Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design.
Qian ZhuDakuo WangShuai MaApril Yi WangZixin ChenUdayan KhuranaXiaojuan MaPublished in: Conference on Designing Interactive Systems (2024)
Keyphrases
- engineering design
- artificial intelligence
- human cognition
- expert systems
- knowledge based systems
- knowledge representation
- machine learning
- case based reasoning
- feature engineering
- conceptual design
- design process
- domain knowledge
- association rules
- text classification
- knowledge acquisition
- training data
- data mining
- ai methods
- ai researchers
- computer science
- big data
- knowledge engineering
- similarity measure
- databases
- database