A Multiagent-Based Technique for Dialog Management in Conversational Interfaces View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2016

AUTHORS

David Griol , José Manuel Molina

ABSTRACT

With the advances in Language Technologies and Natural Language Processing, conversational interfaces have begun to play an increasingly important role in the design of human-machine interaction systems in a number of devices and intelligent environments. One of the most demanding tasks when developing a dialog system consists of selecting the next system response considering the user’s actions and the dialog history, which is the fundamental task related to dialog management. In this paper we present an multiagent-based technique for the development of dialog managers. In our proposal, a multiagent system with specialized dialog agents is designed to deal with each specific subtask of dialog objective for which the dialog system has been designed. The practical application of the proposed technique to develop a dialog system acting as a customer support service shows that the use of these specialized dialog agents increases the quality and number of successful interactions with the system in comparison with developing a single agent to manage the dialog for the complete domain. More... »

PAGES

121-132

References to SciGraph publications

Book

TITLE

Advances in Practical Applications of Scalable Multi-agent Systems. The PAAMS Collection

ISBN

978-3-319-39323-0
978-3-319-39324-7

Author Affiliations

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-3-319-39324-7_11

DOI

http://dx.doi.org/10.1007/978-3-319-39324-7_11

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1039970666


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