Intent Recognition for Human-Machine Interactions

£44.99

Intent Recognition for Human-Machine Interactions

Robotics Data mining Artificial intelligence Expert systems / knowledge-based systems Human–computer interaction

Authors: Hua Xu, Hanlei Zhang, Ting-En Lin

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Collection: SpringerBriefs in Computer Science

Language: English

Published by: Springer

Published on: 29th August 2023

Format: LCP-protected ePub

ISBN: 9789819938858


Introduction to Human-Computer Interaction

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.

Focus on Deep Learning Methods

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.

Unique Contribution

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.

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