Smart City Gnosys

Smart city article details

Title	Smart Cities: The Role Of Internet Of Things And Machine Learning In Realizing A Data-Centric Smart Environment
ID_Doc	49921
Authors	Ullah A.; Anwar S.M.; Li J.; Nadeem L.; Mahmood T.; Rehman A.; Saba T.
Year	2024
Published	Complex and Intelligent Systems, 10, 1
DOI	http://dx.doi.org/10.1007/s40747-023-01175-4
Abstract	This paper explores the concept of smart cities and the role of the Internet of Things (IoT) and machine learning (ML) in realizing a data-centric smart environment. Smart cities leverage technology and data to improve the quality of life for citizens and enhance the efficiency of urban services. IoT and machine learning have emerged as key technologies for enabling smart city solutions that rely on large-scale data collection, analysis, and decision-making. This paper presents an overview of smart cities' various applications and discusses the challenges associated with implementing IoT and machine learning in urban environments. The paper also compares different case studies of successful smart city implementations utilizing IoT and machine learning technologies. The findings suggest that these technologies have the potential to transform urban environments and enable the creation of more livable, sustainable, and efficient cities. However, significant challenges remain regarding data privacy, security, and ethical considerations, which must be addressed to realize the full potential of smart cities.
Author Keywords	Applications of smart cities; Data acquisition technology; Deep learning; Internet of Things (IoT); Smart cities; Wireless and mobile networking

Similar Articles

Id	Similarity	Authors	Title	Published
35915	0.931	Ghazal T.M.; Hasan M.K.; Ahmad M.; Alzoubi H.M.; Alshurideh M.	Machine Learning Approaches For Sustainable Cities Using Internet Of Things	Studies in Computational Intelligence, 1056 (2023)
35091	0.929	Ahmad M.; Mumtaz R.; Khan M.A.	Leveraging Iot And Machine Learning For Smart Urban Planning	Leveraging IoT and Machine Learning for Smart Urban Planning (2025)
8624	0.926	Peralta Abadía J.J.; Smarsly K.	An Introduction And Systematic Review On Machine Learning For Smart Environments/Cities: An Iot Approach	Intelligent Systems Reference Library, 121 (2022)
50314	0.925	Soni P.	Smart City Innovations And Iot As A Frontier Of Ai At The Edge Of Intelligence	Edge of Intelligence: Exploring the Frontiers of AI at the Edge (2025)
34050	0.924	Sahana D.S.; Vidya J.; Madhurya J.A.; Nida K.G.	Iot-Driven Machine Learning Solutions For Smarter Urban Living	Springer Tracts on Transportation and Traffic, 22 (2025)
56585	0.921	Pavunraj D.; Jayalakshmi J.; Mustafa Nawaz S.M.; Anbumaheshwari K.; Mathankumar A.	The Role Of Iot For Smart Cities: Innovations, Challenges, And Future Prospects	Leveraging Urban Computing for Sustainable Urban Development (2025)
47021	0.92	Singh T.; Solanki A.; Sharma S.K.	Role Of Machine Learning And Deep Learning In Internet Of Things Enabled Smart Cities	Internet of Things (2022)
32035	0.92	Mrabet M.; Sliti M.	Integrating Machine Learning For The Sustainable Development Of Smart Cities	Frontiers in Sustainable Cities, 6 (2024)
35978	0.919	Dou X.; Chen W.; Zhu L.; Bai Y.; Li Y.; Wu X.	Machine Learning For Smart Cities: A Comprehensive Review Of Applications And Opportunities	International Journal of Advanced Computer Science and Applications, 14, 9 (2023)
4297	0.918	Kasubi J.W.; D.h M.; Demewez G.D.	A Review On The Internet Of Things And Big Data Analytics Based On Smart Cities	Proceedings - International Conference on Artificial Intelligence and Smart Systems, ICAIS 2021 (2021)