The independent LifeStyle Assistant: Lessons learned

The independent LifeStyle Assistant: Lessons learned
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DOI:
10.1080/10400435.2006.10131909
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发表时间:
2006-03-01
影响因子:
1.8
通讯作者:
Ho, Geoffrey
Ho, Geoffrey
中科院分区:
医学4区
文献类型:
--
作者:
Haigh, Karen Zita;Kiff, Liana M.;Ho, Geoffrey

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独立生活方式助理(ilsa)是一个基于代理的监测和支持系统,通过减轻照顾者的负担,帮助老年人在家中活得更长。ilsa是一个多智能体系统,结合了统一的感知模型和态势评估。响应计划、实时响应和机器学习。本文介绍了我们在安老院实施该系统的六个月研究,以及在开发过程中获得的主要经验教训。
The Independent LifeStyle Assistant (I.L.S.A.) is an agent-based monitoring and support system to help elderly people live longer in their homes by reducing caregiver burden. I.L.S.A. is a multiagent system that incorporates a unified sensing model, situation assessments. response planning, real-time responses, and machine learning. This paper describes the six-month study of the system we fielded in elders' homes and the major lessons we learned during development.