کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10320525 658801 2015 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Spatiotemporal data visualisation for homecare monitoring of elderly people
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Spatiotemporal data visualisation for homecare monitoring of elderly people
چکیده انگلیسی
In home monitoring systems, spatiotemporal visualization is a useful tool for identifying risk and preventing home accidents in elderly people living alone. The MTA model helps the visualisation in different stages of the temporal data analysis process. In particular, its explicit representation of space and movement is useful for identifying potential scenarios of risk, while the spiral structure can be used for the identification of recurrent patterns. The results of the experiments and the experience using the visualization tool 8VISU proof the potential of the MTA graphical model to mine temporal data and to support caregivers using home monitoring infrastructures.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Artificial Intelligence in Medicine - Volume 65, Issue 2, October 2015, Pages 97-111
نویسندگان
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