arrow
Return

Smart Cities and Big Data Analytics: A Data-Driven Decision-Making Use Case

delete2021-02-28
delete29
delete
OA
AI
A
Ahmed M. Shahat Osman *
A
Ahmed Elragal
DOI:10.3390/smartcities4010018delete
deleteOriginal
deleteShare
deleteSave
View PDF
Abstract

Abstract

En 中文
Interest in smart cities (SCs) and big data analytics (BDA) has increased in recent years, revealing the bond between the two fields. An SC is characterized as a complex system of systems involving various stakeholders, from planners to citizens. Within the context of SCs, BDA offers potential as a data-driven decision-making enabler. Although there are abundant articles in the literature addressing BDA as a decision-making enabler in SCs, mainstream research addressing BDA and SCs focuses on either the technical aspects or smartening specific SC domains. A small fraction of these articles addresses the proposition of developing domain-independent BDA frameworks. This paper aims to answer the following research question: how can BDA be used as a data-driven decision-making enabler in SCs? Answering this requires us to also address the traits of domain-independent BDA frameworks in the SC context and the practical considerations in implementing a BDA framework for SCs' decision-making. This paper's main contribution is providing influential design considerations for BDA frameworks based on empirical foundations. These foundations are concluded through a use case of applying a BDA framework in an SC's healthcare setting. The results reveal the ability of the BDA framework to support data-driven decision making in an SC.
Keywords:
big data analytics
smart cities
data-driven decision making
use case
voice of patients
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

Smart Cities cover
Smart Cities
IF:
5.5
Papers:
955
Citations:
3.0K

Organization

L
Lulea University of Technology
Scholars:
4.1K
Papers: 4.9K
Citations: 7.1K
Cited Papers

Cited Papers

Overlap between CD23 and CD200 in leukemic lymphoproliferative disorders
err2022-01-09
err0
PREAI
errNadia Güell; Jordi Junca; Minerva Raya; Sara Vergara; Marc Sorigue
errShare
errSave
Screening for adiponectin receptor agonists and their metabolites in urine and dried blood spots
err2017-12-01
err0
errOAAI
errJosef Dib; Laura Tretzel; Thomas Piper; Andreas Lagojda; Dirk Kuehne; Wilhelm Schänzer; Mario Thevis
errShare
errSave
Yelp Reviews Of Hospital Care Can Supplement And Inform Traditional Surveys Of The Patient Experience Of Care
err2016-04-01
err185
errOAAI
errRanard, Benjamin L.; Werner, Rachel M.; Antanavicius, Tadas; Schwartz, H. Andrew; Smith, Robert J.; Meisel, Zachary F.; Asch, David A.; Ungar, Lyle H.; Merchant, Raina M.
errShare
errSave
Automated online dried blood spot sample preparation and detection of anabolic steroid esters for sports drug testing
err2022-02-21
err0
PREAI
errJing Jing; Yuanhong Shan; Zhao Liu; Hui Yan; Ping Xiang; Peijie Chen; Xin Xu
errShare
errSave
Use of Sentiment Analysis for Capturing Patient Experience From Free-Text Comments Posted Online
err2013-11-01
err209
errOAAI
errGreaves, Felix; Ramirez-Cano, Daniel; Millett, Christopher; Darzi, Ara; Donaldson, Liam
errShare
errSave
From big data to smart energy services: An application for intelligent energy management
err2020-09-01
err81
PREAI
errMarinakis, Vangelis; Doukas, Haris; Tsapelas, John; Mouzakitis, Spyros; Sicilia, Alvaro; Madrazo, Leandro; Sgouridis, Sgouris
errShare
errSave
Big Data and government: Evidence of the role of Big Data for smart cities
err2019-04-23
err24
errOAAI
errHong, Sounman; Kim, Sun Hyoung; Kim, Youngrok; Park, Jeongin
errShare
errSave
Interoperable Open Specifications Framework for the Implementation of Standardized Urban Platforms
errSENSORS
IF3.5
err2020-04-23
err23
errOAAI
errHernandez, Jose L.; Garcia, Ruben; Schonowski, Joachim; Atlan, Daniel; Chanson, Guillaume; Ruohomaki, Timo
errShare
errSave
Design science in Information Systems research
err2004-01-01
err7.7K
PREAI
errHevner, AR; March, ST; Park, J; Ram, S
errShare
errSave
researcher View more