Data visualisation and data mining technology for supporting care for older people
Data visualisation and data mining technology for supporting care for older people
复制标题
支持老年人护理的数据可视化和数据挖掘技术
DOI：
10.1145/1296843.1296868
复制
发表时间：
2007
期刊：
影响因子：
--
通讯作者：
D. Osipovic
中科院分区：
文献类型：
--
作者：
N. M. Gil;N. Hine;J. Arnott;J. Hanson;R. Curry;Telmo Amaral;D. Osipovic
这里讨论的研究的总体目的是，通过模拟一个人在其住所的“忙碌”活动，揭示个人生活的模式，从而加强家庭护理，以便更好地根据他们的需要和不断变化的情况提供护理。在这方面，使用数据挖掘和联机分析处理可能很有意义，因为可以探索、发现和预测可能反映福祉变化的人员流动活动水平的变化。这里提出了一个调查到使用数据挖掘和可视化来说明活动的传感器数据在国内范围内运行的试验项目。
The overall purpose of the research discussed here is the enhancement of home-based care by revealing individual patterns in the life of a person, through modelling of the "busyness" of activity in their dwelling, so that care can be better tailored to their needs and changing circumstances. The use of data mining and on-line analytical processing (OLAP) is potentially interesting in this context because of the possibility of exploring, detecting and predicting changes in the level of activity of people's movement that may reflect change in well-being. An investigation is presented here into the use of data mining and visualisation to illustrate activity from sensor data from a trial project run in a domestic context.