SpringerBriefs in Computer Science Intent Recognition for Human-Machine Interactions - Hua Xu Hanlei Zhang Ting-En Lin Kartoniert (TB)

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 addit ion 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.