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Journal : Jurnal Informatika: Jurnal Pengembangan IT

Penerapan Data Mining Dalam Mengelompokkan Kunjungan Wisatawan Mancanegara Di Prov. Sulawesi Selatan Dengan K-Means Dan SVM Nero Caesar Gosari; Rismayani Rismayani
Jurnal Informatika: Jurnal Pengembangan IT Vol 8, No 3 (2023)
Publisher : Politeknik Harapan Bersama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30591/jpit.v8i3.4554

Abstract

Indonesia's exchange rate can rise due to foreign tourist visits, which can also benefit the local economy. The provincial capital. South Sulawesi is Makassar which is one of the locations for tourist visits. There are 11 main tourist attractions in Prov. South Sulawesi according to sulselprov 1) Maritime Tourism, 2) Losari Beach, 3) Rotterdam Fort, 4) Somba opu Fort, 5) Takabonerate Marine Park, 6) Bantimurung National Park, 7) Malino, 8) Tanjung Bira Beach, 9) Kesu Tourism, 10) Londa Tourism, 11) Pallawa Tourism. The purpose of this study is to analyze the application of data mining in classifying the number of foreign tourists visiting the prefecture. South Sulawesi uses k-means. The data used comes from BPS Prov. South Sulawesi. The data is grouped into two clusters. That is, the most tourists as C1 with results from Malaysia, and low tourist arrivals as C0 with results from Singapore, Japan, South Korea, Taiwan, China, India, the Philippines, Hong Kong, Thailand, Australia, USA, UK, Netherlands, Germany, France, Russia, Saudi Arabia, Egypt, United Arab Emirates, Pearl of the Persian Gulf, and Switzerland then I use and process this data again with SVM to look for precision, precision and recall values and get 100.00% accuracy in the RapidMiner application.
Co-Authors Abidin, Nur Awalia Syukri Zainal Ahmad Ramadhan Ahyuna Ahyuna, Ahyuna Aklimawati Aklimawati, Aklimawati Alam, Samsul Aldi Susanto Alfandy, Andi Faiz Andi Hutami Endang, Andi Hutami Andi Irmayana Annah Annah, Annah Ardimansyah Ardimansyah Arief Setyanto Arifin, Ismail Arnold Listanto Pratama Arudji Hermatyar Asmanurhidayani, Asmanurhidayani Asrul Syam Asrul Syam Asti Rahayu Arjuni Aswar TC. Koswara Avila, Rizna Dwi Chandreekha Ummareng Cucut Susanto Edi Susilo Elcindy Putri Mangadi Elvina, Ade Ema Utami Erdianza, Noor Fadhlullah, Muhammad Alief Fahmi Satriawan Taslim Febrianti, Anggi Ferdiansyah Noor Alief Hani, Siti Umi Harlina, Sitti Hartana Wali Hasriani Hasriani Hasyrif SY Hasyrif SY Hasyrif SY Heltiani, Nofri Hendayani, Veli Sifa Hendri Bustamam Herlinda Herlinda, Herlinda Hermatyar, Arudji Imran, Irfina Astria Indo Intan Irsan Mansyur Iskandar Iskandar Jasman, Taufik Zulhaq Layuk, Novita Sambo M. Syabur Feryson Pilat Madyana Patasik Mahrim, Andes Saparila Maria Yustina Tuga Martina Pineng Maulana, Andi Ikram Maulani, Nurul Mirfan Mirfan muh Rinalwi Muh Yusuf Zahir Muhammad Agus Muljanto Muhammad Alief Fadhlullah Muhammad Alim Rahmat Muhammad Ardiansyah Muhammad Kasrun Muhammad sabiq Muhammad said Muhammad Syukri Mustafa Muliana, Muliana Muthahharah Muthahharah MZ, St. Naziha Nasif Nababan, Lolli Nadia Ananda Natasya Putri Rantelino Nero Caesar Gosari Ni Kadek Marselina Novita Sambo Layuk Nurani Nurani Nurani Nurani Nurcahyani Syamsu Nurdiansah Nurdin Nurdin Nurhaeni F Nurilmi Amalia Marda Nurisnaini, Gianti Nurlindasari Tamsir Oktavia, Rara Parwito Parwito, Parwito Petronilia Palinggik Allorerung Poppy Siska Putri Pratama, Arnold Listanto R, Agum Wiranto Reski Ariani Reza Afandi Riska Anita Rahayu Rita, Wismalinda Rizky Amalia Rizna Dwi Avila Rudyanto Salam Safaat, Syahrial Sandy, Wilson Siti Aisa Siti Aisyah Sri Rahayu N Sitti Asnany Sri Marliani Sri Wahyuni ST. Aminah Dinayati Ghani Suhardi Aras Sutanto, Nur Hamid Sutri Yani Syafitasari, Juanda Syahruni Widyaa Tahir, Muhammad Wahinuddin Tandiar, Brayens Taufik Zulhaq Jasman Tiwi Nurhidayatullah Tommy Darwansyah Tulwahdah, Farida Usman, SE., M.Kom Usman, SE., M.Kom Wal Ikram Widyaningsih, Sari Wiwik Handayani Yudi Heriadi