RFID-based personalized behavior modeling

UIC-ATC 2009 - Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing in Conjunction with the UIC'09 and ATC'09 Conferences

Volumn , Issue , 2009, Pages 350-355

  Hsu, Hui Huang ^a   Cheng, Zixue ^b   Shih, Timothy K ^c   Chen, Chien Chen ^a  

^a TAMKANG UNIVERSITY   (Taiwan)

^b UNIVERSITY OF AIZU   (Japan)

^c NATIONAL TAIPEI UNIVERSITY OF EDUCATION   (Taiwan)

Author keywords

Ambient intelligence; Clustering analysis; Elderly care; Machine learning; RFID

Indexed keywords

ABNORMAL BEHAVIOR; AMBIENT INTELLIGENCE; BEHAVIOR MODELING; CLUSTERING ANALYSIS; CLUSTERING TECHNIQUES; DATA COLLECTION; ELDERLY CARE; MACHINE-LEARNING; NORMAL BEHAVIOR; PERSONALIZED MODEL; RF-ID TAGS; SYSTEM ARCHITECTURES;

INTELLIGENT SYSTEMS; RADIO NAVIGATION; ROBOT LEARNING; TECHNICAL PRESENTATIONS; UBIQUITOUS COMPUTING;

CLUSTER ANALYSIS;

EID: 72849140706     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/UIC-ATC.2009.29     Document Type: Conference Paper

References (20)

1. Crepaldi, R, Harris, A.F., Kooper, R., Kravets, R., Maselli, G., Petrioli, C., Zorzi, "Managing Heterogeneous Sensors and Actuators in Ubiquitous Computing Environments," Proc. International Conference on Mobile Computing and Networking, Montreal, Quebec, Canada, 2007, pp. 35-42.
2. Xiao, Y., Shen, X., Sun, B., Cai, L., "Security and Privacy in RFID and Applications in Telemedicine," IEEE Communications Magazine, 2006, vol. 44, Issue 4, pp. 64-72.
3. Ho, L., Moh, M., Walker, Z., Hamada, T., Su, C.-F., "A Prototype on RFID and Sensor Networks for Elder Healthcare," Proc. ACM SIGCOMM workshop on Experimental Approaches to Wireless Network Design and Analysis, Philadelphia, Pennsylvania, USA, 2005, pp. 70-75.
4. Lee, B., Kim, H., "A Design of Context aware Smart Home Safety Management Using Networked RFID and Sensor," Proc. First IFIP WG6.2 Home Networking Conference, Paris, France, 2007, pp. 215-224.
5. Jih, W.-R., Hsu, J.Y., Tsai, T.-M., "Context-Aware Service Integration for Elderly Care in a Smart Environment," Proc. AAAI Workshop on Modeling and Retrieval of Context Retrieval of Context, The AAAI Press, Menlo Park, California, pp. 44-48.
6. RFID Journal, http://www.rfidjournal.com.
7. Jiang, W., Yu, D., Ma, Y., "A Tracking Algorithm in RFID Reader Network," Proc. Japan-China Joint Workshop on Frontier of Computer Science and Technology, 2006, pp. 164-171.
8. Aydin, E., Oktem, R., Dincer, Z. Akbulut, I.K., "Study of an RFID Based Moving Object Tracking System," RFID Eurasia, Istanbul, 2007, pp. 1-5.
9. Sangwan, R.S., Qiu, R.G., "Using RFID Tags for Tracking Patients, Charts and Medical Equipment within an Integrated Health Delivery Network", Proc. 2005 IEEE Networking, Sensing and Control, 2005, pp. 1070-1074.
10. Jia, S., Sheng, J., Chugo, D., Takase, K., "Obstacle Recognition for a Mobile Robot Indoor Environments using RFID and Stereo Vision," Proc. International Conference on Mechatronics and Automation, 2007, pp. 2789-2794.
11. th IEEE Int'l Symp. On Personal, Indoor, & Mobile Radio Communications, Lisbon, Portugal, 2002, vol. 2, pp. 720-724.
12. Liau, W.H., Inhabitant Tracking and Service Provision in an Intelligent e-Home via Floor Load Sensors, Master's Thesis, Department of Computer Science and Information Engineering, Nation Taiwan University, Taiwan, 2005.
13. th IEEE Workshop on Neural Networks for Signal Processing, 2002, pp. 697-706.
14. Chung, P.-C., Liu, C.-D., "A Daily Behavior Enabled Hidden Markov Model for Human Behavior Understanding," Pattern Recognition, Elsevier, vol. 40, pp. 1572-1580.
15. Lin, C.P., Tai, J.C., Song, K.T., "Traffic Monitoring based on Real-Time Image Tracking," Proc. IEEE International Conference on Robotics and Automation, 2003, vol. 2, pp. 2091-2096.
16. Lin, C.-H., Liu, J.-C., Ho, C.-H., "Anomaly Detection Using LibSVM Training Tools," Proc. International Conference on Information Security and Assurance, 2008, pp. 166-171.
17. Wang, Y., Wong, J., Miner, A., "Anomaly Intrusion Detection Using One Class SVM," Proc. Fifth Annual IEEE SMC Information Assurance Workshop, 2004, pp. 358-364.
18. th Conference on USENIX Security Symposium, Washington, D.C., 1999, vol. 8, pp. 12.
19. Zizka, J., Hroza, J., Pouliquen, B., Ignat, C., Steinberger, R., "The Selection of Electronic Text Documents Supported by Only Positive Examples," JADT, 2006.
20. Mitra, P., Murthy, C.A., Pal, S.K., "Unsupervised Feature Selection Using Feature Similarity," IEEE Trans. Pattern Analysis and Machine Intelligence, 2002, vol. 24, no. 3, pp. 301-312.