(2) Elsa Sabrina
(3) Muhammad Zaki Ulwi
(4) Diyaul Fikri
(5) Muhammad Fakhri Lubis
(6) Dheany Angelina Putri Sembiring
(7) Erika Togito Siahaan
*corresponding author
AbstractPenelitian ini melakukan Systematic Literature Review (SLR) dan analisis bibliometrik untuk memetakan perkembangan penelitian mengenai penerapan Fuzzy Logic pada sistem Internet of Things (IoT) dalam periode 2020–2025. Sebanyak 200 artikel teridentifikasi melalui pencarian terstruktur menggunakan kata kunci “Fuzzy Logic” dan “Internet of Things (IoT)”, kemudian diseleksi berdasarkan kriteria inklusi dan eksklusi hingga menghasilkan 15 publikasi utama dengan sitasi tertinggi. Analisis tren menunjukkan dua periode puncak produktivitas penelitian, yaitu tahun 2020 dan 2024, masing-masing dengan 41 publikasi. Distribusi sitasi memperlihatkan bahwa artikel yang terbit pada tahun 2020, 2021, dan 2023 memiliki dampak akademik terbesar. Hasil bibliometrik mengungkapkan bahwa tema dominan meliputi pengembangan fuzzy logic controller, efisiensi energi, optimasi rute dan jaringan, keamanan perangkat IoT, serta implementasi pada sektor pertanian, kesehatan, dan industri. Visualisasi jejaring kata kunci (co-word) menunjukkan adanya beberapa kluster tematik yang saling terhubung dan bersifat multidisipliner. Temuan ini memberikan gambaran komprehensif mengenai lanskap penelitian terkini, sekaligus mengidentifikasi peluang riset lanjutan pada integrasi Fuzzy Logic dan IoT di masa mendatang. KeywordsFuzzy Logic, Internet Of Things, Systematic Literatur Riview
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DOIhttps://doi.org/10.57235/qistina.v4i2.7528 |
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References
M. Yusuf and M. Sodik, “PENGGUNAAN TEKNOLOGI INTERNET OF THINGS (IOT) DALAM PENGELOLAAN FASILITAS DAN INFRASTRUKTUR LEMBAGA PENDIDIKAN ISLAM”.
L. Judijanto, A. Hiswara, M. A. Aini, and A. Nanjar, “Pengaruh Implementasi Internet of Things Terhadap Pengambilan Keputusan Bisnis Pada Perusahaan Teknologi di Jakarta,” J. Multidisiplin West Sci., vol. 3, no. 03, pp. 389–397, Mar. 2024, doi: 10.58812/jmws.v3i03.1075.
G. Fadhillah Tauhid, W. A. Wangni, R. D. Adinata, R. Dinargo, Muhammad Dwi Julian Saputra, and Abdul Rahman, “Fuzzy Logic dalam Keputusan Jumlah Produksi Berbasis Website Dengan Metode Mamdani,” J. Inov. Komput. INOKOM, vol. 1, no. 2, May 2025, doi: 10.71200/inokom.v1i2.34.
A. Zilham and R. Gunawan, “Potensi IoT dalam industri 4.0,” JATI J. Mhs. Tek. Inform., vol. 8, no. 2, pp. 1932–1940, 2024.
A. R. Aprillia, D. Cahyono, and A. S. Nastiti, “Systematic Literature Review (SLR): Keberhasilan dan Kegagalan Kinerja Badan Usaha Milik Desa (BUMDES),” J. Akunt. Terap. Dan Bisnis, vol. 1, no. 1, pp. 35–44, July 2021, doi: 10.25047/asersi.v1i1.2681.
B. Kitchenham, “Procedures for Performing Systematic Reviews”.
N. M. Hidayatullah, B. Bani, C. Angelia, H. Nurhidayati, and S. A. R. Ningrum, “Analisis bibliometrik: Penelitian technology acceptance model tahun 2014-2023 menggunakan Bibliometrik dan Vosviewer,” Comdent Commun. Stud. J., vol. 2, no. 1, pp. 138–158, Dec. 2024, doi: 10.24198/comdent.v2i1.58290.
D. F. Kuncoro, “Penerapan Logika Fuzzy dalam Penanganan Penyakit Diabetes: Sistematik Literatur Review”.
B. Setia, “Penerapan Logika Fuzzy pada Sistem Cerdas,” J. Sist. Cerdas, vol. 2, no. 1, pp. 61–66, Apr. 2019, doi: 10.37396/jsc.v2i1.18.
H. S. Hadi et al., “INTERNET OF THING(IOT) : PRINSIP DAN IMPLEMENTASINYA”.
T. A. Saputri, B. Sutomo, and A. Hairunnisa, “OPTIMASI ENERGI DENGAN IOT DAN FUZZY LOGIC PADA AC SMART DI GEDUNG DHARMA WACANA,” J. SIMADA Sist. Inf. Dan Manaj. Basis Data, vol. 7, no. 2, pp. 128–137, Dec. 2024, doi: 10.30873/simada.v7i2.642.
D. Cabrera, L. Cabrera, and E. Cabrera, “The Steps to Doing a Systems Literature Review (SLR),” Apr. 06, 2023. doi: 10.54120/jost.pr000019.v1.
S. Fauziyah and Y. Sugiarti, “Literature Review: Analisis Metode Perancangan Sistem Informasi Akademik Berbasis Web,” J. Ilm. ILMU Komput., vol. 8, no. 2, pp. 87–93, Sept. 2022, doi: 10.35329/jiik.v8i2.229.
