Abstract
This study aims at providing a literature review of big data, the Internet of Things, and Smart cities research using SCOPUS, which is considered as the largest abstract and citation database of peer-reviewed literature. The research identified 143 relevant papers. The analyses of distribution of papers by year of publication, subject area, country, type, top 10 authors, and source are presented and discussed. A research agenda for future research is provided.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
United Nations, World Urbanization Prospects: The 2014 Revision, Highlights (ST/ESA/SER.A/352) (United Nations, Department of Economic and Social Affairs, Population Division, 2014)
A. Sarkar, Significance of smart cities in 21st Century: an international business perspective FOCUS. J. Int. Bus. 2(2) (2016).
L. Zhuhadar et al., The next wave of innovation—review of smart cities intelligent operation systems. Comput. Hum. Behav. 66, 273–281 (2017)
G. Graham, Smart cities and operations management. Prod. Plan. Control 27(6), 431–432 (2016)
M. Kumar et al., How will smart city production systems transform supply chain design: a product-level investigation. Int. J. Prod. Res. 54(23), 7181–7192 (2016)
R.G. Hollands, Will the real smart city please stand up? City 12(3), 303–320 (2008)
Z. Liu, Research on the Internet of Things and the development of smart city industry based on big data. Clust. Comput. 21, 789–795 (2017)
I.A.T. Hashem et al., The role of big data in smart city. Int. J. Inf. Manag. 36(5), 748–758 (2016)
B. Ahlgren, M. Hidell, E.C.H. Ngai, Internet of things for smart cities: interoperability and open data. IEEE Internet Comput. 20(6), 52–56 (2016)
B. Nathali Silva, M. Khan, K. Han, Big data analytics embedded smart city architecture for performance enhancement through real-time data processing and decision-making. Wirel. Commun. Mob. Comput. 2017, 12 (2017)
R.K.R. Kummitha, N. Crutzen, How do we understand smart cities? An evolutionary perspective. Cities 67, 43–52 (2017)
F.J. Riggins, S. Fosso Wamba, in Research Directions on the Adoption, Usage, and Impact of the Internet of Things Through the Use of Big Data Analytics. 48th Hawaii International Conference on System Sciences, 2015, Hawaii, USA
E.W.T. Ngai, F.K.T. Wat, A literature review and classification of electronic commerce research. Inf. Manag. 39(5), 415–429 (2002)
S. Fosso Wamba, A. Anand, L. Carter, A literature review of RFID-enabled healthcare applications and issues. Int. J. Inf. Manag. 33(5), 875–891 (2013)
Scopus. About scopus. 2017 [cited 2017 June 18], https://www.elsevier.com/solutions/scopus
A.R. Honarvar, A. Sami, Extracting usage patterns from power usage data of homes’ appliances in smart home using big data platform. Int. J. Inf. Technol. Web. Eng. 11(2), 39–50 (2016)
S. Schatzinger, C.Y.R. Lim, Taxi of the future: big data analysis as a framework for future Urban fleets in smart cities, in Smart and Sustainable Planning for Cities and Regions (Springer, Cham, 2017), pp. 83–98
A.J. Jara, Y. Bocchi, D. Genoud, in Determining Human Dynamics Through the Internet of Things (IEEE, 2013)
Q. Zhang et al., A case study of sensor data collection and analysis in smart city: provenance in smart food supply chain. Int. J. Distrib. Sens. Netw. 9, 382132 (2013)
J.P. Agudelo, H.E.C. Barrera, in Approach for a Congestion Charges System Supported on Internet of Things (IEEE Computer Society, 2014)
A. Amato, B. Di Martino, S. Venticinque, in Big Data Processing for Pervasive Environment in Cloud Computing (Institute of Electrical and Electronics Engineers Inc., 2014)
Z. Chen et al., A novel framework of data sharing and fusion in smart city-SCLDF. Jisuanji Yanjiu yu Fazhan. Comput. Res. Dev. 51(2), 290–301 (2014)
M. Fazio, A. Puliafito, M. Villari, IoT4S: a new architecture to exploit sensing capabilities in smart cities. Int. J. Web Grid Serv. 10(2-3), 114–138 (2014)
J.A. Galache et al., in ClouT: Leveraging Cloud Computing Techniques for Improving Management of Massive IoT Data (Institute of Electrical and Electronics Engineers Inc., 2014)
A.J. Jara, Y. Bocchi, D. Genoud, in Social Internet of Things: The Potential of the Internet of Things for Defining Human Behaviours (Institute of Electrical and Electronics Engineers Inc., 2014).
