Simulation-Based Usability Evaluation of Spoken and Multimodal Dialogue Systems

Author:   Stefan Hillmann
Publisher:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2018
ISBN:  

9783319873336


Pages:   240
Publication Date:   27 May 2018
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Simulation-Based Usability Evaluation of Spoken and Multimodal Dialogue Systems


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Overview

This book describes an extension of the user behaviour simulation (UBS) of an existing tool for automatic usability evaluation (AUE). This extension is based upon a user study with a smart home system. It uses technical-sociological methods for the execution of the study and the analysis of the collected data. A comparison of the resulting UBS with former UBSs, as well as the empirical data, shows that the new simulation approach outperforms the former simulation. The improvement affects the prediction of dialogue metrics that are related to dialogue efficiency and dialogue effectiveness. Furthermore, the book describes a parameter-based data model, as well as a related framework. Both are used to uniformly describe multimodal human-computer interactions and to provide such descriptions for usability evaluations. Finally, the book proposes a new two-stage method for the evaluation of UBSs. The method is based on the computation of a distance measures between two dialogue corpora and the pair-wise comparison of distances among several dialogue corpora.

Full Product Details

Author:   Stefan Hillmann
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2018
Dimensions:   Width: 15.50cm , Height: 1.50cm , Length: 23.50cm
Weight:   4.161kg
ISBN:  

9783319873336


ISBN 10:   3319873334
Pages:   240
Publication Date:   27 May 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- State of The Art.- MeMo Platform for Automatic Usability Evaluation.- Logging Framework for the Evaluation of Interactive Systems.- User Behaviour Model for the Evaluation of Interactive Systems.- Evaluation of User Behaviour Simulations.- Conclusions.

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