Research Article
Role of Machine Learning and Big Data in Progress of Smart City
@INPROCEEDINGS{10.4108/eai.27-2-2020.2303114, author={Hiba Iftikhar and Ranjit Biswas}, title={Role of Machine Learning and Big Data in Progress of Smart City}, proceedings={Proceedings of the 2nd International Conference on ICT for Digital, Smart, and Sustainable Development, ICIDSSD 2020, 27-28 February 2020, Jamia Hamdard, New Delhi, India}, publisher={EAI}, proceedings_a={ICIDSSD}, year={2021}, month={3}, keywords={big data internet of things machine learning smart city}, doi={10.4108/eai.27-2-2020.2303114} }- Hiba Iftikhar
Ranjit Biswas
Year: 2021
Role of Machine Learning and Big Data in Progress of Smart City
ICIDSSD
EAI
DOI: 10.4108/eai.27-2-2020.2303114
Abstract
There are lot of problems in implementing smart cities because of large number of people with diverse and varied prerequisite. This paper offers and studies the angles and impact of big data and machine learning as approach for smart cities organization and growth. The problems of smart cities cannot be solved without the consideration of Big data in smart cities but due to lack of mechanism and knowledge most of the data is wasted and the benefit which could have been be derived from the data are lost. This study aims review applications of big data and machine learning to support smart cities. It finds the advantages in considering of big data and machine learning in developing of smart cities and in understanding its role and its challenges .This paper reviews that there are various chances for the collection and utilization of big data collected from smart cities but there are also challenges in using this data for the betterment of the cities.
