IDEAS home Printed from https://ideas.repec.org/a/eee/ininma/v36y2016i5p748-758.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0268401216302778
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ijinfomgt.2016.05.002?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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, December.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yaqoob, Ibrar & Hashem, Ibrahim Abaker Targio & Gani, Abdullah & Mokhtar, Salimah & Ahmed, Ejaz & Anuar, Nor Badrul & Vasilakos, Athanasios V., 2016. "Big data: From beginning to future," International Journal of Information Management, Elsevier, vol. 36(6), pages 1231-1247.
    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).
    3. Gupta, Shivam & Kar, Arpan Kumar & Baabdullah, Abdullah & Al-Khowaiter, Wassan A.A., 2018. "Big data with cognitive computing: A review for the future," International Journal of Information Management, Elsevier, vol. 42(C), pages 78-89.
    4. Huma H. Khan & Muhammad N. Malik & Raheel Zafar & Feybi A. Goni & Abdoulmohammad G. Chofreh & Jiří J. Klemeš & Youseef Alotaibi, 2020. "Challenges for sustainable smart city development: A conceptual framework," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1507-1518, September.
    5. Adeeb A. Kutty & Galal M. Abdella & Murat Kucukvar & Nuri C. Onat & Melih Bulu, 2020. "A system thinking approach for harmonizing smart and sustainable city initiatives with United Nations sustainable development goals," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1347-1365, September.
    6. Francesco Cappa & Stefano Franco & Federica Rosso, 2022. "Citizens and cities: Leveraging citizen science and big data for sustainable urban development," Business Strategy and the Environment, Wiley Blackwell, vol. 31(2), pages 648-667, February.
    7. Hamid MIRZAHOSSEIN & Seyyed Ali Alamdar MOHGHADDAM, 2021. "Increasing Citizen’S Livability In The Future City: Responsive City, A Remarkable Solution," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 16(3), pages 23-41, August.
    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.
    9. Yousafzai, Abdullah & Chang, Victor & Gani, Abdullah & Noor, Rafidah Md., 2016. "Directory-based incentive management services for ad-hoc mobile clouds," International Journal of Information Management, Elsevier, vol. 36(6), pages 900-906.
    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. Sha, Kritika & Taeihagh, Araz & De Jong, Martin, 2024. "Governing disruptive technologies for inclusive development in cities: A systematic literature review," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    12. 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).
    13. Ariyaluran Habeeb, Riyaz Ahamed & Nasaruddin, Fariza & Gani, Abdullah & Targio Hashem, Ibrahim Abaker & Ahmed, Ejaz & Imran, Muhammad, 2019. "Real-time big data processing for anomaly detection: A Survey," International Journal of Information Management, Elsevier, vol. 45(C), pages 289-307.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. BARCEVICIUS Egidijus & CIBAITE Guonda & CODAGNONE Cristiano & GINEIKYTE Vaida & KLIMAVICIUTE Luka & LIVA Giovanni & MATULEVIC Loreta & MISURACA Gianluca & VANINI Irene, 2019. "Exploring Digital Government transformation in the EU," JRC Research Reports JRC118857, Joint Research Centre.
    2. Mora, Luca & Deakin, Mark & Reid, Alasdair, 2019. "Combining co-citation clustering and text-based analysis to reveal the main development paths of smart cities," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 56-69.
    3. Newman, Russell & Chang, Victor & Walters, Robert John & Wills, Gary Brian, 2016. "Model and experimental development for Business Data Science," International Journal of Information Management, Elsevier, vol. 36(4), pages 607-617.
    4. Constance Carr & Markus Hesse, 2020. "When Alphabet Inc. Plans Toronto’s Waterfront: New Post-Political Modes of Urban Governance," Urban Planning, Cogitatio Press, vol. 5(1), pages 69-83.
    5. Aleksandra Kuzior & Aleksy Kwilinski & Ihor Hroznyi, 2021. "The Factorial-Reflexive Approach to Diagnosing the Executors’ and Contractors’ Attitude to Achieving the Objectives by Energy Supplying Companies," Energies, MDPI, vol. 14(9), pages 1-16, April.
    6. Kummitha, Rama Krishna Reddy & Crutzen, Nathalie, 2019. "Smart cities and the citizen-driven internet of things: A qualitative inquiry into an emerging smart city," Technological Forecasting and Social Change, Elsevier, vol. 140(C), pages 44-53.
    7. Johannes Stübinger & Lucas Schneider, 2020. "Understanding Smart City—A Data-Driven Literature Review," Sustainability, MDPI, vol. 12(20), pages 1-23, October.
    8. Ari-Veikko Anttiroiko, 2016. "City-as-a-Platform: The Rise of Participatory Innovation Platforms in Finnish Cities," Sustainability, MDPI, vol. 8(9), pages 1-31, September.
    9. Alreemy, Zyad & Chang, Victor & Walters, Robert & Wills, Gary, 2016. "Critical success factors (CSFs) for information technology governance (ITG)," International Journal of Information Management, Elsevier, vol. 36(6), pages 907-916.
    10. Brij B. Gupta & Akshat Gaurav & Prabin Kumar Panigrahi, 2023. "Analysis of the development of sustainable entrepreneurship practices through knowledge and smart innovative based education system," International Entrepreneurship and Management Journal, Springer, vol. 19(2), pages 923-940, June.
    11. Yang, Zhen & Gao, Weijun & Han, Qing & Qi, Liyan, 2024. "Aggravating or alleviating? Smart city construction and urban inequality in China," Technology in Society, Elsevier, vol. 77(C).
    12. Oleg Golubchikov & Mary J. Thornbush, 2022. "Smart Cities as Hybrid Spaces of Governance: Beyond the Hard/Soft Dichotomy in Cyber-Urbanization," Sustainability, MDPI, vol. 14(16), pages 1-12, August.
    13. Renata Biadacz & Marek Biadacz, 2021. "Implementation of “Smart” Solutions and An Attempt to Measure Them: A Case Study of Czestochowa, Poland," Energies, MDPI, vol. 14(18), pages 1-28, September.
    14. E.V. Popov, 2021. "Drivers of the Economy in the Context of the Coronavirus Pandemic," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 20(1), pages 5-30.
    15. Seema Mundoli & Hita Unnikrishnan & Harini Nagendra, 2017. "The “Sustainable” in smart cities: ignoring the importance of urban ecosystems," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 44(2), pages 103-120, June.
    16. Federico Caprotti, 2019. "Spaces of visibility in the smart city: Flagship urban spaces and the smart urban imaginary," Urban Studies, Urban Studies Journal Limited, vol. 56(12), pages 2465-2479, September.
    17. Bipashyee Ghosh & Saurabh Arora, 2022. "Smart as (un)democratic? The making of a smart city imaginary in Kolkata, India," Environment and Planning C, , vol. 40(1), pages 318-339, February.
    18. Małgorzata Baran & Monika Kłos & Monika Chodorek & Karolina Marchlewska-Patyk, 2022. "The Resilient Smart City Model–Proposal for Polish Cities," Energies, MDPI, vol. 15(5), pages 1-23, March.
    19. Amy Glasmeier & Susan Christopherson, 2015. "Thinking about smart cities," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(1), pages 3-12.
    20. Juan Luis Manfredi-Sánchez, 2020. "Sanctuary Cities: What Global Migration Means for Local Governments," Social Sciences, MDPI, vol. 9(8), pages 1-16, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ininma:v:36:y:2016:i:5:p:748-758. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/international-journal-of-information-management .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.