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June 26, 2023 to June 30, 2023 - Nice, Saint-Laurent-du-Var, France
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ThinkMind // PATTERNS 2023, The Fifteenth International Conference on Pervasive Patterns and Applications // View article patterns_2023_1_30_78003
Requirements for the Application of Knowledge Graphs in Automotive Manufacturing
 Authors:
Jan Michael Spoor
Christian Graewe
Jens Weber Keywords: Cyber-Physical Systems, Knowledge Based Systems, Production Engineering Abstract:
The application of knowledge graphs drives in particular the development of Digital Twins. Thus, the creation of knowledge graphs becomes an important objective in automotive manufacturing. In the current literature, multiple requirements are given. In this paper, we conduct a categorization of these requirements. In addition, we evaluate expert interviews to enable a comparison of the requirements mentioned by practitioners with the requirements mentioned in the literature. While the industry experts agree with most challenges and requirements from the literature, some requirements differ. Most notably, real-time monitoring is not seen as a high priority by the practitioners. The application of predictive maintenance is seen as a subsequent application and not as a fundamental feature. Lastly, the integration of external partners such as suppliers is seen as controversial between the industry experts. This conducted evaluation provides a foundation to further develop use cases and implementation concepts in automotive manufacturing. In future work, we plan to add technical implementation requirements and conduct first use cases of knowledge graphs. Pages: 12 to 17 Copyright: Copyright (c) IARIA, 2023 Publication date: June 26, 2023 Published in: conference ISSN: 2308-3557 ISBN: 978-1-68558-049-0 Location: Nice, France Dates: from June 26, 2023 to June 30, 2023
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