A Methodology for Learning Optimal Dialog Strategies View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2010

AUTHORS

David Griol , Michael F. McTear , Zoraida Callejas , Ramón López-Cózar , Nieves Ábalos , Gonzalo Espejo

ABSTRACT

In this paper, we present a technique for learning new dialog strategies by using a statistical dialog manager that is trained from a dialog corpus. A dialog simulation technique has been developed to acquire data required to train the dialog model and then explore new dialog strategies. A set of measures has also been defined to evaluate the dialog strategy that is automatically learned. We have applied this technique to explore the space of possible dialog strategies for a dialog system that collects monitored data from patients suffering from diabetes. More... »

PAGES

507-514

Book

TITLE

Text, Speech and Dialogue

ISBN

978-3-642-15759-2
978-3-642-15760-8

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-3-642-15760-8_64

DOI

http://dx.doi.org/10.1007/978-3-642-15760-8_64

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1020446401


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