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Evaluation of a Context-Aware Voice Interface for Ambient Assisted Living

Qualitative User Study vs. Quantitative System Evaluation
Authors: Vacher, Michel; Caffiau, Sybille; Portet, François; Meillon, Brigitte; Roux, Camille; Elias, Elena; Lecouteux, Benjamin; +1 Authors

Evaluation of a Context-Aware Voice Interface for Ambient Assisted Living

Abstract

This article presents an experiment with seniors and people with visual impairment in a voice-controlled smart home using the Sweet-Homesystem. The experiment shows some weaknesses in automatic speech recognition that must be addressed, as well as the need for better adaptation to the user and the environment. Users were disturbed by the rigid structure of the grammar and were eager to adapt it to their own preferences. Surprisingly, while no humanoid aspect was introduced in the system, the senior participants were inclined to embody the system. Despite these aspects to improve, the system has been favorably assessed as diminishing most participant fears related to the loss of autonomy.

Keywords

user evaluation, smart home, ACM: H.: Information Systems/H.5: INFORMATION INTERFACES AND PRESENTATION (e.g., ACM: I.: Computing Methodologies/I.2: ARTIFICIAL INTELLIGENCE/I.2.7: Natural Language Processing/I.2.7.5: Speech recognition and synthesis, [INFO.INFO-OH]Computer Science [cs]/Other [cs.OH], ACM: K.: Computing Milieux/K.4: COMPUTERS AND SOCIETY/K.4.2: Social Issues/K.4.2.1: Assistive technologies for persons with disabilities, Computing Milieux, Computing Methodologies, 004, ambient intelligence, assistive technology, HCI)/H.5.2: User Interfaces/H.5.2.8: Natural language, context- aware inter- action, voice command, Information Systems

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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    58
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
58
Top 10%
Top 10%
Top 10%
Green
bronze