Creating a general collaborative dialogue agent with lounge strategy feature

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F12%3A43914770" target="_blank" >RIV/49777513:23520/12:43914770 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1016/j.eswa.2011.06.053" target="_blank" >http://dx.doi.org/10.1016/j.eswa.2011.06.053</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.eswa.2011.06.053" target="_blank" >10.1016/j.eswa.2011.06.053</a>

Result language
angličtina
Original language name
Creating a general collaborative dialogue agent with lounge strategy feature
Original language description
In this paper, we focus on an agent-based architecture for task-oriented dialogue management. We present our deliberation process based on optimizing the length of a dialogue in terms of its turns needed to accomplish a task. As innovative features, themanager accommodates a "lounge strategy" for passing initiative back to the user, and a two-layered structure for dialogue context representation. We show that applying the lounge strategy during a dialogue leads to improving the information exchange rate by approximately 5% compared to "common" dialogue strategies alternative. Furthermore, we present two of our dialogues and analyze them with respect to the agent description. At the end of the paper, we suggest future extensions and modifications to the architecture, and conclude.
Czech name
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Czech description
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Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
IN - Informatics
OECD FORD branch
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Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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