PERAN ARTIFICIAL INTELLIGENCE DAN BIG DATA DALAM PENGEMBANGAN DESTINASI WISATA KOMUNITAS: STUDI PADA UMKM PARIWISATA DAN EKONOMI KREATIF DI JAWA TENGAH
DOI:
https://doi.org/10.30738/eden.v9i1.4709Keywords:
MSMEs, tourism, creative economy, Artificial Intelligence, Big Data, Community-Based TourismAbstract
This study aims to analyze the role of Artificial Intelligence (AI) and Big Data in the development of community-based tourism (CBT) destinations through the contribution of tourism and creative economy MSMEs in Central Java. A quantitative approach was applied by distributing questionnaires to 168 MSMEs in the tourism and creative economy sectors. Data were analyzed using multiple regression (SPSS) and Structural Equation Modeling based on Partial Least Squares (SEM-PLS). The results show that AI has a positive and significant influence on CBT development with a coefficient of 0.412, while Big Data also shows a positive and significant influence with a coefficient of 0.367. Simultaneously, these two variables explain 52% of the variation in CBT development. These findings confirm that the use of digital technology, especially AI and Big Data, can strengthen the role of MSMEs in increasing the competitiveness of community-based tourism destinations. This study has important implications for digital transformation in the tourism and creative economy sectors in Indonesia, as well as encouraging collaboration between MSMEs, local governments, and local communities
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References
Andriani, D., & Putra, Y. (2020). Digitalisasi UMKM pariwisata dalam pengembangan destinasi wisata berbasis komunitas di Jawa Tengah. Jurnal Pariwisata Pesona, 5(2), 123–134.
Buhalis, D., & Sinarta, Y. (2019). Real-time co-creation and nowness service: Lessons from tourism and hospitality. Journal of Travel & Tourism Marketing, 36(5), 563–582. https://doi.org/10.1080/10548408.2019.1592059
Gretzel, U., Sigala, M., Xiang, Z., & Koo, C. (2015). Smart tourism: Foundations and developments. Electronic Markets, 25(3), 179–188. https://doi.org/10.1007/s12525-015-0196-8
Hidayat, R., & Putra, A. (2023). Transformasi digital dalam sektor pariwisata: Peluang dan tantangan bagi UMKM. Jurnal Pariwisata Digital, 5(2), 45–59.
Irsyad, Z. (2024). Integrasi Artificial Intelligence dan Big Data dalam Industri Pariwisata: Peluang dan Tantangan. Scientia Journal, 12(3), 45–58. https://ejournal.sangadjimediapublishing.id/index.php/scientia/article/view/146
Jaelani, A. K., Santoso, B., & Hadi, R. (2025). Artificial Intelligence Policy in Promoting Indonesian Tourism. ResearchGate. https://www.researchgate.net/publication/386020539_Artificial_Intelligence_Policy_in_Promoting_Indonesian_Tourism
Kementerian Pariwisata dan Ekonomi Kreatif Republik Indonesia. (2021). Laporan tahunan pariwisata dan ekonomi kreatif 2020/2021. Jakarta: Kemenparekraf RI.
Li, J., Xu, L., Tang, L., Wang, S., & Li, L. (2018). Big data in tourism research: A literature review. Tourism Management, 68, 301–323. https://doi.org/10.1016/j.tourman.2018.03.009
Mariani, M. M., Borghi, M., & Cappa, F. (2022). Artificial Intelligence in tourism and hospitality: A systematic literature review. Annals of Tourism Research, 92, 103313. https://doi.org/10.1016/j.annals.2021.103313
Mulyani, S., & Santoso, D. (2022). Peran UMKM Pariwisata dan Ekonomi Kreatif dalam Pengembangan Ekonomi Lokal. Jurnal Ekonomi Kreatif, 7(1), 12–25.
Nugraheni, R., & Santosa, H. (2019). Peran big data analytics dalam strategi pemasaran UMKM pariwisata di era industri 4.0. Jurnal Manajemen dan Kewirausahaan, 21(3), 215–224.
OECD. (2024). Artificial Intelligence and Tourism: Challenges and Opportunities for SMEs. OECD Publishing. https://www.oecd.org/content/dam/oecd/en/publications/reports/2024/12/artificial-intelligence-and-tourism_41e7f157/3f9a4d8d-en.pdf
Prasetyo, T., & Rahmawati, S. (2021). Penerapan Artificial Intelligence pada sektor pariwisata: Studi kasus destinasi wisata di Jawa Tengah. Jurnal Teknologi dan Sistem Informasi, 9(1), 45–56.
Purnomo, R. A., & Wibowo, A. (2018). Pengembangan pariwisata berbasis komunitas (Community Based Tourism) di Desa Wisata Samiran Boyolali. Jurnal Kepariwisataan Indonesia, 12(2), 77–90.
Rahman, F. (2022). Digitalisasi UMKM Pariwisata: Analisis Efisiensi dan Akses Pasar. Jurnal Manajemen dan Teknologi, 10(3), 78–92.
Sari, N., Prasetyo, E., & Wibowo, T. (2021). Adaptasi UMKM Pariwisata dalam Era Digital. Jurnal Ekonomi dan Pariwisata, 6(2), 33–47.
Sigala, M. (2018). Social media and customer engagement in the context of community-based tourism: Implications for sustainability. Current Issues in Tourism, 21(14), 1809–1827. https://doi.org/10.1080/13683500.2016.1181094
Suanpang, P., & Pothipasa, P. (2021). AI-Recommended Agrotourism Supporting Community-Based Tourism Post-COVID-19. Academy of Strategic Management Journal. https://www.abacademies.org/articles/ai-recommended-agrotourism-supporting-communitybased-tourism-post-covid19.pdf
Suhartanto, D., Dean, D., & Leo, G. (2019). Millennial tourist loyalty: Exploring the role of perceived value, e-service quality and social media engagement. Journal of Tourism Futures, 5(1), 5–18. https://doi.org/10.1108/JTF-10-2018-0051
Tosun, C. (2000). Limits to Community Participation in the Tourism Development Process in Developing Countries. Tourism Management, 21(6), 613–633. https://doi.org/10.1016/S0261-5177(00)00035-0
UNWTO. (2021). Tourism and COVID-19: Unprecedented economic impacts and policy responses. Madrid: World Tourism Organization. https://www.unwto.org/
Xie, D., & He, Y. (2022). Pathways toward the Transformation of Sustainable Rural Tourism Management in Central Java, Indonesia. ResearchGate. https://www.researchgate.net/publication/367976034_Pathways_toward_the_Transformation_of_Sustainable_Rural_Tourism_Management_in_Central_Java_Indonesia
Xu, F., Buhalis, D., & Weber, J. (2021). Serious games and the gamification of tourism. Tourism Management, 84, 104284. https://doi.org/10.1016/j.tourman.2020.104284
Zhang, H., & Liu, Y. (2020). Community-Based Tourism and Local Empowerment: A Review of Approaches and Outcomes. Journal of Sustainable Tourism, 28(9), 1345–1365. https://doi.org/10.1080/09669582.2020.1716074
Zehir, C., Can, E., & Karaboga, T. (2015). Linking entrepreneurial orientation to firm performance: The role of differentiation strategy and innovation performance. Procedia - Social and Behavioral Sciences, 210, 358–367. https://doi.org/10.1016/j.sbspro.2015.11.381
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