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Increasing product owners' cognition and decision-making capabilities by data analysis approach.

Authors :
Choraś, Michał
Kozik, Rafał
Puchalski, Damian
Renk, Rafał
Source :
Cognition, Technology & Work; May2019, Vol. 21 Issue 2, p191-200, 10p
Publication Year :
2019

Abstract

In this paper, we focus on the innovative advanced data analysis dedicated for product owners in software development teams. The goal of our novel solutions is to increase cognition and decision making in rapid software development process. The major contribution of this work is the methodology and the tool that gathers the input raw data from the tools such as GitLab or SonarQube, and processes the data further (e.g., using Apache Kafka, Kibana, and Spark) to calculate and visualize more advanced metrics, product factors (e.g., in accordance to Quamoco model), and indicators, and to find correlations between them. Then, such high-level data are shown to product owners to increase their cognition, situational awareness, and decision-making capabilities. We have now implemented the proof-of-concept system which was positively validated by product owners using the real data from their projects. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14355558
Volume :
21
Issue :
2
Database :
Complementary Index
Journal :
Cognition, Technology & Work
Publication Type :
Academic Journal
Accession number :
136223890
Full Text :
https://doi.org/10.1007/s10111-018-0494-y