Towards personalized video summarization using synchronized comments and probabilistic latent semantic analysis
Journal
2014 IEEE 3rd Global Conference on Consumer Electronics, GCCE 2014
Pages
414-415
Date Issued
2014
Author(s)
Abstract
In this paper, we propose a multi-layered Probabilistic Latent Semantic Analysis (PLSA) model for personalized video summarization problem based on time synchronous comments offered by multiple users. Preliminary evaluations performed on an animation series of 624 minutes long with 12212 users show that the proposed model is able to captures the relationships among the preference of each individual user and the various video events, therefore is able to generate personalized summaries of unseen videos for different users.
Type
conference paper