DocumentCode
3131987
Title
A user supporting personal video recorder by implementing a generic Bayesian classifier based recommendation system
Author
Engelbert, Benedikt ; Blanken, Malte B. ; Kruthoff-Brüwer, Ralf ; Morisse, Karsten
Author_Institution
Res. Group Next Generation PVR, Univ. of Appl. Sci. Osnabruck, Osnabrück, Germany
fYear
2011
fDate
21-25 March 2011
Firstpage
567
Lastpage
571
Abstract
The number of receivable TV channels has highly increased in recent years. Handling the enormous offer of TV content could be a challenge for the users in case of selecting the most interesting program. Furthermore, most users only focus on their favorite TV channels. That´s the reason why content on other channels won´t be recognized. For this problem assistive systems and tools are desirable to support in selecting the most appealing content with respect to the user´s interests. The research group Next Generation PVR (NG-PVR) extends a personal video recorder (PVR) with a generic recommendation system based on a Bayesian classifier and adapted it for the use in the application area of television. The system analyzes the user´s TV watching behavior to present new choices of content. So the system is able to generate personalized TV program recommendations. The content is stored on an internal hard disc drive where it is recorded for the user to watch. This paper presents the current state of development by introducing the system´s architecture and implemented recommendation mechanisms.
Keywords
Bayes methods; digital video broadcasting; disc drives; hard discs; pattern classification; recommender systems; video recording; TV channels; generic Bayesian classifier; generic recommendation system; internal hard disc drive; next generation PVR; personal video recorder; personalized TV program recommendations; Bayesian methods; Context; Digital video broadcasting; Measurement; Multimedia communication; TV; YouTube; Bayesian classifier; generic recommendation system; personal video recorder;
fLanguage
English
Publisher
ieee
Conference_Titel
Pervasive Computing and Communications Workshops (PERCOM Workshops), 2011 IEEE International Conference on
Conference_Location
Seattle, WA
Print_ISBN
978-1-61284-938-6
Electronic_ISBN
978-1-61284-936-2
Type
conf
DOI
10.1109/PERCOMW.2011.5766953
Filename
5766953
Link To Document