A.J. Jara, D. Genoud, Y. Bocchi, in Short Paper: Sensors Data Fusion for Smart Cities with KNIME: A Real Experience in the SmartSantander Testbed (IEEE Computer Society, 2014)
A.J. Jara, D. Genoud, Y. Bocchi, in Big Data in Smart Cities: From Poisson to Human Dynamics (IEEE Computer Society, 2014)
M.N. Kamel Boulos, N.M. Al-Shorbaji, On the Internet of Things, smart cities and the WHO Healthy Cities. Int. J. Health Geogr. 13, 10 (2014)
D. Li, Y. Yao, Z. Shao, Big data in smart city. Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University 39(6), 631–640 (2014)
T.H. Nguyen, V. Nunavath, A. Prinz, Big data metadata management in smart grids, in Studies in Computational Intelligence (Springer, Berlin, 2014), pp. 189–214
K.E. Skouby, P. Lynggaard, in Smart Home and Smart City Solutions Enabled by 5G, IoT, AAI and CoT Services (Institute of Electrical and Electronics Engineers Inc., 2014)
S.K. Sowe et al., in Managing Heterogeneous Sensor Data on a Big Data Platform: IoT Services for Data-Intensive Science (Institute of Electrical and Electronics Engineers Inc., 2014)
A. Vakali, L. Anthopoulos, S. Krco, in Smart Cities Data Streams Integration: Experimenting with Internet of Things and Social Data Flows (Association for Computing Machinery, 2014)
J. Van De Pas, G.J. Van Bussel, in ‘Privacy Lost - and Found?’ Some Aspects of Regaining Citizens’ Privacy by Means of PET in the Age of ‘Data’ (Academic Conferences and Publishing International Limited, 2014)
E. van der Zee, H. Scholten, Spatial dimensions of big data: application of geographical concepts and spatial technology to the internet of things, in Studies in Computational Intelligence (Springer, Berlin, 2014), pp. 137–168
S. Andreev et al., in 15th International Conference on Next Generation Networks and Systems, NEW2AN 2015 and 8th Conference on Internet of Things, Smart Spaces, ruSMART 2015, ed. by S. Andreev et al. (Springer, 2015), pp. 1–800
F. Archetti, I. Giordani, A. Candelieri, Data science and environmental management in smart cities. Environ. Eng. Manag. J. 14(9), 2095–2102 (2015)
J. Balicki et al., in Collective Citizens’ Behavior Modelling with Support of the Internet of Things and Big Data (Institute of Electrical and Electronics Engineers Inc., 2015)
L. Belli et al., in An Open-Source Cloud Architecture for Big Stream IoT Applications, ed. by M. Serrano, I.P. Zarko, K. Pripuzic (Springer, 2015), pp. 73–88
D. Bonino et al., in ALMANAC: Internet of Things for Smart Cities (Institute of Electrical and Electronics Engineers Inc., 2015)
P. Brous, M. Janssen, in A Systematic Review of Impediments Blocking Internet of Things Adoption by Governments, ed. by W. Lamersdorf et al. (Springer, 2015), pp. 81–94
B. Cheng et al., in Building a Big Data Platform for Smart Cities: Experience and Lessons from Santander (Institute of Electrical and Electronics Engineers Inc., 2015)
N. Cherifi et al., in Energy Consumption of Networked Embedded Systems (Institute of Electrical and Electronics Engineers Inc., 2015)
J.P. Exner, How smart should planning and cities be in the future? gis.Science - Die Zeitschrift fur Geoinformatik 1, 1–10 (2015)
C. Formisano et al., in The Advantages of IoT and Cloud Applied to Smart Cities: ClouT User Scenarios and Reference Architecture (Institute of Electrical and Electronics Engineers Inc., 2015)
J. Gao, L. Lei, S. Yu, in Big Data Sensing and Service: A Tutorial (Institute of Electrical and Electronics Engineers Inc., 2015)
D. Hill, The street as platform: how digital dynamics shape the physical city. Archit. Des. 85(4), 62–67 (2015)
