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References (61)
-
M. Strohbach, H. Ziekow, Vangelis Gazis, Navot Akiva (2015)
Towards a Big Data Analytics Framework for IoT and Smart City Applications -
Jesse Shapiro (2005)
Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human CapitalThe Review of Economics and Statistics, 88
-
Alex nd (2015)
Making big data work: smart, sustainable, and safe cities -
Zhicheng Liu, Biye Jiang, Jeffrey Heer (2013)
imMens: Real‐time Visual Querying of Big DataComputer Graphics Forum, 32
-
Deren Li, Jianjun Cao, Y. Yao (2015)
Big data in smart citiesScience China Information Sciences, 58
-
Roozbeh Jalali, K. El-Khatib, C. McGregor (2015)
Smart city architecture for community level services through the internet of things2015 18th International Conference on Intelligence in Next Generation Networks
-
Tatiana Lukoianova, Victoria Rubin (2014)
Veracity Roadmap: Is Big Data Objective, Truthful and Credible?Advances in Classification Research Online, 24
-
Philip Chen, Chun-Yang Zhang (2014)
Data-intensive applications, challenges, techniques and technologies: A survey on Big DataInf. Sci., 275
-
Y. Demchenko, P. Grosso, C. Laat, Peter Membrey (2013)
Addressing big data issues in Scientific Data Infrastructure2013 International Conference on Collaboration Technologies and Systems (CTS)
-
P. Meo, Emilio Ferrara, G. Fiumara, A. Provetti (2012)
On Facebook, most ties are weakCommunications of the ACM, 57
-
Gang-hoon Kim, S. Trimi, Ji-Hyong Chung (2014)
Big-data applications in the government sectorCommunications of the ACM, 57
-
D. Namiot, M. Schneps-Schneppe (2012)
Context-aware data discovery2012 16th International Conference on Intelligence in Next Generation Networks
-
A. Jara, Yann Bocchi, D. Genoud (2013)
Determining Human Dynamics through the Internet of Things2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 3
-
H. Buhl, Maximilian Röglinger, Florian Moser, Julia Heidemann (2013)
Big DataBusiness & Information Systems Engineering, 5
-
(2013)
A community white paper developed by leading researchers across the United States, http://cra.org/ccc/docs/init/bigdatawhitepaper.pdf (accessed 10 January -
Omer Tene, Jules Polonetsky (2012)
Big Data for All: Privacy and User Control in the Age of AnalyticsNorthwestern Journal of Technology and Intellectual Property, 11
-
Hong Truong, S. Dustdar (2014)
Principles of Software-Defined Elastic Systems for Big Data Analytics2014 IEEE International Conference on Cloud Engineering
-
Kaile Zhou, Chao Fu, Shanlin Yang (2016)
Big data driven smart energy management: From big data to big insightsRenewable & Sustainable Energy Reviews, 56
-
T. Kumar (2015)
E-Governance for Smart CitiesE-Governance for Smart Cities
-
Edith Bennett (1955)
Discussion, Decision, Commitment, and Consensus in "Group Decision'"Human Relations, 8
-
A. Jara, D. Genoud, Yann Bocchi (2014)
Big Data in Smart Cities: From Poisson to Human Dynamics2014 28th International Conference on Advanced Information Networking and Applications Workshops
-
(2014)
Developing and validating a citizen-centric typology for smart city services”, Government Information Quarterly, 31, S93-S105 -
Albert Domingo, B. Bellalta, Manuel Palacin, M. Oliver, E. Almirall (2013)
Public Open Sensor Data: Revolutionizing Smart CitiesIEEE Technology and Society Magazine, 32
-
Rashid Mehmood, G. Graham (2015)
Big Data Logistics: A health-care Transport Capacity Sharing Model -
(2010)
“ The smart city vision : How innovation and ICT can build smart , “ liveable ” , sustainable cities ” , Innovation Knowledge Foundation ( Think ! Report 005 / 2010 ) -
Jonathan Ward, A. Barker (2013)
Undefined By Data: A Survey of Big Data DefinitionsArXiv, abs/1309.5821
-
E. Sutherland (2014)
Lobbying and litigation in telecommunications markets – reapplying Porter’s five forcesInfo, 16
-
Z. Khan, A. Anjum, K. Soomro, M. Tahir (2013)
Towards cloud based big data analytics for smart future citiesJournal of Cloud Computing, 4
-
Rob Kitchin (2013)
The real-time city? Big data and smart urbanismGeoJournal, 79
-
M. Batty (2012)
Smart Cities, Big DataEnvironment and Planning B: Planning and Design, 39
-
A. Zanella, N. Bui, A. Castellani, L. Vangelista, M. Zorzi (2014)
Internet of Things for Smart CitiesIEEE Internet of Things Journal, 1
-
G. Perboli, A. Marco, Francesca Perfetti, M. Marone (2014)
A New Taxonomy of Smart City ProjectsTransportation research procedia, 3
-
(2014)
observatories to increase eParticipation in local flood risk management -
Yibin Li, Wenyun Dai, Zhong Ming, Meikang Qiu (2016)
Privacy Protection for Preventing Data Over-Collection in Smart CityIEEE Transactions on Computers, 65
-
U. Wehn, Jaap Evers (2015)
The social innovation potential of ICT-enabled citizen observatories to increase eParticipation in local flood risk managementTechnology in Society, 42
-
I. Hashem, Ibrar Yaqoob, N. Anuar, Salimah Mokhtar, A. Gani, S. Khan (2015)
The rise of "big data" on cloud computing: Review and open research issuesInf. Syst., 47
-
R. Downs (2013)
Scientific Data Infrastructure: Research Opportunities and Challenges -
Jingran Li, F. Tao, Ying Cheng, Lian Zhao (2015)
