Smart City Gnosys

Smart city article details

Title	Big Data And Iot-Based Applications In Smart Environments: A Systematic Review
ID_Doc	12049
Authors	Hajjaji Y.; Boulila W.; Farah I.R.; Romdhani I.; Hussain A.
Year	2021
Published	Computer Science Review, 39
DOI	http://dx.doi.org/10.1016/j.cosrev.2020.100318
Abstract	This paper reviews big data and Internet of Things (IoT)-based applications in smart environments. The aim is to identify key areas of application, current trends, data architectures, and ongoing challenges in these fields. To the best of our knowledge, this is a first systematic review of its kind, that reviews academic documents published in peer-reviewed venues from 2011 to 2019, based on a four-step selection process of identification, screening, eligibility, and inclusion for the selection process. In order to examine these documents, a systematic review was conducted and six main research questions were answered. The results indicate that the integration of big data and IoT technologies creates exciting opportunities for real-world smart environment applications for monitoring, protection, and improvement of natural resources. The fields that have been investigated in this survey include smart environment monitoring, smart farming/agriculture, smart metering, and smart disaster alerts. We conclude by summarizing the methods most commonly used in big data and IoT, which we posit to serve as a starting point for future multi-disciplinary research in smart cities and environments. © 2020 Elsevier Inc.
Author Keywords	Big data; Deep Learning; Internet of Things (IoT); Smart environment applications; Systematic review

Similar Articles

Id	Similarity	Authors	Title	Published
31118	0.941	Saeed N.; Malik H.; Naeem A.; Bashir U.	Incorporating Big Data And Iot In Intelligent Ecosystems: State-Of-The-Arts, Challenges And Opportunities, And Future Directions	Multimedia Tools and Applications, 83, 7 (2024)
55978	0.905	Bibri S.E.	The Iot And Big Data Analytics For Smart Sustainable Cities: Enabling Technologies And Practical Applications	Advances in Science, Technology and Innovation (2020)
32925	0.898	Farhaoui Y.; Bhushan B.; Sindhwani N.; Anand R.; Imoize A.L.; Verma A.	Internet Of Things And Big Data Analytics For A Green Environment	Internet of Things and Big Data Analytics for a Green Environment (2024)
8624	0.898	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)
4297	0.894	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)
55007	0.892	Rejeb A.; Rejeb K.; Simske S.; Treiblmaier H.; Zailani S.	The Big Picture On The Internet Of Things And The Smart City: A Review Of What We Know And What We Need To Know	Internet of Things (Netherlands), 19 (2022)
48448	0.892	Zeng F.; Pang C.; Tang H.	Sensors On Internet Of Things Systems For The Sustainable Development Of Smart Cities: A Systematic Literature Review	Sensors, 24, 7 (2024)
47019	0.89	Al-Ali A.R.; Gupta R.; Zualkernan I.; Das S.K.	Role Of Iot Technologies In Big Data Management Systems: A Review And Smart Grid Case Study	Pervasive and Mobile Computing, 100 (2024)
316	0.888	Ouafiq E.M.; Saadane R.; Chehri A.; Wahbi M.	6G Enabled Smart Environments And Sustainable Cities: An Intelligent Big Data Architecture	IEEE Vehicular Technology Conference, 2022-June (2022)
33588	0.888	Talebkhah, M; Sali, A; Marjani, M; Gordan, M; Hashim, SJ; Rokhani, FZ	Iot And Big Data Applications In Smart Cities: Recent Advances, Challenges, And Critical Issues	IEEE ACCESS, 9 (2021)