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.

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