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The role of big data in smart city

Author

Listed:
  • Hashem, Ibrahim Abaker Targio
  • Chang, Victor
  • Anuar, Nor Badrul
  • Adewole, Kayode
  • Yaqoob, Ibrar
  • Gani, Abdullah
  • Ahmed, Ejaz
  • Chiroma, Haruna

Abstract

The expansion of big data and the evolution of Internet of Things (IoT) technologies have played an important role in the feasibility of smart city initiatives. Big data offer the potential for cities to obtain valuable insights from a large amount of data collected through various sources, and the IoT allows the integration of sensors, radio-frequency identification, and Bluetooth in the real-world environment using highly networked services. The combination of the IoT and big data is an unexplored research area that has brought new and interesting challenges for achieving the goal of future smart cities. These new challenges focus primarily on problems related to business and technology that enable cities to actualize the vision, principles, and requirements of the applications of smart cities by realizing the main smart environment characteristics. In this paper, we describe the state-of-the-art communication technologies and smart-based applications used within the context of smart cities. The visions of big data analytics to support smart cities are discussed by focusing on how big data can fundamentally change urban populations at different levels. Moreover, a future business model of big data for smart cities is proposed, and the business and technological research challenges are identified. This study can serve as a benchmark for researchers and industries for the future progress and development of smart cities in the context of big data.

Suggested Citation

  • Hashem, Ibrahim Abaker Targio & Chang, Victor & Anuar, Nor Badrul & Adewole, Kayode & Yaqoob, Ibrar & Gani, Abdullah & Ahmed, Ejaz & Chiroma, Haruna, 2016. "The role of big data in smart city," International Journal of Information Management, Elsevier, vol. 36(5), pages 748-758.
  • Handle: RePEc:eee:ininma:v:36:y:2016:i:5:p:748-758
    DOI: 10.1016/j.ijinfomgt.2016.05.002
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    References listed on IDEAS

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    1. Robert G. Hollands, 2015. "Critical interventions into the corporate smart city," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(1), pages 61-77.
    2. Ibrahim Abaker Targio Hashem & Nor Badrul Anuar & Abdullah Gani & Ibrar Yaqoob & Feng Xia & Samee Ullah Khan, 2016. "MapReduce: Review and open challenges," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(1), pages 389-422, October.
    3. Vincenzo Morabito, 2015. "Big Data and Analytics for Government Innovation," Springer Books, in: Big Data and Analytics, edition 127, chapter 0, pages 23-45, Springer.
    4. Vincenzo Morabito, 2015. "Big Data and Analytics," Springer Books, Springer, edition 127, number 978-3-319-10665-6, September.
    5. Chang, Victor & Walters, Robert John & Wills, Gary, 2013. "The development that leads to the Cloud Computing Business Framework," International Journal of Information Management, Elsevier, vol. 33(3), pages 524-538.
    6. Chang, Victor & Ramachandran, Muthu & Yao, Yulin & Kuo, Yen-Hung & Li, Chung-Sheng, 2016. "A resiliency framework for an enterprise cloud," International Journal of Information Management, Elsevier, vol. 36(1), pages 155-166.
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    2. Ilić, Damir & Milošević, Isidora & Ilić-Kosanović, Tatjana, 2022. "Application of Unmanned Aircraft Systems for smart city transformation: Case study Belgrade," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
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    8. de Camargo Fiorini, Paula & Roman Pais Seles, Bruno Michel & Chiappetta Jabbour, Charbel Jose & Barberio Mariano, Enzo & de Sousa Jabbour, Ana Beatriz Lopes, 2018. "Management theory and big data literature: From a review to a research agenda," International Journal of Information Management, Elsevier, vol. 43(C), pages 112-129.
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    10. Lim, Chiehyeon & Kim, Ki-Hun & Kim, Min-Jun & Heo, Jun-Yeon & Kim, Kwang-Jae & Maglio, Paul P., 2018. "From data to value: A nine-factor framework for data-based value creation in information-intensive services," International Journal of Information Management, Elsevier, vol. 39(C), pages 121-135.
    11. Zhao, Congyu & Wang, Kun & Dong, Xiucheng & Dong, Kangyin, 2022. "Is smart transportation associated with reduced carbon emissions? The case of China," Energy Economics, Elsevier, vol. 105(C).
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    13. Radhwan Sneesl & Yusmadi Yah Jusoh & Marzanah A. Jabar & Salfarina Abdullah, 2022. "Revising Technology Adoption Factors for IoT-Based Smart Campuses: A Systematic Review," Sustainability, MDPI, vol. 14(8), pages 1-27, April.
    14. Meng Wang & Yalin Qin & Jiaojiao Liu & Weidong Li, 2023. "Identifying personal physiological data risks to the Internet of Everything: the case of facial data breach risks," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-15, December.
    15. Arenas, Alvaro E. & Goh, Jie Mein & Urueña, Alberto, 2019. "How does IT affect design centricity approaches: Evidence from Spain’s smart tourism ecosystem," International Journal of Information Management, Elsevier, vol. 45(C), pages 149-162.
    16. Rajneesh Dwevedi & Vinoy Krishna & Aniket Kumar, 2018. "Environment and Big Data: Role in Smart Cities of India," Resources, MDPI, vol. 7(4), pages 1-10, October.
    17. Carl Chineme Okafor, 2023. "“I Think Quality is More Important Than a Lot of Data” in Cities Datafication," Media and Communication, Cogitatio Press, vol. 11(2), pages 344-354.
    18. Maryia Zaitsava & Elona Marku & Maria Chiara Guardo & Azar Shahgholian, 2023. "A fine-grained perspective on big data knowledge creation: dimensions, insights, and mechanism from a pilot study," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 27(2), pages 547-573, June.

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