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Remind Me: An Adaptive Recommendation-Based Simulation of Biographic Associations

Published:07 March 2016Publication History

ABSTRACT

Classical reminiscence therapy has been shown to effectively enhance the stability of memory and identity in people with dementia. Typically, reminiscence therapy uses biography artifacts like photos and personal items and objects. Today, many of these artifacts are from the digital realm providing new options to adapt or even improve the purely analog therapy. In this work we propose a method to enhance reminiscence therapy by computer simulated biographic associations. Our approach provides assistance for associative reasoning on affective stimuli and thus enables access to biographic content so that no deliberate search is required. We develop a recommender model for mapping mental states to biographic content based on similarity. The system dynamically adapts its state and the depicted digital artifacts to the responses of the user. It is a first step towards an immersive reminiscence therapy which will incorporate associated stimuli on multiple channels to increase effectiveness. A preliminary study showed encouraging results concerning the usability of the system.

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    • Published in

      cover image ACM Conferences
      IUI '16: Proceedings of the 21st International Conference on Intelligent User Interfaces
      March 2016
      446 pages
      ISBN:9781450341370
      DOI:10.1145/2856767

      Copyright © 2016 ACM

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      Publication History

      • Published: 7 March 2016

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      IUI '16 Paper Acceptance Rate49of194submissions,25%Overall Acceptance Rate746of2,811submissions,27%

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