• DocumentCode
    1728437
  • Title

    A Hybrid Preference-Aware Recommendation Algorithm for Live Streaming Channels

  • Author

    Tzu-Wei Yang ; Wen-Yuah Shih ; Jiun-Long Huang ; Wei-Chih Ting ; Pin-Chuan Liu

  • Author_Institution
    Dept. of Comput. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
  • fYear
    2013
  • Firstpage
    188
  • Lastpage
    193
  • Abstract
    With the advances of video streaming technology, live streaming services also become more and more popular. However, there may be thousands of online channels at the same time, and most viewers are not willing to go through one by one for finding the channels they are interested in. In view of this, we propose a hybrid preference-aware recommendation algorithm to recommend channels to viewers. We use logs of a live streaming service, Twitch. TV, to measure the performance of our algorithm and other existing algorithms, and experimental results show that the accuracy of our algorithm is higher than those of other algorithms.
  • Keywords
    recommender systems; video retrieval; video streaming; Twitch.tv; hybrid preference-aware recommendation algorithm; live streaming channels; live streaming service; video streaming technology; Broadcasting; Collaboration; Equations; Filtering; Games; Mathematical model; Streaming media; live streaming service; personal preference; recommender system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Technologies and Applications of Artificial Intelligence (TAAI), 2013 Conference on
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-4799-2528-5
  • Type

    conf

  • DOI
    10.1109/TAAI.2013.46
  • Filename
    6783865