@phdthesis{Koehler2024, author = {K{\"o}hler, Wolfgang}, title = {Challenges of efficient and compliant data processing}, doi = {10.25932/publishup-62784}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-627843}, school = {Universit{\"a}t Potsdam}, pages = {195}, year = {2024}, abstract = {Die fortschreitende Digitalisierung ver{\"a}ndert die Gesellschaft und hat weitreichende Auswirkungen auf Menschen und Unternehmen. Grundlegend f{\"u}r diese Ver{\"a}nderungen sind die neuen technologischen M{\"o}glichkeiten, Daten in immer gr{\"o}ßerem Umfang und f{\"u}r vielf{\"a}ltige neue Zwecke zu verarbeiten. Von besonderer Bedeutung ist dabei die Verf{\"u}gbarkeit großer und qualitativ hochwertiger Datens{\"a}tze, insbesondere auf Basis personenbezogener Daten. Sie werden entweder zur Verbesserung der Produktivit{\"a}t, Qualit{\"a}t und Individualit{\"a}t von Produkten und Dienstleistungen oder gar zur Entwicklung neuartiger Dienstleistungen verwendet. Heute wird das Nutzerverhalten, trotz weltweit steigender gesetzlicher Anforderungen an den Schutz personenbezogener Daten, aktiver und umfassender verfolgt als je zuvor. Dies wirft vermehrt ethische, moralische und gesellschaftliche Fragen auf, die nicht zuletzt durch popul{\"a}re F{\"a}lle des Datenmissbrauchs in den Vordergrund der politischen Debatte ger{\"u}ckt sind. Angesichts dieses Diskurses und der gesetzlichen Anforderungen muss heutiges Datenmanagement drei Bedingungen erf{\"u}llen: Erstens die Legalit{\"a}t bzw. Gesetzeskonformit{\"a}t der Nutzung, zweitens die ethische Legitimit{\"a}t. Drittens sollte die Datennutzung aus betriebswirtschaftlicher Sicht wertsch{\"o}pfend sein. Im Rahmen dieser Bedingungen verfolgt die vorliegende kumulative Dissertation vier Forschungsziele mit dem Fokus, ein besseres Verst{\"a}ndnis (1) der Herausforderungen bei der Umsetzung von Gesetzen zum Schutz von Privatsph{\"a}re, (2) der Faktoren, die die Bereitschaft der Kunden zur Weitergabe pers{\"o}nlicher Daten beeinflussen, (3) der Rolle des Datenschutzes f{\"u}r das digitale Unternehmertum und (4) der interdisziplin{\"a}ren wissenschaftlichen Bedeutung, deren Entwicklung und Zusammenh{\"a}nge zu erlangen.}, language = {en} } @phdthesis{Panzer2024, author = {Panzer, Marcel}, title = {Design of a hyper-heuristics based control framework for modular production systems}, doi = {10.25932/publishup-63300}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-633006}, school = {Universit{\"a}t Potsdam}, pages = {vi, 334}, year = {2024}, abstract = {Volatile supply and sales markets, coupled with increasing product individualization and complex production processes, present significant challenges for manufacturing companies. These must navigate and adapt to ever-shifting external and internal factors while ensuring robustness against process variabilities and unforeseen events. This has a pronounced impact on production control, which serves as the operational intersection between production planning and the shop- floor resources, and necessitates the capability to manage intricate process interdependencies effectively. Considering the increasing dynamics and product diversification, alongside the need to maintain constant production performances, the implementation of innovative control strategies becomes crucial. In recent years, the integration of Industry 4.0 technologies and machine learning methods has gained prominence in addressing emerging challenges in production applications. Within this context, this cumulative thesis analyzes deep learning based production systems based on five publications. Particular attention is paid to the applications of deep reinforcement learning, aiming to explore its potential in dynamic control contexts. Analysis reveal that deep reinforcement learning excels in various applications, especially in dynamic production control tasks. Its efficacy can be attributed to its interactive learning and real-time operational model. However, despite its evident utility, there are notable structural, organizational, and algorithmic gaps in the prevailing research. A predominant portion of deep reinforcement learning based approaches is limited to specific job shop scenarios and often overlooks the potential synergies in combined resources. Furthermore, it highlights the rare implementation of multi-agent systems and semi-heterarchical systems in practical settings. A notable gap remains in the integration of deep reinforcement