R. Jalali, K. El-Khatib, C. McGregor, in Smart City Architecture for Community Level Services Through the Internet of Things (Institute of Electrical and Electronics Engineers Inc., 2015)
A.J. Jara, D. Genoud, Y. Bocchi, Big data for smart cities with KNIME a real experience in the SmartSantander testbed. Softw.: Pract. Exp. 45(8), 1145–1160 (2015)
C. Kan et al., in Mobile Sensing and Network Analytics for Realizing Smart Automated Systems Towards Health Internet of Things (IEEE Computer Society, 2015)
A. Krylovskiy, M. Jahn, E. Patti, in Designing a Smart City Internet of Things Platform with Microservice Architecture (Institute of Electrical and Electronics Engineers Inc., 2015)
B.N. Lee et al., in Korean Experiences and Lessons Learned from Standardization Framework Activities (Portland State University, 2015)
D. Li, in Big Data in Smart City, ed. by Y.J. Zhang (Springer, 2015)
D.R. Li, J.J. Cao, Y. Yao, Big data in smart cities. SCIENCE CHINA Inf. Sci. 58(10), 1–12 (2015)
W. Li, P. Wang, K. Yang, in Visualizing City Events on Search Engine: Tword the Search Infrustration for Smart City (Institute of Electrical and Electronics Engineers Inc., 2015)
P. Lynggaard, K.E. Skouby, Deploying 5G-technologies in smart city and smart home wireless sensor networks with interferences. Wirel. Pers. Commun. 81(4), 1399–1413 (2015)
A. Medvedev et al., in Reporting Road Problems in Smart Cities Using OpenIoT Framework, ed. by M. Serrano, I. P. Zarko, K. Pripuzic (Springer, Cham, 2015), pp. 169–182
M.V. Moreno, A.F. Skarmeta, A.J. Jara, in How to Intelligently Make Sense of Real Data of Smart Cities (Institute of Electrical and Electronics Engineers Inc., 2015)
N. Narendra et al., in Goal-Driven Context-Aware Data Filtering in IoT-Based Systems (Institute of Electrical and Electronics Engineers Inc., 2015)
M.M. Rathore, A. Ahmad, A. Paul, in Big Data and Internet of Things: An Asset for Urban Planning (Association for Computing Machinery, 2015)
F. Shahzad, T.R. Sheltami, in An Efficient MAC Scheme in Wireless Sensor Network with Energy Harvesting (EHWSN) for Cloud Based Applications (IEEE Computer Society, 2015)
M. Strohbach et al., Towards a big data analytics framework for IoT and smart city applications, in Modeling and optimization in science and technologies (Springer, Cham, 2015), pp. 257–282
B. Tang et al., in A Hierarchical Distributed Fog Computing Architecture for Big Data Analysis in Smart Cities (Association for Computing Machinery, 2015)
H. Wang, in Sensing Information Modelling for Smart City (Institute of Electrical and Electronics Engineers Inc., 2015)
Y. Zhu, J. Zuo, Research on security construction of smart city. Int. J. Smart Home 9(8), 197–204 (2015)
A. Ahmad et al., in Defining Human Behaviors Using Big Data Analytics in Social Internet of Things (Institute of Electrical and Electronics Engineers Inc., 2016)
F. Alam et al., in Analysis of Eight Data Mining Algorithms for Smarter Internet of Things (IoT) (Elsevier B.V., 2016)
A. Alkhamisi, M.S.H. Nazmudeen, S.M. Buhari, in A Cross-Layer Framework for Sensor Data Aggregation for IoT Applications in Smart Cities (Institute of Electrical and Electronics Engineers Inc., 2016)
A. Alshami, W. Guo, G. Pogrebna, in Fuzzy Partition Technique for Clustering Big Urban Dataset (Institute of Electrical and Electronics Engineers Inc., 2016)
A. Amato et al., in A Cyber Physical System of Smart Micro-Grids (Institute of Electrical and Electronics Engineers Inc., 2016)
