کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4957443 1445082 2017 20 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Rich contextual information for monitoring the elderly in an early stage of cognitive impairment
ترجمه فارسی عنوان
اطلاعات محتمل غنی برای نظارت بر سالمندان در مراحل اولیه اختلال شناختی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر شبکه های کامپیوتری و ارتباطات
چکیده انگلیسی

With the increase in the elderly population, there is a concomitant growth in the number of cases of cognitive impairment. The early stages of these disorders can cause the elderly difficulties in performing their daily activities. To improve their independence while keeping their caregivers informed, this paper presents a monitoring system that focuses on the use of rich contextual information to detect a wide variety of a cognitively impaired person's routines and deviations from those routines. A detailed architecture of the system is presented together with an in-depth description of the algorithms for the identification of routines and deviations. In an experimental test with students, the algorithms identified some 91% of the routines and some 96% of the deviations.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pervasive and Mobile Computing - Volume 34, January 2017, Pages 106-125
نویسندگان
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