A SYSTEMATIC LITERATURE REVIEW: BIG DATA IN SMART CITY DEVELOPMENT
DOI:
https://doi.org/10.33480/jitk.v11i3.7441Keywords:
Big Data, Information, Smart City, TechnologyAbstract
The modernization of information technology has generated a large volume of data known as Big Data, which plays an essential role in supporting data-driven decision-making. With regard to Smart City development, Big Data contributes to enhancing the effective, efficient, and environmentally friendly public services. However, the utilization of Big Data in Indonesia still faces several challenges, including insufficient supporting infrastructure, limited technical expertise, and issues related to data security and privacy. This study aims to analyze the role of Big Data in Smart City development, identify the most frequently used technologies, and examine the challenges in implementing Big Data within Smart City initiatives. This study adopts the Systematic Literature Review (SLR) approach, following a structured study selection process, 40 articles were initially retrieved and evaluated, with 25 studies ultimately satisfying the methodological criteria for inclusion in the final synthesis. The results of the analysis indicate that Cloud Computing, Big Data, Artificial Intelligence (AI) and Internet of Things (IoT) are the most dominant technological components in Smart City implementation. Furthermore, the study emphasizes that the success of Smart City initiatives is contingent not merely upon technological progress but also on human resource readiness, data quality, and information protection. This research contributes to providing a strategic foundation for policy development and implementation planning of Smart Cities in Indonesia, particularly in strengthening data governance and national digital capacity building to support sustainable urban innovation.
Downloads
References
[1] K. Abraham, “A study on consumer behaviour,” International Journal of Enterprise Computing and Business Systems, vol. 1, no. 2, pp. 948–954, 2022.
[2] Eryc, L. N. Wildani, T. P. Sibarani, Raihan, and Jhohari, “Analisis Penerapan Teknologi Manajemen Informasi di Netflix Global : Optimalisasi Pengalaman Pengguna dan Efisiensi Operasional,” Jurnal Amanah, vol. 1, no. 1, pp. 102–111, 2024, [Online]. Available: https://jurnalamanah.com/index.php/amanahmengabdi/index. [Accessed: 15-Sep-2025].
[3] V. Elvia, M. F. Adnan, and A. Khaidir, “The Role of Technology in Achieving Good Governance : A Public Administration Theory Perspective,” vol. 5, no. 1, pp. 199–206, 2025, doi: 10.58737/jpled.v5i1.400.
[4] F. Fathurrozi, “PENERAPAN TEKNOLOGI BIG DATA DI LEMBAGA PEMERINTAHAN INDONESIA Mata Kuliah: Infrastruktur dan Teknologi Big Data,” 2023. [Online]. Available: https://www.researchgate.net/publication/376550553. [Accessed: 07-Sep-2025].
[5] V. M. Sinaga, “2023 Madani : Jurnal Ilmiah Multidisipline Big Data Pada Smart City : Konsep dan Manfaat 2023 Madani : Jurnal Ilmiah Multidisipline,” vol. 1, no. 11, pp. 711–717, 2023.
[6] D. Praditya et al., “Tingkat Pengetahuan Asn Mengenai Smart City Di Kabupaten Indramayu the Level of Knowledge About Smart City in Indramayu Regency,” Jurnal Penelitian Komunikasi, vol. 24, no. 2, pp. 143–160, 2021, doi: 10.20422/jpk.v24i2.798.
[7] Z. Zulkarnain and A. Arman, “POTENSI INTERNET OF THINGS (IoT) UNTUK MASA DEPAN PERKOTAAN CERDAS (SMART CITIES),” Journal of Information System and Technology, vol. 6, no. 1, pp. 7–11, 2025, doi: 10.37253/joint.v6i1.9991.
[8] I. Iot, D. A. N. Big, D. Untuk, O. Logistik, and R. Pasokan, “SWADHARMA ( JRIS ),” vol. 04, no. 02, pp. 91–99, 2024.
[9] A. Harun, A. Rasyid, and R. Renaldy, “Systematic Literatures Review: Teknologi dan metode terbaik dalam penerapan IoT di Smart City,” Seminar Nasional Informatika-FTI UPGRIS, vol. 2, 2024.
[10] E. I. Venger and A. Akhtoian, “the Role of Big Data in the Implementation of Digital-Marketing Strategies,” Proceedings of Scientific Works of Cherkasy State Technological University Series Economic Sciences, vol. 6356, no. 63, pp. 61–68, 2021, doi: 10.24025/2306-4420.63.2021.248464.
