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: CoRR (2024)
Keyphrases
- engineering design
- artificial intelligence
- human cognition
- expert systems
- knowledge representation
- design process
- ai methods
- knowledge based systems
- knowledge acquisition
- feature engineering
- ai researchers
- database
- domain knowledge
- machine learning
- knowledge management
- engineering problems
- prior knowledge
- case study