Jurnal Sisfokom (Sistem Informasi dan Komputer)
Vol. 15 No. 01 (2026): JANUARY

Recommendation Modeling for Fulfilling Internet Needs in Indonesia Based on Mapping Using Spatial Analysis and Geographic Information System (GIS)

Widjaja, Irena (Unknown)
Isnanto , R Rizal (Unknown)
Somantri , Maman (Unknown)
Nuraya , Sarah Nazly (Unknown)



Article Info

Publish Date
08 Dec 2025

Abstract

Indonesia faces a significant digital divide between urban and rural areas despite its growing internet penetration. This disparity, driven by uneven infrastructure and socio-economic factors, necessitates a strategic, data-driven approach to infrastructure development. This research proposes an integrated spatial recommendation model to identify and prioritize areas for internet infrastructure investment. The methodology combines several spatial analysis techniques, including K-Means and DBSCAN for clustering, Kernel Density Estimation (KDE) for demand hotspot analysis, and proxies for Network Analysis and Spatial Regression. These analytical outputs are integrated into a weighted composite score to classify regions into high, medium, and low priority tiers. The results demonstrate the model's ability to pinpoint specific, high-priority localities within different provinces, moving beyond broad regional assumptions. This framework provides an evidence-based tool for policymakers and telecommunication companies to guide targeted investments, ensuring resources are allocated more efficiently and equitably to bridge Indonesia's digital divide.

Copyrights © 2026






Journal Info

Abbrev

sisfokom

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management

Description

Jurnal Sisfokom merupakan singkatan dari Jurnal Sistem Informasi dan Komputer. Jurnal ini merupakan kolaborasi antara sivitas akademika STMIK Atma Luhur dengan perguruan tinggi maupun universitas di Indonesia. Jurnal ini berisi artikel ilmiah dari peneliti, akademisi, serta para pemerhati TI. Jurnal ...