ISBN:
9784431550402
Language:
English
Pages:
1 online resource (354 pages)
Edition:
1st ed.
Parallel Title:
Erscheint auch als
DDC:
302.346
Keywords:
Conversation analysis..
;
Conversation analysis ; Data processing..
;
Communication models
;
Electronic books
Abstract:
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.
Abstract:
Intro -- Foreword -- Preface -- Contents -- 1 Artificial Intelligence and Conversational Intelligence -- 1.1 Conversation as a Focus of Interdisciplinary Study -- 1.2 Conversational Informatics in Info-plosion and Techno-plosion -- 1.3 Primordial Soup of Conversation -- 1.4 Organization of This Book -- 1.5 Summary -- 2 Conversation: Above and Beneath the Surface -- 2.1 The Horizon of Conversational Communication -- 2.2 Stories and Narratives -- 2.3 Conversation in a Social Discourse -- 2.4 Interactions in Focused Gatherings -- 2.5 Joint Activity Theory -- 2.6 Integrating Multiple Modalitis to Make Sense -- 2.7 Turn-Taking System -- 2.8 Cognitive Process -- 2.9 Summary -- 3 History of Conversational System Development -- 3.1 A Bird's Eye View -- 3.2 Early Natural Language Dialogue Systems -- 3.2.1 Baseball -- 3.2.2 LUNAR -- 3.2.3 SHRDLU -- 3.2.4 ELIZA -- 3.3 Speech Dialogue Systems and Multimodal Interfaces -- 3.4 Embodied Conversational Agents and Intelligent Virtual Humans -- 3.5 Story Understanding/Generation Systems -- 3.6 Cognitive Computing -- 3.7 Towards Synergy -- 3.8 Summary -- 4 Methodologies for Conversational System Development -- 4.1 Introduction -- 4.2 Architecture -- 4.3 Scripts and Markup Languages -- 4.4 Basing Behaviors on Conversation Corpus -- 4.5 Behavior Learning Using Motif Discovery -- 4.5.1 Motif Discovery in Discrete Sequences -- 4.5.2 Motif Discovery in Real-Valued Time-Series -- 4.5.3 Symbolization Approaches -- 4.5.4 Exact Motif Discovery Approaches -- 4.5.5 Constrained Motif Discovery Approaches -- 4.6 Evaluation -- 4.7 Summary -- 5 Conversation Quantization -- 5.1 Framework of Conversation Quantization -- 5.2 The Representation Scheme -- 5.3 The Production/Consumption Scheme -- 5.4 Manipulation Scheme -- 5.5 Circulation Scheme -- 5.6 Augmenting Conversation Through Conversation Quantization.
Note:
Description based on publisher supplied metadata and other sources
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