TY - JOUR A1 - Kirsch, Therese A1 - Möllenbeck, Carolin A1 - Buchholz, Wolfgang A1 - Teitscheid, Petra T1 - Rohstoffbeschaffung in der Lebensmittelwirtschaft, Risiken vermeiden, Chancen nutzen JF - Beschaffung aktuell Y1 - 2012 IS - 10 SP - 38 EP - 40 ER - TY - CHAP A1 - Kirsch, Therese A1 - Buchholz, Wolfgang A1 - Teitscheid, Petra T1 - Entwicklung eines Gestaltungsmodells zur nachhaltigen Rohstoffbeschaffung in der Ernährungswirtschaft T2 - R.Bogaschewsky / M.Eißing / R.Lasch / W.Stölzle, Supply Management Research - Aktuelle Forschungsergebnisse 2012 Y1 - 2012 SN - 978-3-8349-3927-2 SP - 217 EP - 239 PB - Springer Gabler CY - Wiesbaden ET - 1 ER - TY - GEN A1 - Kirsch, Therese A1 - Buchholz, Wolfgang A1 - Teitscheid, Petra T1 - Entwicklung eines Gestaltungsmodells zur nachhaltigen Rohstoffbeschaffung in der Ernährungswirtschaft, BME Wissenschaftssymposium Würzburg 2012 Y1 - 2012 ER - TY - CHAP A1 - Kirsch, Therese A1 - Buchholz, Wolfgang T1 - Optimierung des logistischen An- und Auslaufmanagements T2 - Lang, T.; Gorsler, D. (Hrsg.): Logistikinnovationen - Erfolg in einem vernetzten Europa - Dokumentation zur Berlin-Brandenburg Konferenz Y1 - 2008 SP - 82 EP - 93 ER - TY - BOOK A1 - Kirsch, Therese A1 - Buchholz, Wolfgang T1 - Für die Zukunft richtig aufgestellt? Nachhaltigkeit in Klein- und mittelständischen Unternehmen der EUREGIO Y1 - 2009 CY - Münster ER - TY - GEN A1 - Kappel, Antonia A1 - Schiele, Holger A1 - Buchholz, Wolfgang T1 - How to capture suppliers’ relationships with competitors and complementors? - An approach to supply network mapping using a World Café method, 26th Annual International Purchasing and Supply Education and Research Association (IPSERA) Conference: "Coping with the Future: Picking your Battles", Budapest/Balatonfured, Hungary Y1 - 2017 ER - TY - GEN A1 - Kappel, Antonia A1 - Schiele, Holger A1 - Buchholz, Wolfgang T1 - Supplier relationships with competing customers - How can purchasers find out who is the preferred customer?, 27th Annual International Purchasing and Supply Education and Research Association (IPSERA) Conference: "Purchasing and Supply Chain Management: Fostering Innovation", Athens, Greece. Y1 - 2018 ER - TY - GEN A1 - Kappel, Antonia A1 - Buchholz, Wolfgang T1 - Application of a Supply Net Mapping Model to improve strategic sourcing in the agricultural machinery industry. 25th Annual International Purchasing and Supply Education and Research Association (IPSERA) Conference: "Purchasing & Supply Management - from efficiency to effectiveness in an integrated Supply Chain Management". Dortmund, Germany. Y1 - 2016 ER - TY - GEN A1 - Holt, Christian A1 - Buchholz, Wolfgang A1 - de Bie, Holger T1 - How to identify indirect material for global sourcing? Conceptualization of a portfolio matrix based on an exploratory empirical study, 26th Annual International Purchasing and Supply Education and Research Association (IPSERA) Conference: "Coping with the Future: Picking your Battles", Budapest/Balatonfured, Hungary , 2017 Y1 - 2017 ER - TY - CHAP A1 - Engelking, Bastian A1 - Buchholz, Wolfgang A1 - Köhne, Frank T1 - Design Principles for the Application of Machine Learning in Supply Chain Risk Management: An Action Design Research Approach T2 - Supply Management Research / Ed. Christoph Bode N2 - The opportunity to anticipate delivery failures, shortages or delays in company’s upstream supply chains at an early stage facilitates to take preventive countermeas-ures to mitigate potential damage. However, data-driven predictive technologies such as machine learning (ML) are rarely examined in supply chain risk management (SCRM). The purpose of the following paper is to present a framework of design principles for the application of ML in SCRM. The foundation of this framework is an action design research (ADR) project, which is performed in collaboration with the SCRM department of an automotive company. A predictive ML model is developed and evaluated in collaboration with the company. Based on the findings and observa-tions made during the project, general design principles are derived and grouped by the three interrelated elements of organisation, development and operation, which are to be considered when applying ML in SCRM. Finally, the derived elements and the corresponding design principles are discussed and justified with reference to the literature. Y1 - 2020 SP - 1 EP - 28 PB - Springer CY - Berlin ER -