Conversational Informatics: A Data-Intensive Approach with Emphasis on Nonverbal Communication
Springer, Jul 8, 2014 - Technology & Engineering - 344 pages
This book covers an approach to conversational informatics which encompasses science and technology for understanding and augmenting conversation in the network age. A major challenge in engineering is to develop a technology for conveying not just messages but also underlying wisdom. Relevant theories and practices in cognitive linguistics and communication science, as well as techniques developed in computational linguistics and artificial intelligence, are discussed.
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3 History of Conversational System Development
4 Methodologies for Conversational System Development
5 Conversation Quantization
6 Smart Conversation Space
7 Computer Vision Techniques for Conversational Interaction
8 Measurement Analysis and Modeling
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algorithm analysis annotation approach architecture artificial intelligence augmented reality captured cognitive communication component computational conversation quanta conversation quantum conversation scene conversation space conversational agents conversational informatics conversational systems data mining decision-making detect discussion dynamic emotions empathy emphasizing points environment estimation evaluation example experiment facial expression facilitating behavior facilitative agent factors gaze controller gesture gesture recognition human I-measure imitation implementation input interaction dimensions interaction protocol interface Kendon Kinect knowledge Labanotation machine learning method mirror neurons Mohammad and Nishida motif discovery motion motion capture natural language nonverbal nonverbal communication Ohmoto participants partner physiological indices primordial soup problem proposed quantization representation Reproduced with permission robot role segment sensors sequence shared SILI simulation situation Social intelligence design social signals soup of conversation structure task theory of mind time-series tion Toyoaki Nishida user’s verbal virtual Wilcoxon signed-rank test