Realization of a Machine Learning Domain Specific Modeling Language: A Baseball Analytics Case Study.
Kaan KoselerKelsea McGrawMatthew StephanPublished in: MODELSWARD (2019)
Keyphrases
- modeling language
- case study
- domain specific
- machine learning
- metamodel
- development process
- general purpose
- data mining
- business intelligence
- formal semantics
- uml profile
- predictive modeling
- design rationale
- data analysis
- code generation
- business process modeling
- learning analytics
- declarative language
- real world
- software development
- text mining
- artificial intelligence
- learning algorithm
- event detection
- knowledge management
- constraint language
- educational data mining
- information extraction
- reinforcement learning
- design process
- learning systems
- video data
- data warehouse
- decision making
- databases