[HCI] AI + HCI

윰지·2020년 6월 19일
0

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?

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