die Rolle von ERP-Systemen im Zeitalter der Digitalisierung},
  journal   = {Die Rolle von ERP-Systemen im Zeitalter der Digitalisierung},
  publisher = {Gito},
  address   = {Berlin},
  isbn      = {978-3-95545-197-4},
  pages     = {85 -- 109},
  year      = {2017},
  language  = {de}
}
@article{Gronau2018,
  author    = {Gronau, Norbert},
  title     = {Industrie 4.0},
  series = {Von Industrial Internet of Things zu Industrie 4.0. Band 2},
  journal   = {Von Industrial Internet of Things zu Industrie 4.0. Band 2},
  publisher = {Gito},
  address   = {Berlin},
  isbn      = {978-3-95545-261-2},
  pages     = {191 -- 228},
  year      = {2018},
  language  = {de}
}
@misc{KlugeGronau2018,
  author    = {Kluge, Annette and Gronau, Norbert},
  title     = {Intentional forgetting in organizations},
  series = {Postprints der Universit{\"a}t Potsdam : Wirtschafts- und Sozialwissenschaftliche Reihe},
  journal   = {Postprints der Universit{\"a}t Potsdam : Wirtschafts- und Sozialwissenschaftliche Reihe},
  number    = {127},
  issn      = {1867-5808},
  doi       = {10.25932/publishup-44602},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-446022},
  pages     = {19},
  year      = {2018},
  abstract  = {To cope with the already large, and ever increasing, amount of information stored in organizational memory, "forgetting," as an important human memory process, might be transferred to the organizational context. Especially in intentionally planned change processes (e.g., change management), forgetting is an important precondition to impede the recall of obsolete routines and adapt to new strategic objectives accompanied by new organizational routines. We first comprehensively review the literature on the need for organizational forgetting and particularly on accidental vs. intentional forgetting. We discuss the current state of the art of theory and empirical evidence on forgetting from cognitive psychology in order to infer mechanisms applicable to the organizational context. In this respect, we emphasize retrieval theories and the relevance of retrieval cues important for forgetting. Subsequently, we transfer the empirical evidence that the elimination of retrieval cues leads to faster forgetting to the forgetting of organizational routines, as routines are part of organizational memory. We then propose a classification of cues (context, sensory, business process-related cues) that are relevant in the forgetting of routines, and discuss a meta-cue called the "situational strength" cue, which is relevant if cues of an old and a new routine are present simultaneously. Based on the classification as business process-related cues (information, team, task, object cues), we propose mechanisms to accelerate forgetting by eliminating specific cues based on the empirical and theoretical state of the art. We conclude that in intentional organizational change processes, the elimination of cues to accelerate forgetting should be used in change management practices.},
  language  = {en}
}
@misc{WeberTiefenbacherGronau2019,
  author    = {Weber, Edzard and Tiefenbacher, Anselm and Gronau, Norbert},
  title     = {Need for standardization and systematization of test data for job-shop scheduling},
  series = {Postprints der Universit{\"a}t Potsdam Wirtschafts- und Sozialwissenschaftliche Reihe},
  journal   = {Postprints der Universit{\"a}t Potsdam Wirtschafts- und Sozialwissenschaftliche Reihe},
  number    = {134},
  issn      = {1867-5808},
  doi       = {10.25932/publishup-47222},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-472229},
  pages     = {23},
  year      = {2019},
  abstract  = {The development of new and better optimization and approximation methods for Job Shop Scheduling Problems (JSP) uses simulations to compare their performance. The test data required for this has an uncertain influence on the simulation results, because the feasable search space can be changed drastically by small variations of the initial problem model. Methods could benefit from this to varying degrees. This speaks in favor of defining standardized and reusable test data for JSP problem classes, which in turn requires a systematic describability of the test data in order to be able to compile problem adequate data sets. This article looks at the test data used for comparing methods by literature review. It also shows how and why the differences in test data have to be taken into account. From this, corresponding challenges are derived which the management of test data must face in the context of JSP research. Keywords},