M. Bawa et al., in Importance of Internet of Things and Big Data in Building Smart City and What Would Be Its Challenges, ed. by V. Krutilova et al. (Springer, Cham, 2016), pp. 605–616
D.C. Bogatinoska et al., in Advanced Sensing and Internet of Things in Smart Cities (Institute of Electrical and Electronics Engineers Inc., 2016)
G. Cerruela García, I. Luque Ruiz, M. Gómez-Nieto, State of the art, trends and future of bluetooth low energy, near field communication and visible light communication in the development of smart cities. Sensors (Basel) 16(11), E1968 (2016)
C.I. Chang, C.C. Lo, Planning and implementing a smart city in Taiwan. IT Prof. 18(4), 42–49 (2016)
Y.Y. Chang, C.Y. Yu, L.T. Lee, in Research of Vehicle-Mounted Detection and Collision Avoidance System Based on Dedicated Short Range Communications (Institute of Electrical and Electronics Engineers Inc., 2016)
N. Chen et al., in Dynamic Urban Surveillance Video Stream Processing Using Fog Computing (Institute of Electrical and Electronics Engineers Inc., 2016)
B.C. Chifor, I. Bica, V.V. Patriciu, Sensing service architecture for smart cities using social network platforms. Soft. Comput. 21, 4513–4522 (2016)
C. Costa, M.Y. Santos, in BASIS: A Big Data Architecture for Smart Cities (Institute of Electrical and Electronics Engineers Inc., 2016)
S.K. Datta et al., in OneM2M Architecture Based IoT Framework for Mobile Crowd Sensing in Smart Cities (Institute of Electrical and Electronics Engineers Inc., 2016)
M. Díaz, C. Martín, B. Rubio, State-of-the-art, challenges, and open issues in the integration of Internet of things and cloud computing. J. Netw. Comput. Appl. 67, 99–117 (2016)
S. Dupont et al., in Bringing Dynamics to IoT Services with Cloud and Semantic Technologies: An Innovative Approach for Enhancing IoT Based Services (SciTePress, 2016)
T. Fendley, What next for legible cities: an assessment of the potential future for urban wayfinding. Inf. Des. J. 22(2), 165–171 (2016)
A. Giordano, G. Spezzano, A. Vinci, in Smart Agents and Fog Computing for Smart City Applications, ed. by E. Alba, F. Chicano, G. Luque (Springer, Cham, 2016), pp. 137–146
V.H. González-Jaramillo, in Tutorial: Internet of Things and the Upcoming Wireless Sensor Networks Related with the Use of Big Data in Mapping Services; Issues of Smart Cities (Institute of Electrical and Electronics Engineers Inc., 2016)
A. Gupta et al., Comparitive study on big data architectures proposed for smart cities context. Int. J. Pharm. Technol. 8(4), 25440–25451 (2016)
V. Hans, P.S. Sethi, J. Kinra, in An Approach to IoT Based Car Parking and Reservation System on Cloud (Institute of Electrical and Electronics Engineers Inc., 2016)
J. Huang, M.D. Seck, A. Gheorghe, in Towards Trustworthy Smart Cyber-Physical-Social Systems in the Era of Internet of Things (Institute of Electrical and Electronics Engineers Inc., 2016)
F.D. Hudson, E.W. Nichols, The internet of things and cognitive computing, in Handbook of Statistics, ed. by V. N. Gudivada et al. (Elsevier B.V., Amsterdam, 2016), pp. 341–373
B. Javed et al., in A Provenance Framework for Policy Analytics in Smart Cities (SciTe Press, 2016)
E. Kühn, Reusable coordination components: reliable development of cooperative information systems. Int. J. Coop. Inf. Syst. 25(4), 1740001 (2016)
V. Kupriyanovsky et al., in On the Digital Economy (CEUR-WS, 2016)
J. Lanza et al., Managing large amounts of data generated by a Smart City internet of things deployment. Int. J. Semant. Web Inf. Syst. 12(4), 22–42 (2016)
B.P.L. Lau et al., in Spatial and Temporal Analysis of Urban Space Utilization with Renewable Wireless Sensor Network (Association for Computing Machinery, Inc., 2016)
