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
Link To Document :
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