learning into a hyper-heuristic. To bridge these research gaps, this thesis introduces a deep reinforcement learning based hyper- heuristic for the control of modular production systems, developed in accordance with the design science research methodology. Implemented within a semi-heterarchical multi-agent framework, this approach achieves a threefold reduction in control and optimisation complexity while ensuring high scalability, adaptability, and robustness of the system. In comparative benchmarks, this control methodology outperforms rule-based heuristics, reducing throughput times and tardiness, and effectively incorporates customer and order-centric metrics. The control artifact facilitates a rapid scenario generation, motivating for further research efforts and bridging the gap to real-world applications. The overarching goal is to foster a synergy between theoretical insights and practical solutions, thereby enriching scientific discourse and addressing current industrial challenges.}, language = {en} } @misc{Bunselmeyer2024, type = {Master Thesis}, author = {Bunselmeyer, Lena}, title = {Die Agenda 2030 in kommunalen Nachhaltigkeitsstrategien}, doi = {10.25932/publishup-63487}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-634873}, school = {Universit{\"a}t Potsdam}, pages = {64}, year = {2024}, abstract = {Die 2016 verabschiedeten Sustainable Development Goals (SDGs) der Vereinten Nationen sind Referenzrahmen von Nachhaltigkeitsstrategien auf Bundes- Landes- und kommunaler Ebene geworden. St{\"a}dte r{\"u}ckten im Zuge der Agenda 2030 in den Mittelpunkt. Ihre Verwaltungen befinden sich dabei in einem herausfordernden Spannungsfeld: Einerseits haben die SDGs den holistischen Anspruch, vollst{\"a}ndig in das Handeln der Kommunen integriert zu werden. Andererseits ist f{\"u}r eine effektive Umsetzung eine starke Anpassung der SDGs an den lokalen Kontext notwendig. Die vorliegende Arbeit betrachtet anhand einer Fallstudie die Frage, wie Kommunen die Nachhaltigkeitsziele der Vereinten Nationen in ihre Handlungsprogramme und Nachhaltigkeitsstrategien {\"u}bersetzen, und welche Faktoren Einfluss auf diesen Prozess haben. Dabei wird ein translationstheoretischer Ansatz verwendet, der die {\"U}bertragung einer Idee in einen lokalen Kontext als aktiven Transfer versteht, bei dem das Handeln der beteiligten Akteure und deren Konstruktion der aufzunehmenden Idee im Fokus steht. Die Translation wird mit Hilfe von qualitativen Interviews nachvollzogen und analysiert. Die Ergebnisse zeigen, dass die SDGs zwar anhand ihrer Relevanz f{\"u}r die Kommune gefiltert werden, der normative Anspruch der SDGs aber erhalten bleibt und angesichts des als gering beurteilten Fortschritts der Kommune besonderes Gewicht erh{\"a}lt. Zentrale Einflussfaktoren f{\"u}r die Translation sind die verf{\"u}gbaren personellen und finanziellen Ressourcen, die Akzeptanz f{\"u}r die SDGs in Verwaltung, Politik und Gesellschaft und nicht zuletzt das pers{\"o}nliche Engagement einzelner Verwaltungsmitarbeiter*innen.}, language = {de} } @periodical{OPUS4-57801, title = {Unterricht Wirtschaft + Politik}, number = {1}, editor = {Kirchner, Vera and W{\"u}ste, Andreas}, publisher = {Friedrich Verlag GmbH}, address = {Hannover}, issn = {2751-1243}, year = {2023}, abstract = {Krisen pr{\"a}gen unsere Zeit: Sei es zum Beispiel die Coronapandemie oder aktuell der Ukraine-Krieg. Die Folge: getriebene Politiker:innen und eine ersch{\"o}pfte Gesellschaft? Wie also umgehen mit diesen multiplen Problemlagen und welche Rolle kann der Wirtschafts- und Politikunterricht hierbei spielen?}, language = {de} } @phdthesis{Haase2023, author = {Haase, Jennifer}, title = {Creative intensive processes}, doi = {10.25932/publishup-59388}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-593886}, school = {Universit{\"a}t Potsdam}, pages = {xiii, 346}, year = {2023}, abstract = {Creativity - developing something new and useful - is a constant challenge in the working world. Work processes, services, or products must be sensibly adapted to changing times. To be able to analyze and, if necessary, adapt creativity in work processes, a precise understanding of these creative activities is necessary. Process modeling techniques are often used to capture business processes, represent them graphically and analyze them for adaptation possibilities. This has been very limited for creative work. An accurate understanding of creative