V.J. Lawson, L. Ramaswamy, in TAU-FIVE: A Multi-Tiered Architecture for Data Quality and Energy-Sustainability in Sensor Networks (Institute of Electrical and Electronics Engineers Inc., 2016)
L. Lenz et al., in How Will the Internet of Things and Big Data Analytics Impact the Education of Learning-Disabled Students? A Concept Paper (Institute of Electrical and Electronics Engineers Inc., 2016)
D. Li, Towards geo-spatial information science in big data era. Acta Geodaet. Cartographica Sin. 45(4), 379–384 (2016)
J. Lloret et al., An integrated IoT architecture for smart metering. IEEE Commun. Mag. 54(12), 50–57 (2016)
Z. Lv et al., Virtual reality smart city based on WebVRGIS. IEEE Internet Things J. 3(6), 1015–1024 (2016)
M. May, in Towards Industrial Machine Intelligence, ed. by B. Bringmann et al. (Springer, 2016), p. XVII
M. Mazhar Rathore, A. Ahmad, A. Paul, in IoT-Based Smart City Development Using Big Data Analytical Approach (Institute of Electrical and Electronics Engineers Inc., 2016)
A. Medvedev et al., in Storing and Indexing IoT Context for Smart City Applications, ed. by O. Galinina, Y. Koucheryavy, S. Balandin (Springer, Cham, 2016), pp. 115–128
G. Merlino et al., in Software Defined Cities: A Novel Paradigm for Smart Cities Through IoT Clouds (Institute of Electrical and Electronics Engineers Inc., 2016)
M.V. Moreno et al., in Applicability of Big Data Techniques to Smart Cities Deployments (IEEE Transactions on Industrial Informatics, 2016), pp. 800–809
V. Moreno-Cano, F. Terroso-Saenz, A.F. Skarmeta-Gomez, in Big Data for IoT Services in Smart Cities (Institute of Electrical and Electronics Engineers Inc., 2016)
D. Namiot, M. Sneps-Sneppe, in On Internet of Things Programming Models, ed. by K. E. Samouylov et al. (Springer, Cham, 2016), pp. 13–24
E. Patti, A. Acquaviva, in IoT Platform for Smart Cities: Requirements and Implementation Case Studies (Institute of Electrical and Electronics Engineers Inc., 2016)
A. Paul et al., Smartbuddy: defining human behaviors using big data analytics in social internet of things. IEEE Wirel. Commun. 23(5), 68–74 (2016)
S. Pirttikangas et al., in Experiences with Smart City Traffic Pilot (Institute of Electrical and Electronics Engineers Inc., 2016)
E. Psomakelis et al., in Big IoT and Social Networking Data for Smart Cities: Algorithmic Improvements on Big Data Analysis in the Context of RADICAL City Applications (SciTe Press, 2016)
M.M. Rathore et al., Urban planning and building smart cities based on the internet of things using big data analytics. Comput. Netw. 101, 63–80 (2016)
S. Ristov et al., in Is the Computer Science Curriculum Ready to Teach Students Towards Hardwarizing? (IEEE Computer Society, 2016)
C.D.G. Romero, J.K.D. Barriga, J.I.R. Molano, Big Data Meaning in the Architecture of IoT for Smart Cities, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Springer, Cham, 2016), pp. 457–465
R. Sakthivel, V. Parthipan, D. Dhanasekaran, Big data analytics on smart and connected communities using Internet of Things. Int. J. Pharm. Technol. 8(4), 19590–19601 (2016)
J.M. Schleicher et al., Application architecture for the internet of cities: blueprints for future smart city applications. IEEE Internet Comput. 20(6), 68–75 (2016)
J.M. Schleicher et al., Enabling a smart city application ecosystem: requirements and architectural aspects. IEEE Internet Comput. 20(2), 58–65 (2016)
T. Shaikh, S. Ismail, J.D. Stevens, in Aura Minora: A User Centric IOT Architecture for Smart City (Association for Computing Machinery, 2016)
