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User Models in Dialog Systems (Paperback, Softcover reprint of the original 1st ed. 1989)
Loot Price: R2,937
Discovery Miles 29 370
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User Models in Dialog Systems (Paperback, Softcover reprint of the original 1st ed. 1989)
Series: Artificial Intelligence
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User models have recently attracted much research interest in the
field of artificial intelligence dialog systems. It has become
evident that a flexible user-oriented dialog behavior of such
systems can be realized only if the system disposes of a model of
the user, containing assumptions about the users background
knowledge as well as the users goals and plans in consulting the
system. Research in the field of user models investigates how such
assumptions can be automatically created, represented and exploited
by the system in the course of an interaction with the user. This
volume is the first survey pertaining to the field of user
modeling. Most of the prominent international researchers in this
area have contributed to this volume. Their papers are grouped into
four sections: The introductory section contains a general view of
the field as a whole, and a number of surveys of specific problems
and techniques in user modeling. Sections two and three describe
eight user modeling systems, with the focus lying on the automatic
creation and exploitation of assumptions about the user
respectively. The final section discusses several limits of current
systems, and proposes solutions as to how some of the shortcomings
might be overcome. In order to increase the quality and the
coherency of the volume, each paper has been reviewed by all other
contributors. Cross-references have been integrated wherever
appropriate. All contributions are introduced in editorial prefaces
pertaining to each section. A subject index and an extensive
bibliography supplement the book.
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