Options
Descriptive attributes of analysis use cases in the data-driven validation of elements in the system of objectives
Citation Link: https://doi.org/10.15480/882.8193
Publikationstyp
Conference Paper
Date Issued
2023-07
Sprache
English
Author(s)
Weidinger, Felicia
Schöck, Moritz
TORE-DOI
Volume
3
Start Page
1207
End Page
1216
Citation
24th International Conference on Engineering Design (ICED 2023)
Contribution to Conference
Publisher DOI
Scopus ID
Publisher
Cambridge University Press
Usage data of reference systems can be analyzed in the development process for the validation of system elements. The process model for data-driven validation of elements in the system of objectives aids developers in performing such data analyses. The conducted studies show that the basis for an efficient analysis process is a common understanding of the system and the goal of the analysis. Therefore, a template was derived over the course of case studies describing the elements in the system of objectives. The template covers the three descriptive dimensions general information, technical system and data. It allows a comprehensive description of analysis use cases. On average it takes 11 minutes for developers to aggregate all necessary information and consequently fill out the template. An A/B-Test confirmed the comprehensibility and applicability of the template even for developers of different domain knowledge. Through its contribution to a sustainable knowledge management the template provides an added value for the developers for conducting analysis.
Subjects
Big data
Complexity
Data-driven development
New product development
Publication version
publishedVersion
No Thumbnail Available
Name
descriptive-attributes-of-analysis-use-cases-in-the-data-driven-validation-of-elements-in-the-system-of-objectives.pdf
Type
Main Article
Size
666.74 KB
Format
Adobe PDF