Explore: Jurnal Sistem Informasi dan Telematika (Telekomunikasi, Multimedia dan Informatika)
Vol 17, No 1 (2026): Juni

Utilizing Machine Learning in Big Data Visualization: A Systematic Review

Ade Kurniawan (Universitas Budi luhur)
Aldi Rosyid (Universitas Budi Luhur)
Ade Rudi Masa’id (Universitas Budi Luhur)
Wendi Usino (Universitas Budi Luhur)



Article Info

Publish Date
30 Jun 2026

Abstract

This systematic review examines the existing literature on data visualization approaches for big data, aiming to identify key challenges, emerging trends, and promising solutions. The review highlights the growing importance of data visualization in extracting meaningful insights from large and complex datasets. It underscores the unique challenges posed by the scale and multidimensionality of big data, emphasizing the need for innovative visualization techniques. The paper explores various data visualization methods currently employed in big data analysis, discussing their strengths, limitations, and potential areas for future development. The review concludes by emphasizing the importance of continued research in this field to improve the accessibility and effectiveness of big data visualization for a wide range of applications.  

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Journal Info

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explore

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Explore: Jurnal Sistem Informasi dan Telematika (Telekomunikasi, Multimedia dan Informatika menyajikan artikel/naskah dalam bidang teknologi informasi khususnya dalam Fokus pada 5 kelompok keilmuan di Informatika yaitu : Rekayasa Perangkat Lunak (RPL) Sistem Informasi, Jaringan, Multimedia dan ...