Using Smart Homes to Detect and Analyze Health Events

Using Smart Homes to Detect and Analyze Health Events

Smart homes offer an unprecedented opportunity to unobtrusively monitor human behavior in everyday environments and to determine whether relationships exist between behavior and health changes. Behavior change detection (BCD) can be used to identify changes that accompany health events, which can po...

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Veröffentlicht in:Computer (Long Beach, Calif.) Calif.), 2016-11, Vol.49 (11), p.29-37
Hauptverfasser: Sprint, Gina, Cook, Diane J., Fritz, Roschelle, Schmitter-Edgecombe, Maureen
Format: Artikel
Sprache:eng
Schlagworte:
Behavioral sciences
Data analysis
Decision trees
Feature extraction
Health behavior
Health care
healthcare
Intelligent sensors
machine learning
pervasive computing
Sensor phenomena and characterization
Sensors
smart health
Smart homes
Temperature sensors
time series analysis
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Beschreibung
Zusammenfassung:Smart homes offer an unprecedented opportunity to unobtrusively monitor human behavior in everyday environments and to determine whether relationships exist between behavior and health changes. Behavior change detection (BCD) can be used to identify changes that accompany health events, which can potentially save lives.
ISSN:0018-9162
1558-0814
DOI:10.1109/MC.2016.338