教師資料查詢 | 類別: 會議論文 | 教師: 許輝煌 Hsu Hui-huang (瀏覽個人網頁)

標題:RFID-Based Personalized Behavior Modeling
學年97
學期2
發表日期2009/07/07
作品名稱RFID-Based Personalized Behavior Modeling
作品名稱(其他語言)
著者Hsu, Hui-huang; Cheng, Zixue; Shih, Timothy K.; Chen, Chien-chen
作品所屬單位淡江大學資訊工程學系
出版者IEEE Computer Society
會議名稱Ubiquitous, Autonomic and Trusted Computing, 2009. UIC-ATC '09. Symposia and Workshops on
會議地點Brisbane, Australia
摘要In this research, we aim at building an intelligent system that can detect abnormal behavior for the elderly at home. Deployment of RFID tags at home helps us collect the daily movement data of the elderly. The clustering technique is then used to build a personalized model of normal behavior based on these RFID data. After the model is built, any incoming datum outside the model can be seen as abnormal. In this paper, we present the design of the system architecture and show the preliminary results for data collection and preprocessing.
關鍵字RFID;ambient intelligence;clustering analysis;elderly care;machine learning
語言英文
收錄於
會議性質國際
校內研討會地點
研討會時間20090707~20090709
通訊作者許輝煌
國別澳洲
公開徵稿Y
出版型式
出處Proceedings of the Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing (UIC-ATC 2009), pp.350-355
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