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Constructive Dialogue Modelling - SpeechInteraction and Rational Agents
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  • Wiley

More About This Title Constructive Dialogue Modelling - SpeechInteraction and Rational Agents

  • English

English

Dialogue management technology has developed rapidly over the years resulting in real-time applications like telephony directories, timetable enquiries, and in-car applications. However, the current technology is still largely based on models that use rigid command language type interactions, and the users need to adapt their human communication strategies to the needs of the technology. As an increasing number of interactive ubiquitous applications will appear, challenges for interaction technology concern especially natural, more human-friendly communication. Recent research has focused on developing speech-based interactive systems that aim to increase the system’s communicative competence. By including aspects of interaction beyond simple speech recognition and question-answer based interaction, applications with more conversational interfaces have become possible. New dialogue management technology needs to address the challenges in human-technology interaction, so that smart environments should not only enable user-controlled command interfaces but equip applications with a capability that affords easy and friendly interactions with the user.

Dialogue Modelling: Speech Interaction and Rational Agents provides an overview of the current dialogue technology and research trends in spoken dialogue systems, presenting a coherent perspective of AI-based cooperative interaction management. The book complements existing research regarding human-computer interfaces, speech and language technology, and communication studies in general, bringing different view-points together and integrating them into a single point of reference.

Constructive Dialogue Modelling:

  • Presents a guide to spoken dialogue technology and current research trends.
  • Provides an overview of human factors in dialogue systems and delivers a new metaphor for human-computer interaction and computer as agent.
  • Explains the architecture of dialogue systems using examples from systems such as Interact and DUMAS
  • Offers a comprehensive overview of original research into the new trends in speech dialogue technology in light of innovations such as ubiquitous computing.

This book will provide essential reading for industrial designers and interface engineers, university researchers and teachers, computer scientists, human communication researchers, speech and language technologists, cognitive engineers/cognitive scientists, as well as social and media researchers, and psychologists. Advanced students and researchers in computer science, speech and language technologies, psychology and communication research will find this text of interest.

  • English

English

Kristiina Jokinen is a Docent of Interaction Technology at the University of Tampere, and Docent of Language Technology at the University of Helsinki. Her areas of expertise include AI-based spoken dialogue management, intelligent interactive systems, speech-based adaptive interfaces, human-computer communication, rational agents, and cooperative communication.
She has over 12 years' experience in initiating and leading academic and industrial research projects. She has worked in Japan (ATR Interpreting Telecommunications Laboratory in Kyoto), and in Europe (University of Manchester, Lernout and Hauspie Speech Products, and University of Helsinki). In the recent EU research project DUMAS she was the scientific coordinator on a project focused on the adaptation and user modelling in a mobile email application and machine learning methods.
During the academic year 2004-05 she was a Visiting Fellow at the University of Cambridge, working at the Computer Laboratory. She is the elected Secretary for 2004-2006 of SIGDial, the Special Interest Group for Discourse and Dialogue of ACL (Association for Computational Linguistics) and ISCA (International Speech Communication Association).
  • English

English

Foreword.

Preface.

Acknowledgements.

Introduction.

Two Metaphors for Interaction Design.

Design Models for Interactive Systems.

Human Aspects in Dialogue System Design.

Dialogue Models.

Brief History.

Modelling Approaches.

Dialogue Management.

Constructive Dialogue Model (CDM).

Basic Principles of Communication.

Full-blown Communication.

Conversations with Computer Agents.

Construction of Dialogue and Domain Information.

Coherence and Context - Aboutness.

Information Sturcture of Utterances - New and Old Information.

Definitions of NewInfo and Topic.

Topic Shifting.

Information Management as Feedback Giving Activity.

Information Management and Rational Agents.

Dialogue Systems.

Desiderata for Dialogue Agents.

Technical Aspects in CDM.

Summary.

Constructive Information Technology.

Learning and Adaptation.

Cognitive Systems and Group Intelligence.

Interaction and Affordance.

Conclusions and Future Views.

References.

Index.

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