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MeTAP: A Personalized Spatial Memory Training for Improving Functional Autonomy of Adults with Mild Cognitive Impairments in China

Published: 30 May 2018 Publication History

Abstract

Motivated by previous studies on increasing the autonomy of older adults with dementia, research on the effectiveness of spaced repetition as a learning strategy, and the ever increasing number of left-behind elderly in Chinese urban and especially rural areas, we develop a customizable spatial memory training mobile application to help improve adults with early dementia and mild cognitive impairments with performing instrumental activities of daily living by training important spatial information. The mobile application comes with two paired modes: Caregiver mode and Patient mode. It allows caregivers to create virtual rooms in which items are tagged and placed in. The person with dementia can then test his or her recall of the spatial location of items in different rooms with an intuitive touch-based interaction. Data collected during present and past training sessions then determines future training sessions and provide caregivers a way to track performance over time. Additionally, through cloud-based behavioral modeling and remote data sharing, it can enable personalized spaced repetition memory learning and offer real-time behavioral data for the medical specialist and caregivers. Three rounds of evaluation involving interviews and in-field testing had been conducted with promising results.

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Cited By

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  • (2020)"We can learn. Why not?"Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems10.1145/3313831.3376633(1-14)Online publication date: 21-Apr-2020
  • (2019)Technology, home health care, and heart failureProceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable Societies10.1145/3314344.3332487(122-133)Online publication date: 3-Jul-2019
  • (2018)On the Computational Study of Chinese Alzheimer's Disease Online CommunitiesProceedings of the International Conference on Pattern Recognition and Artificial Intelligence10.1145/3243250.3243259(104-108)Online publication date: 15-Aug-2018

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  1. MeTAP: A Personalized Spatial Memory Training for Improving Functional Autonomy of Adults with Mild Cognitive Impairments in China

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    cover image ACM Conferences
    DIS '18 Companion: Proceedings of the 2018 ACM Conference Companion Publication on Designing Interactive Systems
    May 2018
    436 pages
    ISBN:9781450356312
    DOI:10.1145/3197391
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    Publication History

    Published: 30 May 2018

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    Author Tags

    1. mild cognitive impairments
    2. space repetition
    3. spatial memory

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    • Wenzhou City Science and Technology Bureau

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    DIS '18 Companion Paper Acceptance Rate 107 of 487 submissions, 22%;
    Overall Acceptance Rate 1,158 of 4,684 submissions, 25%

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    View all
    • (2020)"We can learn. Why not?"Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems10.1145/3313831.3376633(1-14)Online publication date: 21-Apr-2020
    • (2019)Technology, home health care, and heart failureProceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable Societies10.1145/3314344.3332487(122-133)Online publication date: 3-Jul-2019
    • (2018)On the Computational Study of Chinese Alzheimer's Disease Online CommunitiesProceedings of the International Conference on Pattern Recognition and Artificial Intelligence10.1145/3243250.3243259(104-108)Online publication date: 15-Aug-2018

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