work is subject to the challenge that, on the one hand, it is usually very complex and iterative. On the other hand, it is at least partially unpredictable as new things emerge. How can the complexity of creative business processes be adequately addressed and simultaneously manageable? This dissertation attempts to answer this question by first developing a precise process understanding of creative work. In an interdisciplinary approach, the literature on the process description of creativity-intensive work is analyzed from the perspective of psychology, organizational studies, and business informatics. In addition, a digital ethnographic study in the context of software development is used to analyze creative work. A model is developed based on which four elementary process components can be analyzed: Intention of the creative activity, Creation to develop the new, Evaluation to assess its meaningfulness, and Planning of the activities arising in the process - in short, the ICEP model. These four process elements are then translated into the Knockledge Modeling Description Language (KMDL), which was developed to capture and represent knowledge-intensive business processes. The modeling extension based on the ICEP model enables creative business processes to be identified and specified without the need for extensive modeling of all process details. The modeling extension proposed here was developed using ethnographic data and then applied to other organizational process contexts. The modeling method was applied to other business contexts and evaluated by external parties as part of two expert studies. The developed ICEP model provides an analytical framework for complex creative work processes. It can be comprehensively integrated into process models by transforming it into a modeling method, thus expanding the understanding of existing creative work in as-is process analyses.}, language = {en} } @misc{RitterbuschTeichmann2023, author = {Ritterbusch, Georg David and Teichmann, Malte Rolf}, title = {Defining the metaverse}, series = {Zweitver{\"o}ffentlichungen der Universit{\"a}t Potsdam : Wirtschafts- und Sozialwissenschaftliche Reihe}, journal = {Zweitver{\"o}ffentlichungen der Universit{\"a}t Potsdam : Wirtschafts- und Sozialwissenschaftliche Reihe}, number = {159}, issn = {1867-5808}, doi = {10.25932/publishup-58879}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-588799}, pages = {12368 -- 12377}, year = {2023}, abstract = {The term Metaverse is emerging as a result of the late push by multinational technology conglomerates and a recent surge of interest in Web 3.0, Blockchain, NFT, and Cryptocurrencies. From a scientific point of view, there is no definite consensus on what the Metaverse will be like. This paper collects, analyzes, and synthesizes scientific definitions and the accompanying major characteristics of the Metaverse using the methodology of a Systematic Literature Review (SLR). Two revised definitions for the Metaverse are presented, both condensing the key attributes, where the first one is rather simplistic holistic describing "a three-dimensional online environment in which users represented by avatars interact with each other in virtual spaces decoupled from the real physical world". In contrast, the second definition is specified in a more detailed manner in the paper and further discussed. These comprehensive definitions offer specialized and general scholars an application within and beyond the scientific context of the system science, information system science, computer science, and business informatics, by also introducing open research challenges. Furthermore, an outlook on the social, economic, and technical implications is given, and the preconditions that are necessary for a successful implementation are discussed.