Development of prediction method for behaviours of the residents and caregivers at group homes

我们开发了一种方法来收集和分析养老院居民的行为数据。结果表明，通过对行为数据的分析，可以预测分手，并可以检测到分手期的开始。我们的发现将有助于我们提高老年人的生活质量。我们还注意到，养老院在许多方面各不相同，通过调查更多的病例，我们的发现是否具有普遍性尚不清楚。关于看护人行为的预测，我们发现他们更感兴趣的是开发更好的方式来接近老年人，而不是知道他们在做什么。这个问题将在未来的项目中加以研究。

We have developed a method to collect and analyse behavioural data taken of the residents at care houses. The result suggest that falling out can be predicted and the start of terminal period can be detected by analysing the behavioural data. Our finding will help us to improve the quality of life for the elderly. We also noticed that care houses vary in many respects and it is yet to be known how universal our findings are by looking into more cases.Concerning the prediction of caregivers' behaviours, we found that they are more in interested in developing better ways for approaching to the elderly rather than knowing what they are doing. The issue will be looked into for future projects.