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falentino sembiring
Nusa Putra University
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Journal : Scientific Journal of Informatics

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Mapping the Contribution of Kasepuhan Ciptagelar Tourism to Regional Income and Community Economy using the K-Means Clustering Method Gustian, Dudih; Sembiring, Falentino; Rahma, Fanny; Suwanto, Aat; Ramli, Azizul Azhar; Supangat
Scientific Journal of Informatics Vol. 13 No. 1: February 2026
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v13i1.35520

Abstract

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.
Co-Authors adang badru jaman,anggun fergina, adang badru jaman,anggun fergina Adhitia Erfina Adithia Erfina Afriansah, Ari Ahmadi, Muhammad Iqbal Alun Sujjada Alyanissa Putri Iskandar Ana Khusnul Khotimah Anak Agung Gede Sugianthara Anti Aprianti Anton Perman Arif Saripudin Arny Lattu Astrina Natalia Sihite Ati Sulastri Atto Mustopa Aura Rahman Ayuningsih, Rieska Rahayu Carti Irawan Dea Destika Dea Siti Rahima Juliansa Dede Sukmawan Dery Ahmad Kamalino Destria Ariani, Nunik Dian Permata Sari Dian Permata Sari Dian Permata Sari Dudih Gustian Dwi Putri Sulisdianto Edhy Mirwandhono Enggar Irawan Erfina, Aditya Erip Suratno Fahmi rosyadi, Muhammad Fauziani Tanzil Febia Nurfitriani Febriansyah Febriansyah Hamdan Hihin Nurhayati Ibnu Ngatoilah Intan Min Warokil Janah IVANA LUCIA KHARISMA Juhdi Rosadi Juhdi Rosadi Kamila Aprilia Karim, Khobir Abdul Kurniawan Lutfia Salim Mayang Gunawan Mega Lumbia Sinaga Meutia Riany Mila Kartika Mohamad Tegar Fauzi Mohammad Daniel Gumilar Muchtar Jamy F Muhammad Ikhsan Thohir Muhammad Iqbal J Muhammad Iqbal Jauharuzzaman Muhammad Renaldi A Muhammad Wildan Goni Mukti Ginanjar Murweni, Ira Muslih, Muhamad Nieka Julyana Nunik Destria Nunik Destria Arianti Nur Hidayah K. Fadhilah Nurfitriani, Febia Nurhafida, Selva Indah Octaviana Octaviana Punggarawati, Nika Purnamasari, P Putri Ulil Fatma Aulia Rahma, Fanny Rahmat Hidayat Ramli, Azizul Azhar raras Rehaeni Atipah Rida Ista Stepu Rifal Nurjamil Riswandi, Wildan Rosalinda Hakim Sabrina Sabrina Fauziah Saepudin, Sudin Salsa Lisna Audina Salwa Sherenian Sastradiparaja, Cecep Kurnia Sastradipraja, C K sendi indra Sihabudin Sihabudin, Sihabudin Siti Khalifah Siti Nurjanah Siti Sarah Sobariah Lestari Siti Sumayah Solihin, Hanhan Hanfiah Supangat Suwanto, Aat Syifaul Fuada Vemi Januarita Putri Wafa Nur’aeni Wahyu Irwan Putra Warman Warman Widiastuti Angraini Widya, Sagita Wisuda Jatmiko Wulan Alinda Wahyuni Yanti Jentiner Yayatillah Rubiati Yesi Yoga Vikriansyah Yopi Setiawan Zalukhu, Sukmardin