}, language = {en} } @article{RitterbuschTeichmann2023, author = {Ritterbusch, Georg David and Teichmann, Malte Rolf}, title = {Defining the metaverse}, series = {IEEE Access}, volume = {11}, journal = {IEEE Access}, publisher = {Institute of Electrical and Electronics Engineers}, address = {New York, NY}, issn = {2169-3536}, doi = {10.1109/ACCESS.2023.3241809}, pages = {12368 -- 12377}, year = {2023}, abstract = {The term Metaverse is emerging as a result of the late push by multinational technology conglomerates and a recent surge of interest in Web 3.0, Blockchain, NFT, and Cryptocurrencies. From a scientific point of view, there is no definite consensus on what the Metaverse will be like. This paper collects, analyzes, and synthesizes scientific definitions and the accompanying major characteristics of the Metaverse using the methodology of a Systematic Literature Review (SLR). Two revised definitions for the Metaverse are presented, both condensing the key attributes, where the first one is rather simplistic holistic describing "a three-dimensional online environment in which users represented by avatars interact with each other in virtual spaces decoupled from the real physical world". In contrast, the second definition is specified in a more detailed manner in the paper and further discussed. These comprehensive definitions offer specialized and general scholars an application within and beyond the scientific context of the system science, information system science, computer science, and business informatics, by also introducing open research challenges. Furthermore, an outlook on the social, economic, and technical implications is given, and the preconditions that are necessary for a successful implementation are discussed.}, language = {en} } @article{Kirchner2023, author = {Kirchner, Vera}, title = {Umfassend oder {\"u}berfrachtet?}, series = {MINT-Zirkel}, journal = {MINT-Zirkel}, number = {3}, publisher = {Klett MINT}, address = {Stuttgart}, issn = {2193-9845}, pages = {14}, year = {2023}, abstract = {In der Theorie klingt es erst mal p{\"a}dagogisch und didaktisch verlockend: Umfassend ausgebildete Lehrkr{\"a}fte verharren nicht stur in ihren fachlichen Grenzen, sondern unterrichten Ph{\"a}nomene in ihren mannigfaltigen Zusammenh{\"a}ngen. So erwerben Sch{\"u}ler*innen die M{\"o}glichkeit, Sachverhalte umfassend aus verschiedenen Perspektiven zu betrachten und ihnen kompetent zu begegnen. Im Hinblick auf eine vollgestopfte Stundentafel scheint dies auch zeitlich effizient: Warum verschiedene F{\"a}cher aufwenden, wenn man drei oder vier Bildungsanliegen in einem zweist{\"u}ndigen Fach unterbringen kann?}, language = {de} } @article{KirchnerPenning2023, author = {Kirchner, Vera and Penning, Isabelle}, title = {Berufswahl differenzieren(d)}, series = {F{\"o}rdermagazin : Sekundarstufe}, journal = {F{\"o}rdermagazin : Sekundarstufe}, number = {3}, publisher = {Friedrich Verlag}, address = {Hannover}, issn = {2195-7142}, pages = {2 -- 6}, year = {2023}, abstract = {B{\"a}cker:in, Beik{\"o}ch:in oder B{\"u}romanager:in: Welcher berufliche Lebensweg passt zu mir? Gerade f{\"u}r Sch{\"u}ler:innen mit Unterst{\"u}tzungsbedarf kann die Antwort auf diese Frage besonders schwierig sein. Doch Unterricht kann mit vielf{\"a}ltigen Maßnahmen die Berufswahl unterst{\"u}tzen.}, language = {de} } @article{OehlschlaegerHaggenmuellerHerbstetal.2023, author = {Oehlschl{\"a}ger, Patricia and Haggenm{\"u}ller, Sandra and Herbst, Uta and Voeth, Markus}, title = {The future of business negotiations}, series = {Negotiation and Conflict Management Research}, volume = {16}, journal = {Negotiation and Conflict Management Research}, number = {1}, publisher = {Carnegie Mellon University Library}, address = {[Pittsburgh, Pennsylvania]}, issn = {1750-4708}, doi = {10.34891/2022.0496}, pages = {23 -- 47}, year = {2023}, abstract = {Megatrends, affecting multiple aspects of future society, economy, and technology, drive today's business world. They are expected to impact all areas in companies and will, therefore, most likely occur in business negotiations. Although several studies address future developments of different business divisions, the megatrends' impact on negotiations has, thus far, not been analyzed. We designed a model including the three megatrends, i.e., globalization and economic shift, digitalization and new technologies, and demographic and social change, which have main effects on specific negotiation aspects. Our study combined an online survey and expert interviews with negotiation practitioners to provide a first broad view of how megatrends affect future business negotiations. The results confirm our model and reveal a close connection of megatrends and single negotiation aspects. Among others, we examine an orientation toward global partners, an increased interconnection through various electronic systems, as well as two opposite relationship directions - long-term and integrative through strategic cooperation vs. short-term and distributive through competition and new technologies.}, language = {en} }