| Title | Smart cities with big data: Reference models, challenges, and considerations |
|---|---|
| ID_Doc | 43470 |
| Authors | Lim, C; Kim, KJ; Maglio, PP |
| Title | Smart cities with big data: Reference models, challenges, and considerations |
| Year | 2018 |
| Published | |
| Abstract | Cities worldwide are attempting to transform themselves into smart cities. Recent cases and studies show that a key factor in this transformation is the use of urban big data from stakeholders and physical objects in cities. However, the knowledge and framework for data use for smart cities remain relatively unknown. This paper reports findings from an analysis of various use cases of big data in cities worldwide and the authors' four projects with government organizations toward developing smart cities. Specifically, this paper classifies the urban data use cases into four reference models and identifies six challenges in transforming data into information for smart cities. Furthermore, building upon the relevant literature, this paper proposes five considerations for addressing the challenges in implementing the reference models in real-world applications. The reference models, challenges, and considerations collectively form a framework for data use for smart cities. This paper will contribute to urban planning and policy development in the modem data-rich economy. |
| https://doi.org/10.1016/j.cities.2018.04.011 |
Similar Articles
| ID | Score | Article |
|---|---|---|
38651
|
Al Nuaimi, E; Al Neyadi, H; Mohamed, N; Al-Jaroodi, J Applications of big data to smart cities(2015) | |
| 78853
|
Wang, J; Nguyen, DQ; Bonkalo, T; Grebennikov, O Smart governance of urban data(2021) | |
| 39373
|
Alshawish, RA; Alfagih, SAM; Musbah, MS Big Data Applications in Smart Cities(2016) | |
| 37659
|
Srivastava, DK; Singh, A Big Data Analytics Towards a Framework for a Smart City(2018) | |
| 37769
|
Honarvar, AR; Sami, A Multi-source dataset for urban computing in a Smart City(2019) | |
| 40668
|
Abdelrahman, Y; Hajek, P; Lubica, H Research trends in the application of big data in smart cities-A literature review(2023)Canadian Journal Of Administrative Sciences-Revue Canadienne Des Sciences De L Administration, 40, 3 | |
| 43962
|
Lu, YZ; Xie, HY; Zain, SA; Xu, ZB Geographic Information Systems and Big Data Driven Framework for Planning and Design of Smart Cities(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 | |
| 45214
|
Joglekar, P; Kulkarni, V Data oriented view of a Smart City A Big Data Approach(2017) | |
| 42799
|
Nica, E; Konecny, V; Poliak, M; Kliestik, T Big Data Management Of Smart Sustainable Cities: Networked Digital Technologies And Automated Algorithmic Decision-Making Processes(2020)Management Research And Practice, 12, 2 |