  language  = {en}
}
@book{Gronau2017,
  author    = {Gronau, Norbert},
  title     = {Gesch{\"a}ftsprozessmanagement in Wirtschaft und Verwaltung},
  edition   = {2. {\"u}berarb. und erweiterte Aufl.},
  publisher = {Gito},
  address   = {Berlin},
  isbn      = {978-3-95545-192-9},
  pages     = {366},
  year      = {2017},
  abstract  = {Dieses Werk zu Gesch{\"a}ftsprozessmanagement in Wirtschaft und Verwaltung gibt gleichzeitig einen {\"U}berblick {\"u}ber den aktuellen Stand der Forschung zu diesem Thema und f{\"u}hrt Interessierte wie Studierende oder Praktiker in das Thema und seine Facetten ein. Aktuelle Entwicklungen werden aufgegriffen und vor allem die drei wesentlichen GPM-Blickwinkel Technik, Organisation und Mensch gleichberechtigt behandelt. Aus Sicht der Forschung werden innovative Methoden zur Modellierung und Analyse von Gesch{\"a}ftsprozessen beschrieben. Aus Sicht der Lehre dient das Buch gleichermaßen als Einstiegslekt{\"u}re und liefert Ansatzpunkte f{\"u}r die vertiefte Befassung mit einzelnen Aspekten des Gesch{\"a}ftsprozessmanagements. F{\"u}r die Praxis beschreibt dieses Werk die dort bestehenden konzeptionellen und methodischen Hindernisse des Prozessmanagements und zeigt Wege zur {\"U}berwindung dieser Hindernisse. Die vorliegende Auflage wurde gr{\"u}ndlich {\"u}berarbeitet und stark erweitert, u. a. mit Kapiteln zur Simulation und Automatisierung von Gesch{\"a}ftsprozessen.},
  language  = {de}
}
@book{Gronau2020,
  author    = {Gronau, Norbert},
  title     = {Knowledge Modeling and Description Language 3.0},
  publisher = {GITO},
  address   = {Berlin},
  isbn      = {978-3-95545-330-5},
  pages     = {75},
  year      = {2020},
  language  = {de}
}
@misc{GrumGronau2018,
  author    = {Grum, Marcus and Gronau, Norbert},
  title     = {Process modeling within augmented reality},
  series = {Business Modeling and Software Design, BMSD 2018},
  volume    = {319},
  journal   = {Business Modeling and Software Design, BMSD 2018},
  publisher = {Springer},
  address   = {Berlin},
  isbn      = {978-3-319-94214-8},
  issn      = {1865-1348},
  doi       = {10.1007/978-3-319-94214-8_7},
  pages     = {99 -- 115},
  year      = {2018},
  abstract  = {The collaboration during the modeling process is uncomfortable and characterized by various limitations. Faced with the successful transfer of first process modeling languages to the augmented world, non-transparent processes can be visualized in a more comprehensive way. With the aim to rise comfortability, speed, accuracy and manifoldness of real world process augmentations, a framework for the bidirectional interplay of the common process modeling world and the augmented world has been designed as morphologic box. Its demonstration proves the working of drawn AR integrations. Identified dimensions were derived from (1) a designed knowledge construction axiom, (2) a designed meta-model, (3) designed use cases and (4) designed directional interplay modes. Through a workshop-based survey, the so far best AR modeling configuration is identified, which can serve for benchmarks and implementations.},
  language  = {en}
}
@article{GronauFroemingSchmid2007,
  author    = {Gronau, Norbert and Fr{\"o}ming, Jane and Schmid, Simone},
  title     = {Kompetenzorientiertes Staffing als Beitrag zur Besch{\"a}ftigungssicherung},
  isbn      = {978-3-8349-1094-3},
  year      = {2007},
  language  = {de}
}
@article{FroemingGronauAethner2007,
  author    = {Fr{\"o}ming, Jane and Gronau, Norbert and Aethner, Christian},
  title     = {Innovativer Groupwareeinsatz in Lehre und Forschung},
  year      = {2007},
  language  = {de}
}
@article{Gronau2007,
  author    = {Gronau, Norbert},
  title     = {ERP-Systeme in {\"o}ffentlichen Verwaltungen : Aktuelle Trends und Kooperationsformen},
  year      = {2007},
  language  = {de}
}
@article{Gronau2007,
  author    = {Gronau, Norbert},
  title     = {Der Wettbewerb ERP-System des Jahres Verfahren und Ergebnisse},
  year      = {2007},
  language  = {de}
}
@article{Gronau2007,
  author    = {Gronau, Norbert},
  title     = {Wirtschaftlichkeit der produktionsnahen IT},
  year      = {2007},
  language  = {de}
}
@article{Gronau2007,
  author    = {Gronau, Norbert},
  title     = {Bon app{\´e}tit!},
  year      = {2007},
  language  = {de}
}
@book{Gronau2007,
  author    = {Gronau, Norbert},
  title     = {Approach for requirement oriented team building : eChallenges 2007},
  publisher = {Univ. Potsdam},
