SYSTEM, COMPUTING DEVICE, AND METHOD FOR ANALYZING SLEEP-RELATED ACTIVITY PATTERN USING MULTIMODAL SENSOR DATA

SYSTEM, COMPUTING DEVICE, AND METHOD FOR ANALYZING SLEEP-RELATED ACTIVITY PATTERN USING MULTIMODAL SENSOR DATA

Provided are a system, computing device, and method for analyzing a sleep-related activity pattern using multimodal sensor data. The system includes a user device configured to be attached to a user's body and collect data through a sensor module and a computing device configured to recognize a...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: JEONG, Hyun Tae, KIM, Ga Gue, LIM, Ji Youn, CHUNG, Seung Eun, NOH, Kyoung Ju
Format: Patent
Sprache:eng
Schlagworte:
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
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Beschreibung
Zusammenfassung:Provided are a system, computing device, and method for analyzing a sleep-related activity pattern using multimodal sensor data. The system includes a user device configured to be attached to a user's body and collect data through a sensor module and a computing device configured to recognize actions of the user from the data, generate action sequence sets on the basis of chronological order of the recognized actions of the user, cluster activities of the user as sleep activities and non-sleep activities on the basis of the action sequence sets, extract non-sleep activity patterns associated with the sleep activities through correlation analysis between sequences including time information of the clustered non-sleep activities and sleep activities, and provide the extracted non-sleep activity patterns to the user device.