User daily activity pattern learning: A multi-memory modeling approach

• Main Authors: GAO, Shan, TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2014
• Subjects: Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/6562; https://ink.library.smu.edu.sg/context/sis_research/article/7565/viewcontent/User_Daily_Activity_Pattern_Learning___IJCNN_2014.pdf
• Institution: Singapore Management University

In this paper, we propose a multi-memory model, ADLART model, to discover the daily activity pattern of a sensor monitored user from his/her activities of daily living (ADL). The proposed model mimics the human multiple memory system which comprises a working memory, an episodic memory, and a semant...