SmartKom: Foundations of Multimodal Dialogue Systems
Springer Berlin (Verlag)
9783540237327 (ISBN)
Prof. Dr. Dr. h.c. mult. Wolfgang Wahlster is the Director and CEO of the German Research Center for Artificial Intelligence (DFKI GmbH) and a Professor of Computer Science at the Universität des Saarlandes, Saarbrücken.
Dialogue Systems Go Multimodal: The SmartKom Experience.- Facts and Figures About the SmartKom Project.- An Exemplary Interaction with SmartKom.- Multimodal Input Analysis.- The SmartKom Architecture: A Framework for Multimodal Dialogue Systems.- Modeling Domain Knowledge: Know-How and Know-What.- Speech Recognition.- Class-Based Language Model Adaptation.- The Dynamic Lexicon.- The Prosody Module.- The Sense of Vision: Gestures and Real Objects.- The Facial Expression Module.- Multiple Biometrics.- Natural Language Understanding.- The Gesture Interpretation Module.- Multimodal Dialogue Processing.- Modality Fusion.- Discourse Modeling.- Overlay: The Basic Operation for Discourse Processing.- In Context: Integrating Domain- and Situation-Specific Knowledge.- Intention Recognition.- Plan-Based Dialogue Management for Multiple Cooperating Applications.- Emotion Analysis and Emotion-Handling Subdialogues.- Problematic, Indirect, Affective, and Other Nonstandard Input Processing.- Multimodal Output Generation.- Realizing Complex User Wishes with a Function Planning Module.- Intelligent Integration of External Data and Services into SmartKom.- Multimodal Fission and Media Design.- Natural Language Generation with Fully Specified Templates.- Multimodal Speech Synthesis.- Scenarios and Applications.- Building Multimodal Dialogue Applications: System Integration in SmartKom.- SmartKom-English: From Robust Recognition to Felicitous Interaction.- SmartKom-Public.- SmartKom-Home: The Interface to Home Entertainment.- SmartKom-Mobile: Intelligent Interaction with a Mobile System.- SmartKom-Mobile Car: User Interaction with Mobile Services in a Car Environment.- Data Collection and Evaluation.- Wizard-of-Oz Recordings.- Annotation of Multimodal Data.- Multimodal Emogram, Data Collection and Presentation.- Empirical Studies for Intuitive Interaction.- Evaluation of Multimodal Dialogue Systems.
From the reviews:
"The book is organized into six parts, each of which contains several chapters. ... This book should be useful for many types of readers. Those who want to get a sense of the state of the art of multimodal communication ... will find it invaluable. Students who have had a good grounding in artificial intelligence or natural language processing should read the book to get an overview of how the techniques from these fields can be integrated into a comprehensive system." (J. P. E. Hodgson, ACM Computing Reviews, Vol. 49 (4), April, 2008)
| Erscheint lt. Verlag | 20.7.2006 |
|---|---|
| Reihe/Serie | Cognitive Technologies |
| Zusatzinfo | XVIII, 645 p. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 1240 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Auditory (non-speech) feedback • biometrics • Cognition • Dialogsysteme • Emotion • Input devices and strategies • Model • Modeling • natural language • Plates • presentation • Screen Design • Speech Recognition • Speech Synthesis • Standardization • Theory and methods • User-Centered Design • user interface • User Interfaces • wishes |
| ISBN-13 | 9783540237327 / 9783540237327 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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