Title :
Modeling of spoken dialogue control for improvement of dialogue efficiency
Author :
Kikuchi, Hideaki ; Shirai, Katsuhiko
Author_Institution :
Sch. of Sci. & Eng., Waseda Univ., Tokyo, Japan
Abstract :
In this research, we aim at the establishment of a method of controlling dialogues in accordance with the changes of performance in computation. So that the system takes the most suitable dialogue strategy according to performance in computation, it needs to calculate evaluation functions modeled with performance in computation in the inside all the time. In this paper, we model dialogue control centered on system transparency with computation time and accuracy of system´s processes. Then, we simulate this model by controlling dialogue strategies. We also confirm the effectiveness of the model by a preliminary experiment using the prototype of a spoken dialogue system
Keywords :
natural language interfaces; speech recognition; speech-based user interfaces; computation time; dialogue control; dialogue efficiency; evaluation functions; experiment; speech recognition; spoken dialogue control modeling; system transparency; Computational modeling; Control systems; Cost function; Distributed computing; Entropy; Humans; Natural languages; Prototypes; Speech processing; Speech recognition;
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Conference_Location :
Nashville, TN
Print_ISBN :
0-7803-6583-6
DOI :
10.1109/ICSMC.2000.885944