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
fDate :
June 30 2014-July 4 2014
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;
Conference_Titel :
Intelligent Environments (IE), 2014 International Conference on
Conference_Location :
Shanghai