Descriptive attributes of analysis use cases in the data-driven validation of elements in the system of objectives

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.

Schlagworte

Big data

Complexity

Data-driven development

New product development

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publishedVersion

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https://creativecommons.org/licenses/by-nc-nd/4.0/

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descriptive-attributes-of-analysis-use-cases-in-the-data-driven-validation-of-elements-in-the-system-of-objectives.pdf

Type

main article

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666.74 KB

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Descriptive attributes of analysis use cases in the data-driven validation of elements in the system of objectives