Machine Learning in Management
Machine Learning in Management
- Elizabeth Degefe, Elizabeth DegefeDuke University
- Krishna SavaniKrishna SavaniManagement and Business, The Hong Kong Polytechnic University
- , and Abhishek SheetalAbhishek SheetalThe Hong Kong Polytechnic University
Summary
Although modern machine learning techniques were developed decades ago, management researchers have started using them only in the 2010s. Researchers in management have used machine learning techniques to analyze numeric data, most commonly relying on neural networks and decision trees; they have also used AI techniques to analyze text data to classify topics or model topics.
Keywords
Subjects
- Business Policy and Strategy
- Human Resource Management
- Organizational Behavior