Jurnal
Mapping the Contribution of Kasepuhan Ciptagelar Tourism to Regional Income and Community Economy using the K-Means Clustering Method
Scientific Journal of Informatics · Vol. 13 No. 1 (2026) · hlm. 97–108
- ISSN
- 2407-7658, 2460-0040
- Terbit
- 2026-02-01
- Penerbit
- Universitas Negeri Semarang
- Bahasa
- eng
Abstrak
Purpose: This study aims to map the contribution of Kasepuhan Ciptagelar tourism to regional income and the community economy as part of the UNESCO Global Geopark Ciletuh–Pelabuhanratu, Sukabumi. The research addresses the problem of limited infrastructure, poor accessibility, and low optimization of local tourism potential that hinders its contribution to regional income. The objective is to provide a data-driven understanding of tourism’s economic and socio-cultural impact. This study aims to map the contribution of Kasepuhan Ciptagelar tourism to regional income and the community economy as part of the UNESCO Global Geopark Ciletuh–Pelabuhanratu, Sukabumi. The research addresses the problem of limited infrastructure, poor accessibility, and low optimization of local tourism potential that hinders its contribution to regional income. The objective is to provide a data-driven understanding of tourism’s economic and socio-cultural impact. Methods: A mixed-method approach was used, integrating quantitative and qualitative analyses. Data were collected through questionnaires and interviews from three main respondent groups: local community (58%), tourists (31%), and government/MSMEs (11%). The K-Means Clustering algorithm was applied to classify perceptions into three contribution levels-high, medium, and low-while an ANOVA test was used to examine statistical differences among clusters. Results: The clustering results revealed three contribution categories: C1 (low) with 186 data points, C2 (medium) with 195 data points, and C3 (high) with 216 data points. The high cluster demonstrated a strong positive contribution to regional income, local economy, and infrastructure development, although challenges remain in socio-cultural sustainability. The ANOVA test confirmed significant differences in economic and infrastructure variables, while destination attractiveness was relatively uniform across clusters. Novelty: This study provides a multidimensional mapping model that integrates socio-economic and participatory data with K-Means clustering to analyze cultural tourism contribution. It introduces a data visualization information system prototype for policymakers to evaluate tourism performance interactively. The research offers new insights into evidence-based strategies for sustainable and community-centered cultural tourism development.
Kata kunci
Jaringan kolaborasi para penulis
28 penulis · 64 tautan kepenulisan bersama · 3 lintas organisasi
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- Tun Hussein Onn University of Malaysia
- Universitas Hang Tuah
- Universitas Bani Saleh
- Nusa Putra University
- Afiliasi tidak diketahui
- Organisasi berbeda
- Organisasi sama
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- Garis lebih tebal = lebih banyak artikel bersama · lingkaran lebih besar = lebih banyak artikel
Tampilkan sebagai tabel
| Rekan penulis | Organisasi | Artikel bersama |
|---|---|---|
| Mohd Farhan Md Fudzee | Tun Hussein Onn University of Malaysia | 2 |
| Shahreen binti Kasim | Tun Hussein Onn University of Malaysia | 1 |
| Muhammed E Abd Alkhalec Tharwat | Tun Hussein Onn University of Malaysia | 1 |
| Mohammed Kumail Ali | Tun Hussein Onn University of Malaysia | 1 |
| Marisa Marisa | Universitas Bani Saleh | 1 |
| Zubaile Abdullah | Tun Hussein Onn University of Malaysia | 1 |
| Kuncowati | Afiliasi tidak diketahui | 1 |
| Arya Nabil Abyan | Afiliasi tidak diketahui | 1 |
| Arya Nabil Abyan | Universitas Hang Tuah | 1 |
| Supangat | Universitas Hang Tuah | 1 |
| Moneyta Dholah Rosita | Afiliasi tidak diketahui | 1 |
| Yoga Vikriansyah Wijaya | Afiliasi tidak diketahui | 1 |
| Nneng Antin M | Afiliasi tidak diketahui | 1 |
| Adhitia Erfina | Nusa Putra University | 1 |
| Rieska Rahayu Ayuningsih | Afiliasi tidak diketahui | 1 |
| Risky | Afiliasi tidak diketahui | 1 |
| Afif Noor | Afiliasi tidak diketahui | 1 |
| Abdul Ghofur | Afiliasi tidak diketahui | 1 |
| Anis Fittria | Afiliasi tidak diketahui | 1 |
| Shahreen Kasim | Afiliasi tidak diketahui | 1 |
| Mohd Farhan Md. Fudzee | Afiliasi tidak diketahui | 1 |
| Ichwanul Muslim Karo Karo | Afiliasi tidak diketahui | 1 |
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