Creating a general collaborative dialogue agent with lounge strategy feature

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Creating a general collaborative dialogue agent with lounge strategy feature

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Creating a general collaborative dialogue agent with lounge strategy feature

Popis výsledku anglicky

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.

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2012

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Expert Systems with Applications

ISSN

0957-4174

e-ISSN

—

Svazek periodika

39

Číslo periodika v rámci svazku

2

Stát vydavatele periodika

NL - Nizozemsko

Počet stran výsledku

19

Strana od-do

1607-1625

Kód UT WoS článku

000298027300003

EID výsledku v databázi Scopus

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