L. Shang et al., in Evaluation of High Density GPUs as Sustainable Smart City Infrastructure (Institute of Electrical and Electronics Engineers Inc., 2016)
Y. Sun et al., Internet of things and big data analytics for smart and connected communities. IEEE Access 4, 766–773 (2016)
T.H. Szymanski, Securing the industrial-tactile internet of things with deterministic silicon photonics switches. IEEE Access 4, 8236–8249 (2016)
R. Wen et al., in A Smart Cable Management System in Support of the Smart City (Institution of Engineering and Technology, 2016)
Y. Wu et al., Smart city with Chinese characteristics against the background of big data: idea, action and risk. J. Clean. Prod. 173, 60 (2018)
L. Yu et al., in Intelligent Farm Relaxation for Smart City Based on Internet of Things: Management System and Service Model (SciTe Press, 2016)
Q. Zhang et al., in Firework: Big Data Sharing and Processing in Collaborative Edge Environment (Institute of Electrical and Electronics Engineers Inc., 2016)
G.R.C. Andrés, in CleanWiFi: The Wireless Network for Air Quality Monitoring, Community Internet Access and Environmental Education in Smart Cities (Institute of Electrical and Electronics Engineers Inc., 2017)
G. Andrienko et al., in 2016 IEEE Conference on Visual Analytics Science and Technology, VAST 2016 – Proceedings (Institute of Electrical and Electronics Engineers Inc., 2017)
M.R. Bashir, A.Q. Gill, in Towards an IoT Big Data Analytics Framework: Smart Buildings Systems (Institute of Electrical and Electronics Engineers Inc., 2017)
D.M. Batista et al., in InterSCity: Addressing Future Internet research challenges for Smart Cities (Institute of Electrical and Electronics Engineers Inc., 2017)
K. Ben Ahmed et al., in Visual Sentiment Prediction with Transfer Learning and Big Data Analytics for Smart Cities (Institute of Electrical and Electronics Engineers Inc., 2017)
M. Benjillali et al., in International Symposium on Ubiquitous Networking, UNet 2016, ed. by M. Benjillali et al. (Springer, 2017), pp. 1–712
CIoT 2016, in 2016 Cloudification of the Internet of Things, CIoT 2016 (Institute of Electrical and Electronics Engineers Inc., 2017)
A. Crooks et al., Creating smart buildings and cities. IEEE Pervasive Comput. 16(2), 23–25 (2017)
T.M. John et al., in Towards Building Smart Energy Systems in Sub-Saharan Africa: A Conceptual Analytics of Electric Power Consumption (Institute of Electrical and Electronics Engineers Inc., 2017)
N. Modi, P. Verma, B. Trivedi, in International Conference on Communication on Networks, COMNET 2016, ed. by N. Modi, P. Verma, B. Trivedi (Springer, 2017), pp. 1–753
M. Mylrea, Smart energy-internet-of-things opportunities require smart treatment of legal, privacy and cybersecurity challenges. J. World Energy Law Bus. 10(2), 147–158 (2017)
M.A.L. Pena, C.A. Rua, S.S. Lozoya, in A “fast Data” Architecture: Dashboard for Anomalous Traffic Analysis in Data Networks (Institute of Electrical and Electronics Engineers Inc., 2017)
H. Peng et al., Forecasting potential sensor applications of triboelectric nanogenerators through tech mining. Nano Energy 35, 358–369 (2017)
R.G. Qiu, L. Qiu, Y. Badr, in Integrating Physical and Social Sensing to Enable Smart City Mobility Services (Institute of Electrical and Electronics Engineers Inc., 2017)
T. Qiu et al., Heterogeneous ad hoc networks: architectures, advances and challenges. Ad Hoc Netw. 55, 143–152 (2017)
M.M. Rathore et al., IoT-based big data: from smart city towards next generation super city planning. Int. J. Semant. Web Inf. Syst. 13(1), 28–47 (2017)
