Towards authentic undergraduate research experiences in software engineering and machine learning.
Suranjan ChakrabortyLin DengJosh DehlingerPublished in: EASEAI@ESEC/SIGSOFT FSE (2021)
Keyphrases
- software engineering
- machine learning
- personal software process
- computer science
- artificial intelligence
- computer science curriculum
- knowledge engineering
- learning experience
- machine learning algorithms
- machine learning methods
- software systems
- programming language
- learning algorithm
- object oriented
- case study
- software development
- text classification
- open ended
- learning systems
- software product line
- software engineers
- learning tasks
- decision trees
- knowledge acquisition
- learning environment
- data mining
- inductive learning
- inductive logic programming
- reinforcement learning
- software maintenance
- natural language processing
- knowledge discovery
- information extraction
- chemical engineering
- model selection
- machine learning approaches
- software projects
- design patterns
- human computer interaction
- learning activities
- computational intelligence
- supervised learning
- case based reasoning
- data analysis
- pattern recognition
- e learning