Title
Capturing Activities of Daily Living for Elderly at Home Based on Environment Change and Speech Dialog.
Abstract
The ICT-based elderly monitoring systems attract great attention as a promising technology for home elderly care. However, the conventional systems have limitations of deployment cost and invasiveness, the effort of activity labeling, and a lack of communication. To cope with the limitations, we propose a system that captures activities of daily living (ADL) of the elderly, based on speech dialogue triggered by environment changes. Specifically, we deploy Autonomous Sensor Boxes, developed in our previous study, within a house of the elderly. The boxes gather and send house environmental data to the cloud. Then, the Change Finder algorithm is applied to the time-series data, to detect changes in the house online. On detecting a change, the Virtual Agent (VA) in the house asks the elderly what he/she is doing now. The elderly speaks to the VA, by which an ADL is recorded in the system. The proposed system can capture ADL with non-invasive sensing and create an opportunity for communication.
Year
Venue
Field
2017
HCI
Dialog box,Activity recognition,Activities of daily living,Software deployment,Computer science,Information and Communications Technology,Environmental data,Web service,Multimedia,Cloud computing
DocType
Citations 
PageRank 
Conference
0
0.34
References 
Authors
5
5
Name
Order
Citations
PageRank
Kazunari Tamamizu131.38
Seiji Sakakibara200.68
Sachio Saiki35524.46
Masahide Nakamura452672.51
Kiyoshi Yasuda514.75