TY - BOOK ID - 119431082 TI - Intent recognition for human-machine interactions AU - Xu, Hua AU - Zhang, Hanlei. AU - Lin, Ting-En. PY - 2023 SN - 9819938856 9819938848 PB - Singapore : Springer Nature Singapore : Imprint: Springer, DB - UniCat KW - User interfaces (Computer systems). KW - Human-computer interaction. KW - Data mining. KW - Artificial intelligence. KW - Robotics. KW - User Interfaces and Human Computer Interaction. KW - Data Mining and Knowledge Discovery. KW - Artificial Intelligence. KW - Automation KW - Machine theory KW - AI (Artificial intelligence) KW - Artificial thinking KW - Electronic brains KW - Intellectronics KW - Intelligence, Artificial KW - Intelligent machines KW - Machine intelligence KW - Thinking, Artificial KW - Bionics KW - Cognitive science KW - Digital computer simulation KW - Electronic data processing KW - Logic machines KW - Self-organizing systems KW - Simulation methods KW - Fifth generation computers KW - Neural computers KW - Algorithmic knowledge discovery KW - Factual data analysis KW - KDD (Information retrieval) KW - Knowledge discovery in data KW - Knowledge discovery in databases KW - Mining, Data KW - Database searching KW - Computer-human interaction KW - Human factors in computing systems KW - Interaction, Human-computer KW - Human engineering KW - User-centered system design KW - User interfaces (Computer systems) KW - Interfaces, User (Computer systems) KW - Human-machine systems KW - Human-computer interaction KW - Intention (Logic) UR - https://www.unicat.be/uniCat?func=search&query=sysid:119431082 AB - Natural interaction is one of the hottest research issues in human-computer interaction. At present, there is an urgent need for intelligent devices (service robots, virtual humans, etc.) to be able to understand intentions in an interactive dialogue. Focusing on human-computer understanding based on deep learning methods, the book systematically introduces readers to intention recognition, unknown intention detection, and new intention discovery in human-computer dialogue. This book is the first to present interactive dialogue intention analysis in the context of natural interaction. In addition to helping readers master the key technologies and concepts of human-machine dialogue intention analysis and catch up on the latest advances, it includes valuable references for further research. ER -