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Abstract
In this study, we collected data on tourist attractions, tourist attractions utilities, on the island of Sumatra, especially in Toba and Samosir districts in North Sumatra Province. In this process, information was collected on 100 tourist destinations with the highest popularity based on Google Maps Review. To determine the interest of tourists, the SMART method is used to obtain the value of tourist interest in each tourist spot based on the weight determined on each criterion. Meanwhile, entropy is used to determine the value of facilities available at tourist attractions. The value represents the interest of tourists and the facilities available around the tourist attractions. The results of this research show that in the aspect of running time Dijkstra's algorithm is fast algorithms
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Copyright (c) 2025 Luluk Muthoharoh, Ahmad Luky Ramdani, Ira Safitri
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References
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References
A. P. Yakup and T. Haryanto, “Pengaruh Pariwisata terhadap Pertumbuhan Ekonomi di Indonesia,” Bina Ekon., vol. 23, no. 2, pp. 39–47, 2021, doi: 10.26593/be.v23i2.3266.39-47.
Eugenio-Martin, J. Luis, Morales, N. Martin, and R. Scarpa, “Tourism and Economic Growth in Latin American Countries: A Panel Data Approach,” SSRN Electron. J., no. 26, pp. 1–29, 2011, doi: 10.2139/ssrn.504482.
A. Junida and U. Liman, “Govt lists achievements of tourism, creative economy sector in 2022,” ANTARA, 2023. https://en.antaranews.com/news/270729/govt-lists-achievements-of-tourism-creative-economy-sector-in-2022
N. Muhamad, “Provinsi Tujuan Turis Lokal Terbanyak hingga Juni 2023, Jatim Kalahkan Bali,” katadata media network, 2023. https://databoks.katadata.co.id/pariwisata/statistik/45270d76145511b/provinsi-tujuan-turis-lokal-terbanyak-hingga-juni-2023-jatim-kalahkan-bali (accessed Nov. 21, 2024).
Badan Pusat Statistik, “Pariwisata Rilis November 2023,” 2023. https://www.bps.go.id/id/infographic
S. K. R. Indonesia, “Peraturan Pemerintah Nomor 50 tahun 2011,” 2011.
S. K. R. Indonesia, “Peraturan Presiden Nomor 18 Tahun 2020 tentang Rencana Pembangunan Jangka Menengah Nasional Tahun 2020-2024,” 2020.
S. K. R. Indonesia, “Peraturan Presiden (PERPRES) Nomor 60 Tahun 2021 tentang Penyelamatan Danau Prioritas Nasional,” 2021.
R. Oktavika, “Sistem Rekomendasi Wisata Dengan Menggunakan Algoritma Collaborative Filtering,” Teknologipintar.org, vol. 3, no. 1, pp. 1–15, 2023.
C. Wahyudi and A. R. Utami, “Exploring Teachers’ Strategy To Increase the Motivation of the Students During Online Learning,” Pustakailmu.id, vol. 9, no. 3, pp. 1–9, 2021.
E. T. Agustina and A. R. Utami, “Students ’ Interesting Wth English Text,” Pustakailmu.id, vol. 11, no. 3, pp. 1–12, 2021.
H. T. Yudha and A. R. Utami, “the Effect of Online Game Dota 2 in Students’ Vocabulary,” Pustakailmu.id, vol. 2, no. 1, p. 2022, 2022.
K. Kobak, “The Importance of Online Learning in Pandemic Era,” Pustaka, vol. 2, no. 6, pp. 1–6, 2022.
M. Sidiq and N. A. Manaf, “Karakteristik Tindak Tutur Direktif Tokoh Protagonis dalam Novel Cantik Itu Luka karya Eka Kurniawan,” Ling. Fr. J. Bahasa, Sastra, dan Pengajarannya, vol. 4, no. 1, pp. 13–21, 2020, [Online]. Available: http://103.114.35.30/index.php/lingua/article/view/3882
D. N. Cholis and N. Ulinnuha, “An Ensemble Voting Approach for Dropout Student Classification Using Decision Tree C4.5, K-Nearest Neighbor and Backpropagation,” Indones. J. Artif. Intell. Data Min., vol. 6, no. 1, p. 107, 2023, doi: 10.24014/ijaidm.v6i1.23412.
