| 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 | en |
| 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 | AUS |
| 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 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/75806 ) |
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