Title :
Research and implementation of algorithm for short videos recommendation
Author :
Lai Jiang ; Xiangling Fu
Author_Institution :
Sch. of Software Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
As the approaching of the UGC era, numerous short videos flood into the Internet every day, but at the present stage, it costs much resources and takes a lot of time to calculate the recommended videos. It is inevitable to search for a feasible recommended algorithm. In this paper, this issue has been studied based on distributed computing, innovatively combining the optimization of user tag cloud model. And then we has proposed practical schemes. Experimental results show that the proposed scheme is feasible but also efficient.
Keywords :
cloud computing; recommender systems; UGC; distributed computing; short videos recommendation; user generated content; user tag cloud model; Algorithm design and analysis; Computational modeling; History; Servers; Training; Videos; UGC; distributed computing; recommendation algorithm; short video; tag cloud; user model;
Conference_Titel :
Advances in Social Networks Analysis and Mining (ASONAM), 2014 IEEE/ACM International Conference on
Conference_Location :
Beijing
DOI :
10.1109/ASONAM.2014.6921677