Data Science Process for Smart Cities

Author:

Estrada Elsa1,Martínez Vargas Martha Patricia2

Affiliation:

1. CUCEI, Universidad de Guadalajara, Mexico

2. CUCEA, Universidad de Guadalajara, Mexico

Abstract

Smart cities have been proposed as information technology strategies to generate solutions for the benefit of large cities to improve their quality of life, through phenomena identification tools that use artificial intelligence. Some work has been aimed at developing the infrastructure for monitoring events and the Internet of things, others merely on data analytics without an application system context. This work cites various investigations on data science processes of the smart cities and reports some of its works whose main topics are planning for the start of a smart city, the framework for the analysis of smart cities, and smart cities big data algorithms for sensors location. In these cases, the experiences in these cases are described as well as the trend towards a new process with the form of monitoring-analysis-evaluation-found pattern-driving object-decision-making and the future of smart cities is finally discussed.

Publisher

IGI Global

Reference54 articles.

1. Process Mining

2. Establishing Efficient Governance through Data-Driven e-Government. In;E.Agbozo;Conference 11th International Conference on Theory and Practice of Electronic Governance,2018

3. Enhancing sustainable urban development through smart city applications

4. Reality mining and predictive analytics for building smart applications

5. Badr, B., Benahmed, M., Abdes-samed, B., & Ouardouz, M. (2016). Ranking models of smart cities. In 2016 4th IEEE International Colloquium on Information Science and Technology (CiSt) (pp. 872-879). Tangier, Morocco: IEEE.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3