Big Data in product lifecycle managementThe International Journal of Advanced Manufacturing Technology, 81
-
Sheshadri Chatterjee, A. Kar (2015)
Smart Cities in developing economies: A literature review and policy insights2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI)
-
M. Roscia, M. Longo, G. Lazaroiu (2013)
Smart City by multi-agent systems2013 International Conference on Renewable Energy Research and Applications (ICRERA)
-
G. Kuk, M. Janssen (2011)
The Business Models and Information Architectures of Smart CitiesJournal of Urban Technology, 18
-
J. Tien (2013)
Big Data: Unleashing informationJournal of Systems Science and Systems Engineering, 22
-
P. Ballon, D. Schuurman (2015)
Living Labs: Concepts, Tools and CasesInfo, 17
-
M. Rathore, Anand Paul, Awais Ahmad, Su-Ryun Rho (2016)
Urban planning and building smart cities based on the Internet of Things using Big Data analyticsComput. Networks, 101
-
K. Waterman, P. Bruening (2014)
Big Data analytics: risks and responsibilitiesInternational Data Privacy Law, 4
-
G. Kemp, Genoveva Vargas-Solar, Catarina Silva, P. Ghodous, C. Collet, Pedropablo Amaya (2015)
Towards Cloud Big Data Services for Intelligent Transport Systems -
M. Assunção, R. Calheiros, S. Bianchi, M. Netto, R. Buyya (2013)
Big Data computing and clouds: Trends and future directionsJ. Parallel Distributed Comput., 79-80
-
Yourong Chen, Zhangquan Wang, Tiaojuan Ren, Hexin Lv (2015)
Lifetime Optimization Algorithm with Mobile Sink Nodes for Wireless Sensor Networks Based on Location InformationInternational Journal of Distributed Sensor Networks, 11
-
P. Lombardi, S. Giordano, H. Farouh, Wael Yousef (2012)
Modelling the smart city performanceInnovation: The European Journal of Social Science Research, 25
-
Hafedh Chourabi, Taewoo Nam, Shawn Walker, José Gil-García, Sehl Mellouli, Karine Nahon, T. Pardo, H. Scholl (2012)
Understanding Smart Cities: An Integrative Framework2012 45th Hawaii International Conference on System Sciences
-
S. Graaf, Carina Veeckman (2014)
Designing for participatory governance: assessing capabilities and toolkits in public service deliveryInfo, 16
-
J. Stankovic (2014)
Research Directions for the Internet of ThingsIEEE Internet of Things Journal, 1
-
Xiaoguang Niu, Ying Zhu, Qingqing Cao, Xining Zhang, Wei Xie, Kun Zheng (2015)
An Online-Traffic-Prediction Based Route Finding Mechanism for Smart CityInternational Journal of Distributed Sensor Networks, 11
-
W. Dutton (2014)
Putting things to work: social and policy challenges for the Internet of thingsInfo, 16
-
Jungwoo Lee, Hyejung Lee (2014)
Developing and validating a citizen-centric typology for smart city servicesGov. Inf. Q., 31
-
Kehua Su, J. Li, Hongbo Fu (2011)
Smart city and the applications2011 International Conference on Electronics, Communications and Control (ICECC)
-
Z. Khan, Zeeshan Pervez, Abdul Abbasi (2014)
Towards Cloud Based Smart Cities Data Security and Privacy Management2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing
-
S. Kaisler, F. Armour, J. Espinosa, W. Money (2013)
Big Data: Issues and Challenges Moving Forward2013 46th Hawaii International Conference on System Sciences
-
Elcio Tachizawa, M. Alvarez-Gil, María Montes-Sancho (2015)
How “smart cities” will change supply chain managementSupply Chain Management, 20
-
10.1007/978-981-287-287-6_1
-
J. Koh, Marcus Sak, H. Tan, Huiguang Liang, Fachmin Folianto, Tony Quek (2015)
Efficient data retrieval for large-scale smart city applications through applied Bayesian inference2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)
- Publisher
- Emerald Publishing
- Copyright
- Copyright © Emerald Group Publishing Limited
- ISSN
- 1463-6697
- DOI
- 10.1108/info-03-2016-0012
- Publisher site
- See Article on Publisher Site
Abstract
PurposeBig Data has become crucial for fulfilling the vision of smart cities; however, there are several challenges associated with its use. This study aims to provide a holistic view of challenges of using Big Data in smart cities and the solutions to deal with them by systematically selecting, reviewing and synthesizing the literature in this area.Design/methodology/approachA systematic literature review was conducted by following a rigorous search protocol that identified a total of 310 peer-reviewed academic research papers. These papers were subsequently filtered and finally 38 relevant papers were selected.FindingsA number of major challenges (human dynamics, privacy, security, volume, velocity, variety, veracity and value) associated with Big Data in a smart city and the respective solutions to address them were identified. This study primarily contributes in providing the process of effectively managing Big Data in smart cities.Practical implicationsThe study provides valuable information to the Big Data practitioners by illustrating the process of effective management of Big Data in smart cities. This study further provides the directions to the future researchers.Originality/valueThe study is original and is based on the existing literature and its interpretation.
Journal
Info – Emerald Publishing
Published: Jun 13, 2016