Summary of Multimodal Analysis of User-Generated Multimedia Content

This book presents a summary of the multimodal analysis of user-generated multimedia content (UGC). Several multimedia systems and their proposed frameworks are also discussed.

Tag Recommendation and Ranking Systems

First, improved tag recommendation and ranking systems for social media photos, leveraging both content and contextual information, are presented.

Challenges in Semantics and Sentics

Next, we discuss the challenges in determining semantics and sentics information from UGC to obtain multimedia summaries.

Personalized Music Video Generation

Subsequently, we present a personalized music video generation system for outdoor user-generated videos.

Multimodal Lecture Video Segmentation

Finally, we discuss approaches for multimodal lecture video segmentation techniques.

Extension of Multimedia Systems

This book also explores the extension of these multimedia systems with the use of heterogeneous continuous streams.