  address   = {Potsdam},
  pages     = {8 S.},
  year      = {2007},
  language  = {en}
}
@article{GronauSchmidLindemann2007,
  author    = {Gronau, Norbert and Schmid, Simone and Lindemann, Marcus},
  title     = {RoI-basierte Auswahl von ERP-Systemen},
  isbn      = {978-3- 940019-23-3},
  year      = {2007},
  language  = {de}
}
@article{GronauLindemann2007,
  author    = {Gronau, Norbert and Lindemann, Marcus},
  title     = {Ableitung von IT-Strategien f{\"u}r die Produktion},
  isbn      = {978- 3-8350-0932-5},
  year      = {2007},
  language  = {de}
}
@article{GronauLindemann2007,
  author    = {Gronau, Norbert and Lindemann, Marcus},
  title     = {RoI-Analyse : die Wirtschaftlichkeit von MES-Systemen},
  year      = {2007},
  language  = {de}
}
@article{LindemannSchmidGronau2007,
  author    = {Lindemann, Marcus and Schmid, Simone and Gronau, Norbert},
  title     = {Wirtschaftlichkeitsbewertung von Manufacturing Execution Systems},
  year      = {2007},
  language  = {de}
}
@article{LindemannGronau2007,
  author    = {Lindemann, Marcus and Gronau, Norbert},
  title     = {RoI-Analyse f{\"u}r ERP-Systeme in Einzelfertigung und Anlagenbau},
  year      = {2007},
  language  = {de}
}
@article{GronauSchmidBahrs2007,
  author    = {Gronau, Norbert and Schmid, Simone and Bahrs, Julian},
  title     = {Wissen erfolgreich managen},
  year      = {2007},
  language  = {de}
}
@article{GronauLindemann2007,
  author    = {Gronau, Norbert and Lindemann, Marcus},
  title     = {RFID : Innovative industrielle Anwendungen},
  year      = {2007},
  language  = {de}
}
@book{GronauFroemingSchmid2006,
  author    = {Gronau, Norbert and Fr{\"o}ming, Jane and Schmid, Simone},
  title     = {Application of knowledge management methods for the improvement of education and training needs},
  address   = {Harbin},
  pages     = {10 S.},
  year      = {2006},
  language  = {en}
}
@article{GronauFroemingKorf2006,
  author    = {Gronau, Norbert and Fr{\"o}ming, Jane and Korf, Roman},
  title     = {Modellierung und Analyse wissensintensiver Aktivit{\"a}ten in einem Gesch{\"a}ftsprozess mit der Knowledge Modeling and Description Language},
  isbn      = {3-88579-176-5},
  year      = {2006},
  language  = {de}
}
@article{GronauFroemingSchmidetal.2006,
  author    = {Gronau, Norbert and Fr{\"o}ming, Jane and Schmid, Simone and R{\"u}ssb{\"u}ldt, Uwe},
  title     = {Softwaregest{\"u}tztes Staffing zur kompetenzorientierten Zusammenstellung von Projektteams},
  isbn      = {978-3-936771-86-2},
  year      = {2006},
  language  = {de}
}
@article{GronauMueller2006,
  author    = {Gronau, Norbert and M{\"u}ller, Claudia},
  title     = {Wissensmanagement in Wertsch{\"o}pfungsnetzwerken},
  isbn      = {3-8350-0463-8},
  year      = {2006},
  language  = {de}
}
@article{GronauLindemann2007,
  author    = {Gronau, Norbert and Lindemann, Marcus},
  title     = {Wirtschaftlichkeitsbewertung der Einf{\"u}hrung von Manufacturing Execution Systems, Return-on-Investment- Analyzer entwickelt},
  year      = {2007},
  language  = {de}
}
@article{GronauFroemingSchmid2006,
  author    = {Gronau, Norbert and Fr{\"o}ming, Jane and Schmid, Simone},
  title     = {Skill Management},
  year      = {2006},
  language  = {en}
}
@article{AndresenLaemmerGronau2006,
  author    = {Andresen, Katja and Laemmer, Anne and Gronau, Norbert},
  title     = {Vorgehensmodell zur Ermittlung der Wandlungsf{\"a}higkeit von ERP-Systemen},
  year      = {2006},
  language  = {de}
}
@article{MuellerWeberGronau2006,
  author    = {M{\"u}ller, C. and Weber, Edzard and Gronau, Norbert},
  title     = {Requirements for an integration of methods analyzing social issues in knowledge organizations},
  year      = {2006},
  language  = {en}
}
@article{FroemingGronauSchmid2006,
  author    = {Fr{\"o}ming, Jane and Gronau, Norbert and Schmid, Simone},
  title     = {Improvement of Software Engineering by Modeling of Knowledge-Intensive Business Processes},
  year      = {2006},
  language  = {en}
}
@article{GronauWildemannZaehetal.2006,
  author    = {Gronau, Norbert and Wildemann, H. and Zaeh, M. F. and Mueller, N. and L{\"a}mmer, Anne and Andresen, Katja},
  title     = {Tools zur Ermittlung der Wandlungsf{\"a}higkeit},
  year      = {2006},
  language  = {de}
}
@article{GronauEggertStein2006,
  author    = {Gronau, Norbert and Eggert, Sandy and Stein, Moreen},
  title     = {Deutsches Patent- und Markenamt : die Online-Patentanmeldung auf dem Pr{\"u}fstand},
  year      = {2006},
  language  = {de}
}