A Proposal for Processing and Fusioning Multiple Information Sources in Multimodal Dialog Systems View Full Text


Ontology type: schema:Chapter      Open Access: True


Chapter Info

DATE

2014

AUTHORS

David Griol , José Manuel Molina , Jesús García-Herrero

ABSTRACT

Multimodal dialog systems can be defined as computer systems that process two or more user input modes and combine them with multimedia system output. This paper is focused on the multimodal input, providing a proposal to process and fusion the multiple input modalities in the dialog manager of the system, so that a single combined input is used to select the next system action. We describe an application of our technique to build multimodal systems that process user’s spoken utterances, tactile and keyboard inputs, and information related to the context of the interaction. This information is divided in our proposal into external and internal context, user’s internal, represented in our contribution by the detection of their intention during the dialog and their emotional state. More... »

PAGES

167-178

References to SciGraph publications

  • 2013-06. Bringing context-aware access to the web through spoken interaction in APPLIED INTELLIGENCE
  • 2010. Multimodal Dialogue for Ambient Intelligence and Smart Environments in HANDBOOK OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS
  • 2003. The Information State Approach to Dialogue Management in CURRENT AND NEW DIRECTIONS IN DISCOURSE AND DIALOGUE
  • Book

    TITLE

    Highlights of Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection

    ISBN

    978-3-319-07766-6
    978-3-319-07767-3

    Author Affiliations

    Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/978-3-319-07767-3_16

    DOI

    http://dx.doi.org/10.1007/978-3-319-07767-3_16

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1049179938


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