(Invited) Activity Recognition and Future Prediction in Hospitals
First International Workshop on Smart Sensing Systems (IWSSS’16)
In this paper, we firstly introduce our work  where we proposed for recognizing whole day activities using prior knowledge, and applied the method for real nursing sensor dataset we have col- lected. Then, we introduce the method for predicting near future of nurses by integrating nurse activity data, location data, and medical records, based on our work. For both works, we independently collected real and open nursing datasets with 2 weeks of accelerom- eters and training labels from 22 nurses for the former work, and nurse activity, location, medical payment, and nursing needs data from 35 nurses and 96 patients for 40 days for the latter work.