Towards Actionable Data Science: Domain Experts as End-Users of Data Science Systems

• Published in: Computer supported cooperative work Vol. 33; no. 3; pp. 389 - 433
• Main Authors: Jung, Ju Yeon, Steinberger, Tom, So, Chaehan
• Format: Journal Article
• Language: English
• Published: Dordrecht Springer Netherlands 01.09.2024; Springer Nature B.V
• Subjects: Algorithms; Computer Science; Data science; Machine learning; Psychology; Research Article; Social Sciences; Statistical models; Subject specialists; User Interfaces and Human Computer Interaction; Data science; Data practices; Actionability; Domain experts; Craftwork; Artificial intelligence

As a wider range of organizations explore using data science systems, data science research has given growing attention to the role of domain experts. Most of this research still views data science systems as centered on the development of statistical models or algorithms by technical data scientist...