Deep Learning in BA and OR
Deep Learning in Business Analytics and Operations Research
Background
Business analytics refers to methods and practices that create value through data for individuals, firms, and organizations. This field is currently experiencing a radical shift due to the advent of deep learning: deep neural networks promise improvements in prediction performance as compared to models from traditional machine learning. However, our research into the existing body of literature reveals a scarcity of research works utilizing deep learning in our discipline.
Objective
Our overview article derives guidelines and implications for researchers, managers and practitioners. Find out more in the full article.
Contact
Prof. Dr. Mathias Kraus
Assistant Professor
Professorship for Data Analytics
Institute of Information Systems
- Phone number: +49 911 5302-289
- Email: mathias.kraus@fau.de