[11] G. Suseno and S. Kuntoro, “Hambatan dan Solusi dalam Digitalisasi Layanan Publik di Negara Berkembang,” Al-Mahkamah: Jurnal Hukum, Politik dan Pemerintahan, vol. 1, no. 1, 2024, [Online]. Available: https://www.researchgate.net/publication/380720816_Hambatan_dan_Solusi_dalam_Digitalisasi_Layanan_Publik_di_Negara_Berkembang
[12] P. S. Eksploratif, “Pemanfaatan Big Data untuk Meningkatkan Perencanaan Strategis di Pemerintahan Daerah Kota Cirebon : Utilizing Big Data to Improve Strategic Planning in Cirebon City Regional Government :,” vol. 17, no. 1, pp. 81–93, 2025.
[13] R. Noviani, A. E. Saputra, M. R. Rochmatullah, and E. Asia, “Risk Mapping Using GIS and Analysis at Nanga Pinoh West The Effects of Urbanization on Indonesian Community and Environment Kalimantan Area in impacts,” Indonesian Journal of Geography, vol. 54, no. 3, pp. 117–126, 2025.
[14] F. Firman, “Tata Kelola Smart City Dalam Perspektif Collaboratif Governance,” The Indonesian Journal of Public Administration (IJPA), vol. 9, no. 1, pp. 15–26, 2023, doi: 10.52447/ijpa.v9i1.6903.
[15] S. Pettersen, H. Eide, and A. Berg, “The role of champions in the implementation of technology in healthcare services: a systematic mixed studies review,” BMC Health Serv Res, vol. 24, no. 1, pp. 1–16, 2024, doi: 10.1186/s12913-024-10867-7.
[16] S. Purba, S. E. Damanik, M. Ade, and K. Harahap, “Perencanaan Wilayah Kota yang Berbasis Smart City untuk Meningkatkan Efisiensi Pelayanan Publik,” vol. 4, no. 2, pp. 2291–2299, 2025.
[17] N. Effendy, A. Lukman M, E. Andarwati, S. T. F, P. Parawansa, and S. B. Ningsih, “Penggunaan Bigdata Transportasi Berpotensi Meningkatkan Efisiensi Sistem Transportasi Kota,” Action Research Literate, vol. 7, no. 11, pp. 162–166, 2023.
[18] S. Mahrani, I. D. Pasi, A. K. Mutmainnah, S. W. P. Samosir, and I. Gunawan, “Proses Pembangunan Smart City Di Indonesia Menggunakan Metode Big Data Analytis Dalam Penerapan E-Commerce,” Media Jurnal Informatika, vol. 13, no. 2, p. 57, 2021, doi: 10.35194/mji.v13i2.1866.
[19] A. F. Puspita, M. K. Rusydi, and L. Purwanti, “Peran Big Data dalam Membangun Smart City untuk Sistem Perpajakan Daerah,” Jurnal Riset dan Aplikasi: Akuntansi dan Manajemen, vol. 6, no. 2, pp. 171–184, 2023, doi: 10.33795/jraam.v6i2.004.
[20] T. I. Fajri, N. Rahayu, H. Eldo, G. Chrisnawati, and R. Shaulita, “Integrasi Big Data dan AI untuk Pengambilan Keputusan dalam Smart City,” Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi), vol. 9, no. 2, pp. 783–789, 2025, doi: 10.35870/jtik.v9i2.3860.
[21] D. Sawitri, “Paradigma Smart City Dalam Memanfaatkan Potensi Big Data,” vol. 11, no. 4, 2024.
[22] L. Pramudya and N. Indra ER, “Evaluasi Implementasi Komponen Smart City di Bali : Literature Review,” Majalah Ilmiah Teknologi Elektro, vol. 24, no. 1, pp. 9–22, 2025, doi: 10.24843/mite.205.v24i01.p02.
[23] W. Andriani, T. S. Arianti, P. Studi, T. Informatika, P. Studi, and S. Informasi, “Jurnal Ekonomi Teknologi & Bisnis ( JETBIS ) TINJAUAN PUSTAKA SISTEMATIS : PEMANFAATAN BIG DATA DALAM Tinjauan pustaka sistematis : pemanfaatan big data dalam konsep smart city PENDAHULUAN,” vol. 1, no. 1, pp. 28–36, 2022.
[24] J. Ilmiah and W. Pendidikan, “Analisis Strategi Pemerintah,” vol. 10, no. 13, pp. 537–548, 2024.
[25] M. Azhari and T. Sutabri, “Analisis Smart City Menggunakan Konsep Smart Society 5 . 0 Pada Electronic Policing,” vol. 4, no. 1, pp. 138–146, 2024.
