A Framework Based on Internet of Things and Recommender Systems for Thermal Facilities

被引：0

作者：

Colace, Francesco ^{[1
]}

Gaeta, Rosario ^{[1
]}

Santaniello, Domenico ^{[1
]}

Troiano, Alfredo ^{[2
]}

Valentino, Carmine ^{[1
]}

机构：

[1] Univ Salerno, Fisciano, Italy

[2] NetCom Grp, Naples, Italy

来源：

PROCEEDINGS OF NINTH INTERNATIONAL CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGY, VOL 9, ICICT 2024 | 2025年 / 1054卷

关键词：

Recommender Systems; Context-awareness; Anomaly detection; Internet of Things;

D O I：

10.1007/978-981-97-5035-1_8

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The widespread diffusion of the Internet of Things allows its application in several fields for providing services to users based on the specific application. In particular, thermal facilities can exploit data acquired through the Internet of Things paradigm to monitor the structure and its treatments and improve the user experience. Therefore, this work introduces a framework to control anomalies and improve the personalization of treatments based on the employment of Recommender Systems. The recommendation approach is tested through the MovieLens100k dataset, obtaining promising results.

引用

页码：109 / 119

页数：11

共 50 条

[21] Design of Measurement and Control System of Facilities Vegetables Based on Internet of Things
Gong, He
Yu, Helong
Chen, Guifen
Wen, Zhu
INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY, PTS 1-4, 2013, 263-266 : 2824 - 2828
[22] An Ontology-Based Cybersecurity Framework for the Internet of Things
Mozzaquatro, Bruno Augusti
Agostinho, Carlos
Goncalves, Diogo
Martins, Joao
Jardim-Goncalves, Ricardo
SENSORS, 2018, 18 (09)
[23] PRODUCTION INFORMATION SYSTEMS BASED ON THE INTERNET OF THINGS
Martoch, Tomas
Kodym, Oldrich
GEOCONFERENCE ON INFORMATICS, GEOINFORMATICS AND REMOTE SENSING - CONFERENCE PROCEEDINGS, VOL I, 2013, : 207 - 212
[24] Internet of Things Based Contact Tracing Systems
Hu, Peng
Lamontagne, Philippe
SENSORS, 2021, 21 (21)
[25] A Privacy Framework for the Internet of Things
Corcoran, Peter M.
2016 IEEE 3RD WORLD FORUM ON INTERNET OF THINGS (WF-IOT), 2016, : 13 - 18
[26] A Middleware Framework for the Internet of Things
Valente, Bruno
Martins, Francisco
PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON ADVANCES IN FUTURE INTERNET (AFIN 2011), 2011, : 139 - 144
[27] Modeling-framework for model-based software engineering of complex Internet of things systems
Abbasi, Khurrum Mustafa
Khan, Tamim Ahmed
Haq, Irfan Ul
MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2021, 18 (06) : 9312 - 9335
[28] Recommender systems for sensor-based ambient control in academic facilities
Pajuelo-Holguera, Francisco
Gomez-Pulido, Juan A.
Ortega, Fernando
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2020, 96
[29] LearnSmart: A framework for integrating internet of things functionalities in learning management systems
Mershad, Khaleel
Damaj, Abdulhadi
Wakim, Pilar
Hamieh, Ali
EDUCATION AND INFORMATION TECHNOLOGIES, 2020, 25 (04) : 2699 - 2732
[30] Adding sense to the Internet of Things An architecture framework for Smart Objective systems
Lopez, Tomas Sanchez
Ranasinghe, Damith C.
Harrison, Mark
McFarlane, Duncan
PERSONAL AND UBIQUITOUS COMPUTING, 2012, 16 (03) : 291 - 308

← 1 2 3 4 5 →