Application of Verbal Intelligence in Dialog Systems for Multimodal Interaction

作者: Florian Nothdurft , Frank Honold , Kseniya Zablotskaya , Amr Diab , Wolfgang Minker

DOI: 10.1109/IE.2014.59

关键词: Human–computer interactionUser modelingNatural language processingUser interfaceArtificial intelligenceAdaptation (computer science)Multimodal interactionUser-centered designComputer scienceInteractive systems engineeringDialog systemDialog box

摘要: In this paper we present a prototypical dialog system adaptive to verbal user intelligence. Verbal intelligence (VI) is the ability analyze information and solve problems using language-based reasoning. VI can be analyzed by number of reused words, lemmas, n-grams, cosine similarity other features. Here concentrate on application in human-computer interaction (HCI) how value used management adapt flow, complexity at run-time. our work as well informative presented reduced or increased when encountering individually adapting lower higher verbally intelligent user. Especially environments, where user's may rely speech their primary modality, adaptation instructions could prove helpful.

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