This paper reviews the research trends that link the advanced technical aspects of
recommendation systems that are used in various service areas and the business aspects of …

Context-aware recommender systems leverage the value of recommendations by exploiting
context information that affects user preferences and situations, with the goal of …

In recent years, we have witnessed a flourish of review websites. It presents a great
opportunity to share our viewpoints for various products we purchase. However, we face an …

This article aims to summarize the recent advancement in the fake account detection
methodology on social networking websites. Over the past decade, social networking …

Collaborative filtering recommender systems (CFRSs) have already been proved effective to
cope with the information overload problem since they merged in the past two decades …

Personalized micro-video recommendation has attracted a lot of research attention with the
growing popularity of micro-video sharing platforms. Many efforts have been made to …

Micro-video recommendation has attracted extensive research attention with the increasing
popularity of micro-video sharing platforms. Traditional approaches consider micro-video …

With the rapid development of Internet movie industry social-aware movie recommendation
systems (SMRs) have become a popular online web service that provide relevant movie …

With the boom of social media, it is a very popular trend for people to share what they are
doing with friends across various social networking platforms. Nowadays, we have a vast …

A social recommendation system has attracted a lot of attention recently in the research
communities of information retrieval, machine learning, and data mining. Traditional social …