Occupant Activity Profiles from Smart Home Sensor Event Streams

October 25, 2017


October 25, 2017


12:00 AM


Houston, TX


Faced with a growing elderly population, learning and characterizing activity profiles of smart home occupants will support senior health care management for older adults living in homes augmented by ambient intelligence solutions that combine ubiquitous computing and artificial intelligence. In this work, we explore a bag of n-grams approach for creating occupant-specific activity profiles from event streams collected from passive, embedded sensors in real-world sensor networks in the homes of several older adults.

Posted on:
October 25, 2017
1 minute read, 73 words
Conference Presentation
Research INFORMS Smart Home Gerontechnology Ambient Assisted Living
See Also:
The Passive Smart Home: Unobtrusive At-Home Behavior Monitoring
Unsupervised behavior change detection using passive sensor systems in the homes of older adults
Presenting Smart Home Activity Profiles at INFORMS 2017