[HCI] AI + HCI

AI and HCI

• 같은 end goal을 공유한다.

• human behavior를 해석하고 무엇을 기대할지 디자인한다.
• Predictive analytics is at the foundation of both.
• NLP
  • 컴퓨터가 human speech 혹은 wirtten text를 이해한다.
  • Speech recognition
    • Voice speech
    • AI-powered chatbots
      Human-AI bot 인터렉션 분석
  • Computer Vision
    • 컴퓨터가 content와 context of images를 이해할 수 있게 만든다.
    • Image label detection
    • Image text generation
    • Eye-tracking
    • Motion-tracking

AI, HCI, Data Integration

• AI는 Data에 크게 의존한다.
  • Objectively collected?
  • Subjectivity?
    • Any possibility of having bias, errors, misinterpretations?
    • Privacy?
    • Ethical issues?
• What are the roles that HCI play in?
  • Design of data collection
    • Methods: surveys, interviews
    • Theoretical approach
    • Collection size
  • Careful thoughts on study implications
    • What do results mean?
    • How do we better measure and collect data?