Personalised Human Device Interaction through Context aware Augmented Reality

Madhawa Perera

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

    3 Citations (Scopus)

    Abstract

    Human-device interactions in smart environments are shifting prominently towards naturalistic user interactions such as gaze and gesture. However, ambiguities arise when users have to switch interactions as contexts change. This could confuse users who are accustomed to a set of conventional controls leading to system inefficiencies. My research explores how to reduce interaction ambiguity by semantically modelling user specific interactions with context, enabling personalised interactions through AR. Sensory data captured from an AR device is utilised to interpret user interactions and context which is then modeled in an extendable knowledge graph along with user's interaction preference using semantic web standards. These representations are utilized to bring semantics to AR applications about user's intent to interact with a particular device affordance. Therefore, this research aims to bring semantical modeling of personalised gesture interactions in AR/VR applications for smart/immersive environments.

    Original languageEnglish
    Title of host publicationICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction
    PublisherAssociation for Computing Machinery, Inc
    Pages723-727
    Number of pages5
    ISBN (Electronic)9781450375818
    DOIs
    Publication statusPublished - 21 Oct 2020
    Event22nd ACM International Conference on Multimodal Interaction, ICMI 2020 - Virtual, Online, Netherlands
    Duration: 25 Oct 202029 Oct 2020

    Publication series

    NameICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction

    Conference

    Conference22nd ACM International Conference on Multimodal Interaction, ICMI 2020
    Country/TerritoryNetherlands
    CityVirtual, Online
    Period25/10/2029/10/20

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