Recommender systems have become a popular and effective means to manage the ever-
increasing amount of multimedia content available today and to help users discover …

The evolution of intelligent and data‐driven systems has pushed for the tectonic transition
from ancient medication to human‐centric Healthcare 4.0. The rise of Internet of Things …

This chapter studies state-of-the-art research related to multimedia recommender systems
(MMRS), focusing on methods that integrate multimedia content as side information to …

In the past few years, micro-videos have become the dominant trend in the social media era.
Meanwhile, as the number of microvideos increases, users are frequently overwhelmed by …

Deep learning is known to be effective at automating the generation of representations,
which eliminates the need for handcrafted features. For the task of personalized …

Micro-video sharing gains great popularity in recent years, which calls for effective
recommendation algorithm to help user find their interested micro-videos. Compared with …

Although video recommender systems have become the predominant way for people to
obtain video information, their performances are far from satisfactory in that (1) the …

Personalized video recommender systems play an essential role in bridging users and
videos. However, most existing video recommendation methods assume that user profiles …

Massive Open Online Course (MOOC) platforms have scaled online education to
unprecedented enrollments, but remain limited by their rigid, predetermined curricula. To …

Video platforms have become indispensable components within a diverse range of
applications, serving various purposes in entertainment, e-learning, corporate training …