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Artificial Intelligence for Human Computer Interaction: A Modern Approach

Li, Yang ; Hilliges, Otmar Li, Yang 2021

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  • 題名:
    Artificial Intelligence for Human Computer Interaction: A Modern Approach
  • 著者: Li, Yang ; Hilliges, Otmar
  • Li, Yang
  • 主題: Artificial intelligence ; Computer programming, programs, data ; COMPUTERS / Intelligence (AI) & Semantics
  • 描述: This edited book explores the many interesting questions that lie at the intersection between AI and HCI. It covers a comprehensive set of perspectives, methods and projects that present the challenges and opportunities that modern AI methods bring to HCI researchers and practitioners. The chapters take a clear departure from traditional HCI methods and leverage data-driven and deep learning methods to tackle HCI problems that were previously challenging or impossible to address.It starts with addressing classic HCI topics, including human behaviour modeling and input, and then dedicates a section to data and tools, two technical pillars of modern AI methods. These chapters exemplify how state-of-the-art deep learning methods infuse new directions and allow researchers to tackle long standing and newly emerging HCI problems alike. Artificial Intelligence for Human Computer Interaction: A Modern Approach concludes with a section on Specific Domains which covers a set of emerging HCI areas where modern AI methods start to show real impact, such as personalized medical, design, and UI automation.
  • 相關題名: Human-Computer Interaction Series
  • 出版者: Netherlands: Springer Nature
  • 建立日期: 2021
  • 格式: 1
  • 語言: 英文
  • 識別號: ISBN: 9783030826819
    ISBN: 3030826813
    ISBN: 3030826805
    ISBN: 9783030826802
    EISBN: 9783030826819
    EISBN: 3030826813
    LCCallNum: Q334 .L58 2022
  • 資源來源: Springer Books

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