Segmentation of a video based on user engagement in respective segments of the video

摘要

Systems and methods for segmenting a video based on user engagement in respective segments of the video are presented. In one or more aspects, a system is provided that includes an engagement component configured to receive information regarding respective engagement of a plurality of users in connection with respective segments of a video. The system further includes an analysis component configured to analyze the information and calculate user engagement scores for the respective video segments, wherein the user engagement scores reflect level of the plurality of users' interest regarding the respective video segments, and an identification component configured to identify a subset of the video segments associated with relatively higher user engagement scores in comparison to other video segments.

主权项

1. A system, comprising:
a memory having stored thereon computer executable instructions; and a processor that executes the computer executable instructions which cause the processor to:
receive occurrence information of a plurality of different types of engagement actions taken by a plurality of users in connection with each of a plurality of segments of a video, wherein each of the plurality of different types of engagement actions corresponds to a user input provided via a user interface used to present the video;calculate user engagement scores for each of the plurality of video segments based on a weighted combination of the occurrence information corresponding to each of the plurality of different types of engagement actions, wherein the user engagement scores reflect a level of the plurality of users' interest regarding a particular segment of the plurality of video segments;identify a subset of video segments of the plurality of video segments associated with higher user engagement scores in comparison to other video segments of the plurality of video segments;associate numerical mean values of the user engagement scores with respective groups of the video segments of the plurality of video segments based on user engagement scores for the video segments included in the respective groups; andrecommend at least one group of the video segments from the video to a user based on the numerical mean value of user engagement scores for the respective groups of the video segments.