M. Sidiq, B. Nurdjali, and M. Idham, “KARAKTERISTIK DAN KERAPATAN SARANG ORANGUTAN (PONGO PYGMAEUS WURMBII) DI HUTAN DESA BLOK PEMATANG GADUNG KABUPATEN KETAPANG PROPINSI KALIMANTAN BARAT,” J. HUTAN LESTARI, vol. 3, no. 2, pp. 322–331, 2015.
M. Fithratullah, “Globalization and Culture Hybridity; The Commodification on Korean Music and its Successful World Expansion,” Digit. Press Soc. Sci. Humanit., vol. 2, no. 2018, p. 00013, 2019, doi: 10.29037/digitalpress.42264.
I. B. Gede Dwidasmara, I. G. N. A. W. Putra, I. M. Widiartha, I. W. Santiyasa, I. B. Made Mahendra, and A. A. I. Ngurah Eka Karyawati, “Sistem Rekomendasi Tempat Wisata Menggunakan Algoritma Cheapest Insertion Heuristic Dan Naïve Bayes,” JELIKU (Jurnal Elektron. Ilmu Komput. Udayana), vol. 10, no. 2, p. 227, 2022, doi: 10.24843/jlk.2021.v10.i02.p05.
Mardhani and D. Edwardo, “Pengembangan Sistem Informasi Rekomendasi Pariwisata di Kota Surabaya Menggunakan Algoritme Genetika,” Institut Teknologi Sepuluh Nopember., 2023.
A. A. Nurdin, “Decision support system for choosing the best tourist attractions using simple additive weighting (SAW) method,” J. Soft Comput. Explor., vol. 2, no. 2, pp. 77–85, 2021, doi: 10.52465/joscex.v2i2.43.
A. Annisa and S. Khairina, “Location Selection Based on Surrounding Facilities in Google Maps using Sort Filter Skyline Algorithm,” Khazanah Inform. J. Ilmu Komput. dan Inform., vol. 7, no. 2, pp. 65–72, 2021, doi: 10.23917/khif.v7i2.12939.
Asrullah and T. Rachman, “Rekomendasi Objek Wisata Pulau Bangka Menggunakan Metode Smart (Simple Multi Attribute Rating Technique) Berbasis Web,” JATI (Jurnal Mhs. Tek. Inform., vol. 7, no. 6, pp. 3499–3508, 2024, doi: 10.36040/jati.v7i6.9144.
H. Azis, R. D. Mallongi, D. Lantara, and Y. Salim, “Comparison of Floyd-Warshall Algorithm and Greedy Algorithm in Determining the Shortest Route,” Proc. - 2nd East Indones. Conf. Comput. Inf. Technol. Internet Things Ind. EIConCIT 2018, pp. 294–298, 2018, doi: 10.1109/EIConCIT.2018.8878582.
T. Carla, M. Alan, and D. Jacques, “Exploring trajectories and tourist behavior using the entropy curve,” Rev. Interam. Ambient. y Tu, vol. 17, no. 1, pp. 27–33, 2021.
S. Reliantoro et al., “Green leadership,” The Handbook of Climate Change Leadership in Organisations: Developing Leadership for the Age of Sustainability, pp. 179–202, 2023. doi: 10.4324/9781003343011-11.
C. K. Pai, Y. Liu, S. Kang, and A. Dai, “The role of perceived smart tourism technology experience for tourist satisfaction, happiness and revisit intention,” Sustain., vol. 12, no. 16, 2020, doi: 10.3390/su12166592.