Creating a Personalized Recommendation Framework in Smart Shopping by Using IoT Devices

Noura Abdaoui, Noura Abdaoui, Ismahene Khalifa, Sami Faiz, Sami Faiz

2023

Abstract

Personalization and recommendation are two important prerequisites that must be incorporated in the Iot environment where smart devices data are generated anywhere and anytime. Both prerequisites are essential to produce a higher satisfaction level of ubiquitous recommender system which matches the preferences of the user. Is the time to improve the quality of traditional ubiquitous recommender system which failed to exploit dynamic and heterogeneous big data in delivering personalized recommendation. In this paper, we create a framework of personalized recommendations in Smart shopping where Iot devices are connected. We proposed a Fog computing architecture to solve the ubiquitous recommendations issues related to Iot challenges. The given model is a multi-layer fog structure which aims to use the multi sources big data in order to propose personalized offers according to the users’ profiles and analyze their feedbacks to improve their experiences.

Paper Citation

in Harvard Style

Abdaoui N., Khalifa I. and Faiz S. (2023). Creating a Personalized Recommendation Framework in Smart Shopping by Using IoT Devices. In Proceedings of the 8th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS, ISBN 978-989-758-643-9, SciTePress, pages 200-207. DOI: 10.5220/0011969400003482

in Bibtex Style

@conference{iotbds23,
author={Noura Abdaoui and Ismahene Khalifa and Sami Faiz},
title={Creating a Personalized Recommendation Framework in Smart Shopping by Using IoT Devices},
booktitle={Proceedings of the 8th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS,},
year={2023},
pages={200-207},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011969400003482},
isbn={978-989-758-643-9},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 8th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS,
TI - Creating a Personalized Recommendation Framework in Smart Shopping by Using IoT Devices
SN - 978-989-758-643-9
AU - Abdaoui N.
AU - Khalifa I.
AU - Faiz S.
PY - 2023
SP - 200
EP - 207
DO - 10.5220/0011969400003482
PB - SciTePress