Fuzzy Gustafson Kessel for Infrastructure Development Strategy in South Sumatra Province

Infrastructure development is a strategic element in improving public services and economic growth. South Sumatra Province, with its large economic potential, faces challenges in managing efficient and sustainable infrastructure development. This research aims to apply the Fuzzy Gustafson Kessel (FGK) method in decision making related to infrastructure development in South Sumatra Province. FGK combines fuzzy logic with Gustafson Kessel clustering algorithm to handle uncertainty and data variation from various stakeholders. The data used in this study includes population and geographic census data from the Central Bureau of Statistics of South Sumatra Province in 2023, with five indicators: population, area, population growth rate, population density, and poverty rate. The results show that South Sumatra is divided into three main clusters based on its infrastructure and demographic characteristics. This clustering is expected to improve the effectiveness and efficiency of infrastructure development decision-making, provide more appropriate policy recommendations, and potentially be applied in other regions with similar challenges.

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Publication Details

Journal
Journal Of Data Insights
Published
2024-12-31
DOI
https://doi.org/10.26714/jodi.v2i2.650
Primary Topic
Decision Support System Applications
Type
article
Field-Weighted Citation Impact
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article

Fuzzy Gustafson Kessel for Infrastructure Development Strategy in South Sumatra Province

Ariska Fitriyana Ningrum, Alwan Fadlurohman, Oktaviana Rahma Dhani, Zahra Aura Hisani et al.
Journal Of Data Insights
Decision Support System Applications
article

Fuzzy Gustafson Kessel for Infrastructure Development Strategy in South Sumatra Province

Ariska Fitriyana Ningrum, Alwan Fadlurohman, Oktaviana Rahma Dhani, Zahra Aura Hisani, Febi Anggun Lestari
article en

Abstract

Infrastructure development is a strategic element in improving public services and economic growth. South Sumatra Province, with its large economic potential, faces challenges in managing efficient and sustainable infrastructure development. This research aims to apply the Fuzzy Gustafson Kessel (FGK) method in decision making related to infrastructure development in South Sumatra Province. FGK combines fuzzy logic with Gustafson Kessel clustering algorithm to handle uncertainty and data variation from various stakeholders. The data used in this study includes population and geographic census data from the Central Bureau of Statistics of South Sumatra Province in 2023, with five indicators: population, area, population growth rate, population density, and poverty rate. The results show that South Sumatra is divided into three main clusters based on its infrastructure and demographic characteristics. This clustering is expected to improve the effectiveness and efficiency of infrastructure development decision-making, provide more appropriate policy recommendations, and potentially be applied in other regions with similar challenges.

Journal Of Data InsightsVol. 2(2)
Openalex Percentile: Top 53%
Decision Support System Applications
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