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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Foina, A.G. Ramirez-Fernandez, J. Badia, R.M. |
| Copyright Year | 2010 |
| Description | Author affiliation: Laboratory of Microelectronics, Universidade de São Paulo, Brazil (Ramirez-Fernandez, J.) || Barcelona Supercomputing Center - CSIC, Spain (Foina, A.G.; Badia, R.M.) |
| Abstract | This paper presents the results of a research in progress about a system for multiple users' behavior analysis and program recommendation for digital TV called SmarTV. The research explores a multi-user's behavior analysis and program recommendation using Bluetooth cell phones and a Playstation 3 working as a set-top box connected to a digital TV network with return channel or an IPTV network. Supposing that every viewer has a Bluetooth enabled cell phone, each mobile will identify one spectator to the set-top box wirelessly. Since the set-top box used is a Playstation 3, it is a full computer with IBM Cell BE processor capable of executing computer-intensive algorithms. This device was used to store the history of programs watched by every person near the TV connected to the set-top box, and to identify their profile and preferences using data mining algorithms. The program recommendation system is a hybrid of a content-based approach with a collaborative approach using a rate system, and uses the k-Means and k-NN data mining algorithms modified to explore the Cell BE features. |
| Starting Page | 825 |
| Ending Page | 828 |
| File Size | 152347 |
| Page Count | 4 |
| File Format | |
| ISBN | 9781424453665 |
| ISSN | 15421201 |
| e-ISBN | 9781424453672 |
| DOI | 10.1109/NOMS.2010.5488364 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2010-04-19 |
| Publisher Place | Japan |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Bluetooth Digital TV Radiofrequency identification Cellular phones History Data mining Collaboration US Department of Transportation Control systems Automatic control User Behavior Cell Processor Interactive TV Mobile Program Recommendation RFID |
| Content Type | Text |
| Resource Type | Article |
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