[26] M. Fuat Asnawi, N. Fitriyanto, and M. A. Pamoengkas, “Analisis Big Data Untuk Pemantauan Kualitas Udara: Pendekatan, Implementasi, dan Tantangan dalam Studi Lingkungan,” Journal of Engineering and Informatic, vol. 3, no. 1, 2024, doi: 10.56854/jei.v3i1.258.
[27] Y. Pramadi, R. Fathy, and S. H. Arifa, “Kota Cerdas Berbasis Masyarakat Cerdas di Kota Bandung: Sebuah Inovasi Sosial,” Jurnal Pembangunan Wilayah dan Kota, vol. 19, no. 3, pp. 336–354, 2023, doi: 10.14710/pwk.v19i3.43856.
[28] L. Review, “Journal of Public Administration Studies Key Factors in Big Data Implementation for Smart City : A Systematic,” vol. 6, no. 1, pp. 16–22, 2021.
[29] F. Aco, “Implementasi Smart City Dalam Mendukung Layanan,” vol. 10, pp. 426–437, 2023.
[30] C. J. Hukum, D. Oktareza, A. Noor, E. Saputra, and A. V. Yulianingrum, “Transformasi Digital 4 . 0 : Inovasi yang Menggerakkan Perubahan Global,” vol. 2, no. 3, pp. 661–672, 2024.
[31] G. S. Vol and A. Online, “UNLEASHING THE POWER OF BIG DATA,” vol. 3, no. 2, pp. 129–143, 2023.
[32] Reyhand Ardhitha and Tata sutabri, “Teknologi Pintar dalam Mewujudkan Kota Berkelanjutan,” Jurnal Wilayah, Kota Dan Lingkungan Berkelanjutan, vol. 3, no. 2, pp. 207–216, 2024, doi: 10.58169/jwikal.v3i2.633.
[33] E. B. Orbawati and I. Muhammad, “Challenges and Opportunities : Assessing Smart City Readiness Tantangan dan Peluang : Menilai Kesiapan Smart City di Kota Magelang,” Sosiohumaniora - Jurnal Ilmu-ilmu Sosial dan Humaniora, vol. 26, no. 3, pp. 422–429, 2024.
[34] S. Laurens and J. Salauddin, “Implementasi Konsep Smart City dalam Peningkatan Kualitas Pelayanan Publik Perkotaan,” JIIP - Jurnal Ilmiah Ilmu Pendidikan, vol. 7, no. 11, pp. 13130–13137, 2024, doi: 10.54371/jiip.v7i11.6291.
[35] A. Samsiar Ilmananda, R. David Marcus, and F. Yulian Pamuji, “Pemanfaatan Infrastruktur Teknologi Informasi dan Komunikasi (TIK) dalam Pengembangan Smart City: Studi Kasus Pemerintah Kota Batu,” BRILIANT: Jurnal Riset dan Konseptual, vol. 7, no. 1, 2022, doi: 10.28926/briliant.
[36] K. T. I. K. Ai, “MANFAAT TEKNOLOGI INFORMASI KOMUNIKASI (TIK) AI DALAM MENGEMBANGKAN SMART CITY DI JAKARTA,” vol. 2, pp. 335–346, 2025.
[37] L. Dwi Agustina, N. Fitri Ana Melati, F. Ragil Prawesti, F. Nurany, and P. Studi Administrasi Publik, “Smart City : Upaya Pembangunan Kota Surabaya,” 2023.
[38] A. Abdillah, I. Widianingsih, R. A. Buchari, and H. Nurasa, “Using Big Data Methods in Bandung City Planning Research: Urban Resilient Governance with Smart City,” Government & Resilience, vol. 3, no. 1, pp. 52–62, 2025, doi: 10.62503/gr.v3i1.24.
[39] D. Puspitaningrum, “Big Data in Smart Cities: Usage in Kota Jababeka for Customer Satisfaction,” Proceedings of the Asia-Pacific Research in Social Sciences and Humanities Universitas Indonesia Conference (APRISH 2019), vol. 558, no. Aprish 2019, pp. 75–81, 2021, doi: 10.2991/assehr.k.210531.010.
[40] N. Effendy, A. L. M, E. A. S. T. F, T. I. Panji, and S. B. Ningsih, “Penggunaan Bigdata Transportasi Berpotensi Meningkatkan Efisiensi Sistem Transportasi Kota,” vol. 7, no. 11, pp. 162–166, 2023.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Hendi Sama, Tasya Selvia Ulfa, Andik Yulianto

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.






-a.jpg)
-b.jpg)











