Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support.
Anna KawakamiVenkatesh SivaramanHao Fei ChengLogan StapletonYanghuidi ChengDiana QingAdam PererZhiwei Steven WuHaiyi ZhuKenneth HolsteinPublished in: CHI (2022)
Keyphrases
- decision support
- human intelligence
- decision support system
- artificial intelligence
- human cognition
- human cognitive
- lessons learned
- human centric
- human beings
- artificially intelligent
- case based reasoning
- decision makers
- human level
- expert systems
- decision making
- machine intelligence
- case study
- fundamental principles
- intelligent systems
- business intelligence
- tool support
- cognitive psychology
- conceptual understanding
- data mining
- knowledge discovery from databases
- product configuration
- real world
- sensemaking
- academia and industry
- mental states
- knowledge based systems
- information technology
- learning opportunities
- machine learning
- knowledge base
- ai researchers
- cancer treatment
- intelligent machines
- intelligent agents