When a video uploader disregards adding tags and categories
, online video hosting platforms encounter what is called the new item problem
. This can be solved by utilizing visual analysis of videos and images: first, by filtering videos into recognizable objects and combining human action segmentation and recognition
; later, by training Multiclass Support Vector Machines to assign labels to detected actions
in the temporal domain of videos.