839 citations · 2.3k across the 47 of their papers we have counts for
7 papers · 1 filter
Recommender Systems for the Internet of Things: A Survey
May Altulyan, Lina Yao, Xianzhi Wang +3
Recommendation represents a vital stage in developing and promoting the benefits of the Internet of Things (IoT). Traditional recommender systems fail to exploit ever-growing, dyna…
Graph Learning Approaches to Recommender Systems: A Review
Shoujin Wang, Liang Hu, Yan Wang +7
Recent years have witnessed the fast development of the emerging topic of Graph Learning based Recommender Systems (GLRS). GLRS mainly employ the advanced graph learning approaches…
Sequential Recommender Systems: Challenges, Progress and Prospects
Shoujin Wang, Liang Hu, Yan Wang +3
The emerging topic of sequential recommender systems has attracted increasing attention in recent years.Different from the conventional recommender systems including collaborative…
A Survey on Session-based Recommender Systems
Shoujin Wang, Longbing Cao, Yan Wang +3
Recommender systems (RSs) have been playing an increasingly important role for informed consumption, services, and decision-making in the overloaded information era and digitized e…
Deep Autoencoder for Recommender Systems: Parameter Influence Analysis
Dai Hoang Tran, Zawar Hussain, Wei Emma Zhang +3
Recommender systems have recently attracted many researchers in the deep learning community. The state-of-the-art deep neural network models used in recommender systems are typical…
Internet of Things Search Engine: Concepts, Classification, and Open Issues
Nguyen Khoi Tran, Quan Z. Sheng, M. Ali Babar +3
This article focuses on the complicated yet still relatively immature area of the Internet of Things Search Engines (IoTSE). It introduces related concepts of IoTSE and a model cal…
Searching for the Internet of Things on the Web: Where It Is and What It Looks Like
Ali Shemshadi, Quan Z. Sheng, Wei Emma Zhang +3
The Internet of Things (IoT), in general, is a compelling paradigm that aims to connect everyday objects to the Internet. Nowadays, IoT is considered as one of the main technologie…