EN
A Hadoop Application for Urban Computing in Smart City
Abstract
Data analytics, which is the process of obtaining meaningful information from the rapidly occurring big data, has taken its place among popular topics. According to smart transportation systems, which are part of smart cities, big data is also generated in the field of transportation. Within the scope of this study, a data analytics application will be carried out with the average speed and vehicle count data obtained by the sensor systems installed on the roads for the City Pulse Smart City project which is accessible through the internet. Using the Hadoop open-source framework software, which is popular in data analytics, graphics and information will be obtained for interpretation about the flow of traffic on the road.
Keywords
Thanks
The authors would like to thank the Open Data Aarhus (ODAA) initiative and CityPulse EU FP7 Project for publishing open datasets.
References
- Aktan, E., “Büyük Veri: Uygulama Alanları, Analitiği ve Güvenlik Boyutu”, Bilgi Yönetimi(2018), 1-22.
- Cuzzocrea, A., Song, I.-Y., & Davis, K., “Analytics over Large-Scale Multidimensional Data:The Big Data Revolution”, DOLAP '11: Proceedings of the ACM 14th international workshop on Data Warehousing and OLAP(2011), 101–104.
- Chen, H., Chiang, R., & Storey, V., “Business Intelligence and Analytics: From Big Data to Big Impact”, Business Intelligence Research, Vol. 36, No. 4 , 1165-1188.
- O'Dea, S., “Volume of data/information created worldwide from 2010 to 2025”, https://www.statista.com/statistics/871513/worldwide-data-created/ [Accessed: 28-Feb-2020].
- Zhu, L., Yu, F. R., Wang, Y., Ning, B.,& Tang, T., “Big Data Analytics in Intelligent Transportation Systems: A Survey”, IEEE Transactions on Intelligent Transportation System(2019), vol 20, 383-398.
- Apache Hadoop, Apache Software Foundation: https://hadoop.apache.org/ [Accessed: 03-Apr-2020].
- Lam, C., “Hadoop in Action”, Stamford: Manning Publications Co(2011).
- Çitçi M. A., Çelik E. D., “Hadoop ve Mapreduce Teknolojisi aracılığıyla Gıda-tabanlı Mobil Uygulamaları için bir Arama Hizmeti”, Cumhuriyet Üniversitesi Fen Fakültesi Fen Bilimleri Dergisi(2017), 38: 79-94.
Details
Primary Language
English
Subjects
Engineering
Journal Section
Research Article
Publication Date
December 30, 2020
Submission Date
December 23, 2020
Acceptance Date
December 24, 2020
Published in Issue
Year 2020 Volume: 16 Number: 2
APA
Turan, S., & Öztekin, H. (2020). A Hadoop Application for Urban Computing in Smart City. Electronic Letters on Science and Engineering, 16(2), 193-201. https://izlik.org/JA26LR53LX
AMA
1.Turan S, Öztekin H. A Hadoop Application for Urban Computing in Smart City. Electronic Letters on Science and Engineering. 2020;16(2):193-201. https://izlik.org/JA26LR53LX
Chicago
Turan, Sevcan, and Halit Öztekin. 2020. “A Hadoop Application for Urban Computing in Smart City”. Electronic Letters on Science and Engineering 16 (2): 193-201. https://izlik.org/JA26LR53LX.
EndNote
Turan S, Öztekin H (December 1, 2020) A Hadoop Application for Urban Computing in Smart City. Electronic Letters on Science and Engineering 16 2 193–201.
IEEE
[1]S. Turan and H. Öztekin, “A Hadoop Application for Urban Computing in Smart City”, Electronic Letters on Science and Engineering, vol. 16, no. 2, pp. 193–201, Dec. 2020, [Online]. Available: https://izlik.org/JA26LR53LX
ISNAD
Turan, Sevcan - Öztekin, Halit. “A Hadoop Application for Urban Computing in Smart City”. Electronic Letters on Science and Engineering 16/2 (December 1, 2020): 193-201. https://izlik.org/JA26LR53LX.
JAMA
1.Turan S, Öztekin H. A Hadoop Application for Urban Computing in Smart City. Electronic Letters on Science and Engineering. 2020;16:193–201.
MLA
Turan, Sevcan, and Halit Öztekin. “A Hadoop Application for Urban Computing in Smart City”. Electronic Letters on Science and Engineering, vol. 16, no. 2, Dec. 2020, pp. 193-01, https://izlik.org/JA26LR53LX.
Vancouver
1.Sevcan Turan, Halit Öztekin. A Hadoop Application for Urban Computing in Smart City. Electronic Letters on Science and Engineering [Internet]. 2020 Dec. 1;16(2):193-201. Available from: https://izlik.org/JA26LR53LX