A survey on recommender systems for Internet of Things: techniques, applications and future directions

M Altulyan, L Yao, X Wang, C Huang… - The Computer …, 2022 - academic.oup.com
Recommendation is a critical tool for develo** and promoting the benefits of the Internet of
Things (IoT). In recent years, recommender systems have attracted considerable attention in …

Assessment methods for evaluation of recommender systems: a survey

M Kuanr, P Mohapatra - Foundations of Computing and Decision …, 2021 - sciendo.com
The recommender system (RS) filters out important information from a large pool of
dynamically generated information to set some important decisions in terms of some …

Application of computational intelligence techniques for internet of things: an extensive survey

J Shreyas, A Jumnal, SMD Kumar… - International Journal …, 2020 - inderscienceonline.com
The application of computational intelligence (CI) techniques to internet of things (IoT) is
gaining popularity due to its capability of providing human-like knowledge, such as …

Context-Based Multi-Agent Recommender System, Supported on IoT, for Guiding the Occupants of a Building in Case of a Fire

J Neto, AJ Morais, R Gonçalves, AL Coelho - Electronics, 2022 - mdpi.com
The evacuation of buildings in case of fire is a sensitive issue for civil society that also
motivates the academic community to develop and study solutions to improve the efficiency …

RecIoT: A Deep Insight into IoT‐Based Smart Recommender Systems

R Sharma, S Rani, SJ Nuagh - Wireless Communications and …, 2022 - Wiley Online Library
Typically, Internet of Things (IoT) is perceived as the technology for connecting people,
devices, vehicles, home appliances, etc., and 212 billion heterogenous devices are …

Design and implementation of proactive multi-type context-aware recommender system for patients suffering diabetes

A Abu-Issa, S Hajjaj, S Al-Jamal… - 2023 International …, 2023 - ieeexplore.ieee.org
This paper presents a design and implementation of a multi-type, proactive and context-
aware recommender system that supports a healthy lifestyle for patients who suffer Diabetes …

Efficient service recommendation using ensemble learning in the internet of things (IoT)

J Pashaei Barbin, S Yousefi, B Masoumi - Journal of Ambient Intelligence …, 2020 - Springer
Internet of things (IoT) which has become widespread in various fields leads to a great
variety in the provision of services to users. This variety in IoT services in turn pose …

A smart city mobile application for multitype, proactive, and context-aware recommender system

A Abu-Issa, H Nawawreh, L Shreteh… - … on Engineering and …, 2017 - ieeexplore.ieee.org
This paper presents a design and implementation of a multitype, proactive and context-
aware recommender system in the environment of Internet of Things (IoT). The main features …

Reminder care system: An activity-aware cross-device recommendation system

MS Altulyan, C Huang, L Yao, X Wang… - Advanced Data Mining …, 2019 - Springer
Alzheimer's disease (AD) affects large numbers of elderly people worldwide and represents
a significant social and economic burden on society, particularly in relation to the need for …

Empirical analysis of machine learning techniques for context aware recommender systems in the environment of IoT

N Sachdeva, R Dhir, A Kumar - Proceedings of the International …, 2016 - dl.acm.org
At present recommender systems (RS) are incorporating contextual and social data of the
client, delivering context aware RS where it take request response approach in which the …