Augmenting Organizational Decision-Making with Deep Learning Algorithms: Principles, Promises, and Challenges.
Yash Raj ShresthaVaibhav KrishnaGeorg von KroghPublished in: CoRR (2020)
Keyphrases
- decision making
- learning algorithm
- deep architectures
- decision makers
- design principles
- information systems
- fuzzy logic
- knowledge management
- reinforcement learning
- machine learning algorithms
- information processing
- strategic decision making
- lessons learned
- information technology
- decision support system
- machine learning
- legal issues
- fundamental principles
- technical challenges
- influence diagrams
- data mining
- multi criteria
- key issues
- decision process
- case study
- learning scheme
- learning tasks
- group decision making
- open issues
- training set
- real world
- decision support
- artificial neural networks