E. Sabrina, R. Siregar, and S. Pratama, “Bibliometric Analysis of Cooperative Learning’s Impact on Critical Thinking Skills in Computer Applications Courses in Vocational Education,” vol. 5, no. 2, 2025.
R. S. Krishnan et al., “Fuzzy Logic based Smart Irrigation System using Internet of Things,” J. Clean. Prod., vol. 252, p. 119902, Apr. 2020, doi: 10.1016/j.jclepro.2019.119902.
Y. P. Tsang, C. H. Wu, H. Y. Lam, K. L. Choy, and G. T. S. Ho, “Integrating Internet of Things and multi-temperature delivery planning for perishable food E-commerce logistics: a model and application,” Int. J. Prod. Res., vol. 59, no. 5, pp. 1534–1556, Mar. 2021, doi: 10.1080/00207543.2020.1841315.
A. Almogren, I. Mohiuddin, I. U. Din, H. Almajed, and N. Guizani, “FTM-IoMT: Fuzzy-Based Trust Management for Preventing Sybil Attacks in Internet of Medical Things,” IEEE Internet Things J., vol. 8, no. 6, pp. 4485–4497, Mar. 2021, doi: 10.1109/JIOT.2020.3027440.
A. Montazerolghaem and M. H. Yaghmaee, “Load-Balanced and QoS-Aware Software-Defined Internet of Things,” IEEE Internet Things J., vol. 7, no. 4, pp. 3323–3337, Apr. 2020, doi: 10.1109/JIOT.2020.2967081.
Z. Wang, Z. Jin, Z. Yang, W. Zhao, and M. Trik, “Increasing efficiency for routing in internet of things using Binary Gray Wolf Optimization and fuzzy logic,” J. King Saud Univ. - Comput. Inf. Sci., vol. 35, no. 9, p. 101732, Oct. 2023, doi: 10.1016/j.jksuci.2023.101732.
M. Mohseni, F. Amirghafouri, and B. Pourghebleh, “CEDAR: A cluster-based energy-aware data aggregation routing protocol in the internet of things using capuchin search algorithm and fuzzy logic,” Peer--Peer Netw. Appl., vol. 16, no. 1, pp. 189–209, Jan. 2023, doi: 10.1007/s12083-022-01388-3.
S. J. Soheli, N. Jahan, Md. B. Hossain, A. Adhikary, A. R. Khan, and M. Wahiduzzaman, “Smart Greenhouse Monitoring System Using Internet of Things and Artificial Intelligence,” Wirel. Pers. Commun., vol. 124, no. 4, pp. 3603–3634, June 2022, doi: 10.1007/s11277-022-09528-x.
M. Z. Rahman, M. A. Akbar, V. Leiva, A. Tahir, M. T. Riaz, and C. Martin-Barreiro, “An intelligent health monitoring and diagnosis system based on the internet of things and fuzzy logic for cardiac arrhythmia COVID-19 patients,” Comput. Biol. Med., vol. 154, p. 106583, Mar. 2023, doi: 10.1016/j.compbiomed.2023.106583.
W. Yanez, R. Mahmud, R. Bahsoon, Y. Zhang, and R. Buyya, “Data Allocation Mechanism for Internet-of-Things Systems With Blockchain,” IEEE Internet Things J., vol. 7, no. 4, pp. 3509–3522, Apr. 2020, doi: 10.1109/JIOT.2020.2972776.
H. F. Atlam, R. J. Walters, G. B. Wills, and J. Daniel, “Fuzzy Logic with Expert Judgment to Implement an Adaptive Risk-Based Access Control Model for IoT,” Mob. Netw. Appl., vol. 26, no. 6, pp. 2545–2557, Dec. 2021, doi: 10.1007/s11036-019-01214-w.
S. Sennan, S. Ramasubbareddy, S. Balasubramaniyam, A. Nayyar, M. Abouhawwash, and N. A. Hikal, “T2FL-PSO: Type-2 Fuzzy Logic-Based Particle Swarm Optimization Algorithm Used to Maximize the Lifetime of Internet of Things,” IEEE Access, vol. 9, pp. 63966–63979, 2021, doi: 10.1109/ACCESS.2021.3069455.
R. R. Rout, S. Vemireddy, S. K. Raul, and D. V. L. N. Somayajulu, “Fuzzy logic-based emergency vehicle routing: An IoT system development for smart city applications,” Comput. Electr. Eng., vol. 88, p. 106839, Dec. 2020, doi: 10.1016/j.compeleceng.2020.106839.
H. S. Ali, R. R. Rout, P. Parimi, and S. K. Das, “Real-Time Task Scheduling in Fog-Cloud Computing Framework for IoT Applications: A Fuzzy Logic based Approach,” in 2021 International Conference on COMmunication Systems & NETworkS (COMSNETS), Bangalore, India: IEEE, Jan. 2021, pp. 556–564. doi: 10.1109/COMSNETS51098.2021.9352931.
W.-T. Sung and S.-J. Hsiao, “Building an indoor air quality monitoring system based on the architecture of the Internet of Things,” EURASIP J. Wirel. Commun. Netw., vol. 2021, no. 1, p. 153, Dec. 2021, doi: 10.1186/s13638-021-02030-1.
M. Ilyas et al., “Trust-based energy-efficient routing protocol for Internet of things–based sensor networks,” Int. J. Distrib. Sens. Netw., vol. 16, no. 10, p. 155014772096435, Oct. 2020, doi: 10.1177/1550147720964358.
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