Challenges for capturing data within data-driven design processes.

التفاصيل البيبلوغرافية
العنوان: Challenges for capturing data within data-driven design processes.
المؤلفون: Langner, Christopher, Paliyenko, Yevgeni, Müller, Benedikt, Roth, Daniel, Guertler, Matthias R., Kreimeyer, Matthias
المصدر: Proceedings of the Design Society; May2024, Vol. 4, p2099-2108, 10p
مصطلحات موضوعية: INTERNET of things, DATA science, INTERNET security, EMISSION control, THREE-dimensional printing
مستخلص: Cyber-Physical-Systems provide extensive data gathering opportunities along the lifecycle, enabling data-driven design to improve the design process. However, its implementation faces challenges, particularly in the initial data capturing stage. To identify those, a comprehensive approach combining a systematic literature review and an industry survey was applied. Four groups of interrelated challenges were identified as most relevant to practitioners: data selection, data availability in systems, knowledge about data science processes and tools, and guiding users in targeted data capturing. [ABSTRACT FROM AUTHOR]
Copyright of Proceedings of the Design Society is the property of Cambridge University Press and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
قاعدة البيانات: Complementary Index