DocumentCode :
254937
Title :
Application of Verbal Intelligence in Dialog Systems for Multimodal Interaction
Author :
Nothdurft, Florian ; Honold, Frank ; Zablotskaya, Kseniya ; Diab, A. ; Minker, Wolfgang
Author_Institution :
Inst. of Commun. Eng., Ulm Univ. Ulm, Ulm, Germany
fYear :
2014
fDate :
June 30 2014-July 4 2014
Firstpage :
361
Lastpage :
364
Abstract :
In this paper we present a prototypical dialog system adaptive to verbal user intelligence. Verbal intelligence (VI) is the ability to analyze information and to solve problems using language-based reasoning. VI can be analyzed by the number of reused words, lemmas, n-grams, cosine similarity and other features. Here we concentrate on the application of VI in a human-computer interaction (HCI) and how this value can be used by the dialog management to adapt the dialog flow, and complexity at run-time. In our work complexity as well as informative value of presented information can be reduced or increased when encountering human-computer interaction by individually adapting to a lower or higher verbally intelligent user. Especially in intelligent environments, where user´s may rely on speech as their primary interaction modality, the adaptation of system instructions to the the user´s VI could prove helpful.
Keywords :
human computer interaction; inference mechanisms; user interfaces; VI; dialog flow; dialog management; dialog systems; human-computer interaction; language-based reasoning; speech interaction; verbal user intelligence; Adaptation models; Animals; Artificial intelligence; Complexity theory; Human computer interaction; Semantics; Speech; Human factors; Natural language; User interfaces; User-centered design;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Environments (IE), 2014 International Conference on
Conference_Location :
Shanghai
Type :
conf
DOI :
10.1109/IE.2014.59
Filename :
6910478
Link To Document :
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