Early prediction of the future popularity of uploaded videos

作者:

Highlights:

• We propose a new approach to early prediction of new video popularity.

• Our approach does not require historical popularity data to generate forecasts.

• The proposed method shows better predictive performance than other methods.

• The proposed method can effectively predict the future popularity of video.

摘要

•We propose a new approach to early prediction of new video popularity.•Our approach does not require historical popularity data to generate forecasts.•The proposed method shows better predictive performance than other methods.•The proposed method can effectively predict the future popularity of video.

论文关键词:Data mining,Popularity prediction,YouTube

论文评审过程:Received 3 September 2018, Revised 8 May 2019, Accepted 13 May 2019, Available online 13 May 2019, Version of Record 17 May 2019.

论文官网地址:https://doi.org/10.1016/j.eswa.2019.05.015