Estimating Spoken Dialog System Quality with User Models is popular PDF and ePub book, written by Klaus-Peter Engelbrecht in 2012-08-04, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Estimating Spoken Dialog System Quality with User Models can be Read Online from any device for your convenience.
Estimating Spoken Dialog System Quality with User Models Book PDF Summary
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.
Detail Book of Estimating Spoken Dialog System Quality with User Models PDF
- Author : Klaus-Peter Engelbrecht
- Release : 04 August 2012
- Publisher : Springer Science & Business Media
- ISBN : 9783642315916
- Genre : Technology & Engineering
- Total Page : 136 pages
- Language : English
- PDF File Size : 7,5 Mb
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