• 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