학술논문
Human Digital Shadow: Data-based Modeling of Users and Usage in the Internet of Production
Document Type
Conference
Author
Mertens, Alexander; Putz, Sebastian; Brauner, Philipp; Brillowski, Florian; Buczak, Nadine; Dammers, Hannah; Van Dyck, Marc; Kong, Iris; Konigs, Peter; Kordtomeikel, Frauke; Rodemann, Niklas; Schaar, Anne Kathrin; Steuer-Dankert, Linda; Wlecke, Shari; Gries, Thomas; Leicht-Scholten, Carmen; Nagel, Saskia K.; Piller, Frank T.; Schuh, Gunther; Ziefle, Martina; Nitsch, Verena
Source
2021 14th International Conference on Human System Interaction (HSI) Human System Interaction (HSI), 2021 14th International Conference on. :1-8 Jul, 2021
Subject
Language
ISSN
2158-2254
Abstract
Digital Shadows as the aggregation, linkage and abstraction of data relating to physical objects are a central vision for the future of production. However, the majority of current research takes a technocentric approach, in which the human actors in production play a minor role. Here, the authors present an alternative anthropocentric perspective that highlights the potential and main challenges of extending the concept of Digital Shadows to humans. Following future research methodology, three prospections that illustrate use cases for Human Digital Shadows across organizational and hierarchical levels are developed: human-robot collaboration for manual work, decision support and work organization, as well as human resource management. Potentials and challenges are identified using separate SWOT analyses for the three prospections and common themes are emphasized in a concluding discussion.