Presenting a real-time activity-based bidirectional framework for improving social connectedness

K.A. Davis, E. Owusu, G.J.A. van den Boomen, H. Apeldoorn, L. Marcenaro, C. Regazzoni, L.M.G. Feijs, J. Hu

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    1 Citation (Scopus)

    Abstract

    New research on ambient displays within ambient assisted living (AAL) environments, demonstrates solid potential for the application of bidirectional activity-based context aware systems for promoting social connectedness between the elderly and their caregivers. Using visual, auditory or tactile modalities, such systems can reveal subtle information concerning health and well-being and stimulate co-presence between the pair. In this paper, we present the design and development of an activity-based framework aimed at enabling the real-time viewing of bidirectional activity states between the elderly and their caregivers. This framework seeks to overcome the limitations of existing ambient displays deployed in AAL settings, which are in most cases unidirectional and confined to the homes of its users. Our bidirectional activity-based framework, is based on an extensive literature review, expert advice and user feedback, which informed the design decisions about the product features and functionality. The system exploits a highly accurate activity recognition model to facilitate real-time activity awareness and an “always connected” service through portable interactive devices for stimulating social connectedness within the AAL domain.

    Original languageEnglish
    Title of host publicationAdvances in Computational Intelligence
    Subtitle of host publication14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II
    Place of PublicationDordrecht
    PublisherSpringer
    Pages356-367
    Number of pages12
    ISBN (Electronic)978-3-319-59147-6
    ISBN (Print)978-3-319-59146-9
    DOIs
    Publication statusPublished - 2017
    Event16th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2017) - Zakopane, Poland
    Duration: 11 Jun 201715 Jun 2017
    Conference number: 16

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume10306 LNCS
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Conference

    Conference16th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2017)
    Abbreviated titleICAISC 2017
    CountryPoland
    CityZakopane
    Period11/06/1715/06/17

    Keywords

    • Ambient assisted living
    • Ambient displays
    • Human activity recognition
    • Internet of Things
    • Social connectedness

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