Context-aware recommendation systems in the IoT environment (IoT-CARS)–A comprehensive overview

D Nawara, R Kashef - IEEE Access, 2021 - ieeexplore.ieee.org
An essential goal of recommendation systems is to provide users with accurate and
personalized recommendations that meet their preferences. With the rapid growth of IoT …

Protecting sensitive data in the information age: State of the art and future prospects

C Stach, C Gritti, J Bräcker, M Behringer, B Mitschang - Future Internet, 2022 - mdpi.com
The present information age is characterized by an ever-increasing digitalization. Smart
devices quantify our entire lives. These collected data provide the foundation for data-driven …

Cyberattack and fraud detection using ensemble stacking

R Soleymanzadeh, M Aljasim, MW Qadeer, R Kashef - AI, 2022 - mdpi.com
Smart devices are used in the era of the Internet of Things (IoT) to provide efficient and
reliable access to services. IoT technology can recognize comprehensive information …

A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender Systems

HV Tran, T Chen, N Quoc Viet Hung, Z Huang… - ACM Transactions on …, 2025 - dl.acm.org
Since the creation of the Web, recommender systems (RSs) have been an indispensable
personalization mechanism in information filtering. Most state-of-the-art RSs primarily …

Diagnosis of chronic diseases based on patients' health records in IoT healthcare using the recommender system

YA Nanehkaran, Z Licai, J Chen… - Wireless …, 2022 - Wiley Online Library
Due to the growth of IoT applications, especially health care, the information of patients'
health records using data collection from IoT‐connected devices has been considered …

Integrated sentiment analysis with BERT for enhanced hybrid recommendation systems

N Darraz, I Karabila, A El-Ansari, N Alami… - Expert Systems With …, 2025 - Elsevier
Recommendation systems play a crucial role in assisting users by providing personalized
suggestions based on their preferences. However, these systems often face challenges …

Disruptive technologies for parliaments: A literature review

D Koryzis, D Margaris, C Vassilakis, K Kotis… - Future Internet, 2023 - mdpi.com
Exploitation and use of disruptive technologies, such as the Internet of Things, recommender
systems, and artificial intelligence, with an ambidextrous balance, are a challenge …

A privacy-preserving cross-domain recommendation algorithm for industrial IoT devices

X Yu, Q Peng, H Lv, D Zhan, Q Hu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recommendation algorithms have been initially applied on the online business platform of
industrial Internet of Things (IoT) devices. However, traditional recommendation algorithms …

Detecting shilling attacks using hybrid deep learning models

M Ebrahimian, R Kashef - Symmetry, 2020 - mdpi.com
Recommendation systems play a significant role in alleviating information overload in the
digital world. They provide suggestions to users based on past symmetric activities or …

Tourist experiences recommender system based on emotion recognition with wearable data

L Santamaria-Granados, JF Mendoza-Moreno… - Sensors, 2021 - mdpi.com
The collection of physiological data from people has been facilitated due to the mass use of
cheap wearable devices. Although the accuracy is low compared to specialized healthcare …