Support for context-aware monitoring in home healthcare

被引:27
|
作者
Mileo, Alessandra [1 ]
Merico, Davide [1 ]
Bisiani, Roberto [1 ]
机构
[1] Univ Milano Bicocca, NOMADIS Res Lab, Dept Informat Syst & Commun, Milan, Italy
关键词
Independent Living; non-monotonic reasoning; knowledge representation; wireless sensor networks; situation assessment; PEOPLE; SYSTEM; FALLS; RISK; AGE;
D O I
10.3233/AIS-2010-0052
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper tackles the problem of supporting independent living and well-being for people that live in their homes and have no critical chronic condition. The paper assumes the presence of a monitoring system equipped with a pervasive sensor network and a non-monotonic reasoning engine. The rich set of sensors that can be used for monitoring in home environments and their sheer number make it quite complex to provide a correct interpretation of collected data for a particular patient. For this reason, we introduce a logic-based context model for situation assessment combined with high level declarative feedback policy specification, and we use logic programming techniques to reason about different pieces of knowledge for prevention.
引用
收藏
页码:49 / 66
页数:18
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