Estimating Spoken Dialog System Quality with User Models

Nonfiction, Computers, Advanced Computing, Programming, User Interfaces, Science & Nature, Technology, Electronics
Cover of the book Estimating Spoken Dialog System Quality with User Models by Klaus-Peter Engelbrecht, Springer Berlin Heidelberg
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Klaus-Peter Engelbrecht ISBN: 9783642315916
Publisher: Springer Berlin Heidelberg Publication: August 4, 2012
Imprint: Springer Language: English
Author: Klaus-Peter Engelbrecht
ISBN: 9783642315916
Publisher: Springer Berlin Heidelberg
Publication: August 4, 2012
Imprint: Springer
Language: English

Spoken dialog systems have the potential to offer highly intuitive user interfaces, as they allow systems to be controlled using natural language. However, the complexity inherent in natural language dialogs means that careful testing of the system must be carried out from the very beginning of the design process.   This book examines how user models can be used to support such early evaluations in two ways:  by running simulations of dialogs, and by estimating the quality judgments of users. First, a design environment supporting the creation of dialog flows, the simulation of dialogs, and the analysis of the simulated data is proposed.  How the quality of user simulations may be quantified with respect to their suitability for both formative and summative evaluation is then discussed. The remainder of the book is dedicated to the problem of predicting quality judgments of users based on interaction data. New modeling approaches are presented, which process the dialogs as sequences, and which allow knowledge about the judgment behavior of users to be incorporated into predictions. All proposed methods are validated with example evaluation studies.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Spoken dialog systems have the potential to offer highly intuitive user interfaces, as they allow systems to be controlled using natural language. However, the complexity inherent in natural language dialogs means that careful testing of the system must be carried out from the very beginning of the design process.   This book examines how user models can be used to support such early evaluations in two ways:  by running simulations of dialogs, and by estimating the quality judgments of users. First, a design environment supporting the creation of dialog flows, the simulation of dialogs, and the analysis of the simulated data is proposed.  How the quality of user simulations may be quantified with respect to their suitability for both formative and summative evaluation is then discussed. The remainder of the book is dedicated to the problem of predicting quality judgments of users based on interaction data. New modeling approaches are presented, which process the dialogs as sequences, and which allow knowledge about the judgment behavior of users to be incorporated into predictions. All proposed methods are validated with example evaluation studies.

More books from Springer Berlin Heidelberg

Cover of the book Unemployment, Market Structure and Growth by Klaus-Peter Engelbrecht
Cover of the book Embedded Technologies by Klaus-Peter Engelbrecht
Cover of the book Mitarbeitermotivation ist lernbar by Klaus-Peter Engelbrecht
Cover of the book The Interaction Between Flexible Plates and Fluid in Two-dimensional Flow by Klaus-Peter Engelbrecht
Cover of the book Esophageal Carcinoma by Klaus-Peter Engelbrecht
Cover of the book A First Course in Topos Quantum Theory by Klaus-Peter Engelbrecht
Cover of the book Enterprise Systems Integration by Klaus-Peter Engelbrecht
Cover of the book Transport Processes in Porous Media by Klaus-Peter Engelbrecht
Cover of the book Proceedings of the 27th Conference of Spacecraft TT&C Technology in China by Klaus-Peter Engelbrecht
Cover of the book Anders leben - anders sterben by Klaus-Peter Engelbrecht
Cover of the book MODAK - Modalitätenaktivierung in der Aphasietherapie by Klaus-Peter Engelbrecht
Cover of the book Scattering Amplitudes in Gauge Theories by Klaus-Peter Engelbrecht
Cover of the book The Measurement of Verbal Information in Psychology and Education by Klaus-Peter Engelbrecht
Cover of the book Risiko Energiewende by Klaus-Peter Engelbrecht
Cover of the book Prion Proteins by Klaus-Peter Engelbrecht
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy