| Title | A Systematic Review for Smart City Data Analytics |
|---|---|
| ID_Doc | 39985 |
| Authors | Moustaka, V; Vakali, A; Anthopoulos, LG |
| Title | A Systematic Review for Smart City Data Analytics |
| Year | 2019 |
| Published | Acm Computing Surveys, 51, 5 |
| Abstract | Smart cities (SCs) are becoming highly sophisticated ecosystems at which innovative solutions and smart services are being deployed. These ecosystems consider SCs as data production and sharing engines, setting new challenges for building effective SC architectures and novel services. The aim of this article is to "connect the pieces" among Data Science and SC domains, with a systematic literature review which identifies the core topics, services, and methods applied in SC data monitoring. The survey focuses on data harvesting and data mining processes over repeated SC data cycles. A survey protocol is followed to reach both quantitative and semantically important entities. The review results generate useful taxonomies for data scientists in the SC context, which offers clear guidelines for corresponding future works. In particular, a taxonomy is proposed for each of the main SC data entities, namely, the "D Taxonomy" for the data production, the "M Taxonomy" for data analytics methods, and the "S Taxonomy" for smart services. Each of these taxonomies clearly places entities in a classification which is beneficial for multiple stakeholders and for multiple domains in urban smartness targeting. Such indicative scenarios are outlined and conclusions are quite promising for systemizing. |
Similar Articles
| ID | Score | Article |
|---|---|---|
38494
|
Sarker, IH Smart City Data Science: Towards data-driven smart cities with open research issues(2022) | |
| 45220
|
Kühne, B; Heidel, K How Could Smart Cities Use Data? - Towards a Taxonomy of Data-Driven Smart City Projects(2021) | |
| 44349
|
Gracias, JS; Parnell, GS; Specking, E; Pohl, EA; Buchanan, R Smart Cities-A Structured Literature Review(2023)Smart Cities, 6, 4 | |
| 37659
|
Srivastava, DK; Singh, A Big Data Analytics Towards a Framework for a Smart City(2018) | |
| 78853
|
Wang, J; Nguyen, DQ; Bonkalo, T; Grebennikov, O Smart governance of urban data(2021) | |
| 37742
|
Soomro, K; Bhutta, MNM; Khan, Z; Tahir, MA Smart city big data analytics: An advanced review(2019)Wiley Interdisciplinary Reviews-Data Mining And Knowledge Discovery, 9.0, 5 | |
| 45153
|
Camero, A; Alba, E Smart City and information technology: A review(2019) | |
| 79010
|
Brohi, SN; Bamiah, M; Brohi, MN Big Data In Smart Cities: A Systematic Mapping Review(2018)Journal Of Engineering Science And Technology, 13, 7 | |
| 45422
|
Perboli, G; Rosano, M A Taxonomic Analysis of Smart City Projects in North America and Europe(2020)Sustainability, 12, 18 | |
| 38988
|
Yin, CT; Xiong, Z; Chen, H; Wang, JY; Cooper, D; David, B A literature survey on smart cities(2015)Science China-Information Sciences, 58, 10 |