Document
A sustainable development neural network model for big data in smart cities.
Identifier
DOI: 10.1016/j.procs.2022.04.057
Source
Procedia Computer Science. v. 202, p. 408-413
Contributors
Khan, Asharul Islam., Author
Country
Netherlands.
City
Amsterdam
Publisher
Elsevier B.V.
Gregorian
2022-01-01
Language
English
English abstract
The study aims to prepare a neural network model considering predictor variables such as big data in urban planning, effective governance, resource management, and knowledge based economy for sustainable development in smart cities. A sample of 212 survey responses was collected randomly from Oman and analysed in a neural network model. The predictors' contributing to sustainable development in smart cities are big data in knowledge based economy (.299), big data in governance (.251), big data in urban planning (.225), and big data in resource management (.224). Overall the neural network model consisting of predictors' was able to predict 60.0% correctly during training and 72.6% during testing for sustainable development in smart cities.
ISSN
1877-0509
Category
Journal articles