A.R. Reid, C.R.C. Pérez, D.M. Rodríguez, Inference of vehicular traffic in smart cities using machine learning with the internet of things. Int. J. Interact. Des. Manuf., 1–14 (2017)
P. Rizwan, K. Suresh, M. Rajasekhara Babu, in Real-Time Smart Traffic Management System for Smart Cities by Using Internet of Things and Big Data (Institute of Electrical and Electronics Engineers Inc., 2017)
R. Samano-Robles et al., in The DEWI High-Level Architecture: Wireless Sensor Networks in Industrial Applications (Institute of Electrical and Electronics Engineers Inc., 2017)
K. Schechtner, Bridging the adoption gap for smart city technologies: an interview with Rob Kitchin. IEEE Pervasive Comput. 16(2), 72–75 (2017)
D. Serrano, T. Baldassarre, E. Stroulia, in Real-Time Traffic-Based Routing, Based on Open Data and Open-Source Software (Institute of Electrical and Electronics Engineers Inc., 2017)
A. Shukla, Y. Simmhan, in Benchmarking distributed stream processing platforms for IoT applications, ed. by R. Nambiar, M. Poess, (Springer, Cham, 2017), pp. 90–106
S. Shukla, K. Balachandran, V.S. Sumitha, in A Framework for Smart Transportation Using Big Data (Institute of Electrical and Electronics Engineers Inc., 2017)
F. Silva et al., Intelligent data metrics for urban driving with data fusion and distributed machine learning, in Studies in Computational Intelligence, (Springer, Berlin, 2017), pp. 227–236
N. Streitz, in Reconciling Humans and Technology: The Role of Ambient Intelligence, ed. by R. Wichert, A. Braun, A. Mana, (Springer, Cham, 2017), pp. 1–16
S. Trilles et al., A domain-independent methodology to analyze IoT data streams in real-time. A proof of concept implementation for anomaly detection from environmental data. Int. J. Digital Earth 10(1), 103–120 (2017)
M. Vögler et al., Ahab: a cloud-based distributed big data analytics framework for the Internet of Things. Softw.: Pract. Exp. 47(3), 443–454 (2017)
C. Wu et al., A NoSQL-SQL hybrid organization and management approach for real-time geospatial data: a case study of public security video surveillance. ISPRS Int. J. Geo-Inf. 6(1), 21 (2017)
J. Xing et al., in Wide Area Beidou Foundation Enhanced Grid Space-Time Interlinked Science and Education Collaborative Experimental Service: A Science and Education Cooperative Experiment Demonstration Platform for the Wide-Area and Grid Enhanced China Beidou Satellite System, ed. by J. Sun et al. (Springer, Singapore, 2017), pp. 255–265
A. Yavari, P.P. Jayaraman, D. Georgakopoulos, in Contextualised Service Delivery in the Internet of Things: Parking Recommender for Smart Cities (Institute of Electrical and Electronics Engineers Inc., 2017)
V. Zdraveski et al., ISO-standardized smart city platform architecture and dashboard. IEEE Pervasive Comput. 16(2), 35–43 (2017)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Fosso Wamba, S., Angéla, M.N.C., Bosco, E.E.J. (2019). Big Data, the Internet of Things, and Smart City Research: A Literature Review and Research Agenda. In: Reyes-Munoz, A., Zheng, P., Crawford, D., Callaghan, V. (eds) EAI International Conference on Technology, Innovation, Entrepreneurship and Education. TIE 2017. Lecture Notes in Electrical Engineering, vol 532. Springer, Cham. https://doi.org/10.1007/978-3-030-02242-6_20
Download citation
DOI: https://doi.org/10.1007/978-3-030-02242-6_20
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-02241-9
Online ISBN: 978-3-030-02242-6
eBook Packages: EngineeringEngineering (R0)